Nexatron changelog

version

1.0.2 → 1.0.3

https://nexatron.io/llms.txt

− > Nexatron is an enterprise AI analytics platform with the Model Context Protocol (MCP) built in. People ask questions in chat (typed or by voice); AI agents query the same governed warehouse through MCP. Every governed answer returns the result, the exact query that produced it, its lineage, and a confidence score.− Nexatron is built by dotSolved Inc (dotSolved Systems, Inc.). It connects to your existing data warehouses, databases, files, and business apps without a data migration, maintains a governed semantic layer, and serves governed answers to people and to AI agents under one set of rules.− - API base: https://api.nexatron.io/api/v1− - Company: dotSolved Inc: https://dotsolved.ai− - Conversational analytics: ask in natural language, get a chart or table plus a plain-language explanation, backed by the generated SQL.− - A governed semantic layer (MetricQL): certified metrics, dimensions, joins, and a business glossary, so a number means the same thing every time, for every asker.− - An MCP server: any MCP-capable agent (for example Claude, ChatGPT, or Cursor) queries your warehouse through Nexatron under the same governance as a human analyst.− - Confidence scores: Governed answers carry a 0-100 confidence score, shown as High (85 and above), Verify (60-84) or Low (below 60) with a label and icon, not color alone; a question that does not complete, or that Nexatron refuses, carries 0 in its confidence field: the refusal or failure sentinel, not a judged score. A clarifying question is not a governed answer: a source clarification leaves the confidence field empty, and a record-picker clarification may carry the score of the intent it m− Two distinct layers: do not conflate them.− - Nine warehouse, database, and file connectors: Snowflake, Google BigQuery, Amazon Redshift, Databricks, PostgreSQL, MySQL, Microsoft SQL Server, Amazon S3 / Parquet, and DuckDB.− - DuckDB is also the embedded cross-source federation engine, so one question can join across heterogeneous connected sources with lineage preserved and no warehouse migration. Federation is on by default for new workspaces, and a workspace admin can turn it off. A cross-source join does not need a certified entity link by default; a workspace admin can require one, and a question whose sources have no certified link is then declined.− - Spreadsheets are also queryable as governed sources (separate from the nine): uploaded Microsoft Excel workbooks and connected Google Sheets are materialized into a locked-down DuckDB engine.− - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, SAP Business ByDesign, SAP SuccessFactors, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atl− - Natural-language-to-SQL grounded in the semantic layer (not freeform generation).− - Certified-metric discovery and governed execution, including governed cross-source comparison.− - A confidence score on governed answers, with the exact query, lineage, and source rows.− - Embed analytics in your own product with the @nexatron/chat SDK, or ask from Slack and Microsoft Teams.− - MCP capabilities for agents: governed ask, certified-metric discovery and execution, and audit access. Where a workspace enables the optional action platform (on by default; a workspace admin can switch it off), agents can also run actions with dry-run then execute. All of it is bounded by the same row-level security as a human user.− - Four-layer row-level security: every query is filtered by tenant and by the asker's own data permissions, whether a person or an agent sent it.− - LLM output is treated as untrusted input and is validated against the schema before any query runs.− - Multi-tenant by default: every query filters by tenant_id. Tenant warehouse credentials are encrypted (AES-256-GCM) in the connections table, entered through the Connections UI.− - Audit of human queries (governed answers in Ask are written to a tenant-keyed, hash-chained audit log, and audit exports carry an HMAC-signed manifest); SSO and SCIM provisioning.− - Compliance: SOC 2 Type I attained; SOC 2 Type II in progress; ISO 27001 certified; GDPR-aligned.− - dotSolved holds 15 patent-pending innovations underpinning the platform.− - What is Nexatron? An enterprise AI analytics platform by dotSolved Inc that lets people and AI agents ask questions of a governed data warehouse and get source-cited answers with a confidence score.− - How do AI agents use it? Through the MCP endpoint (https://api.nexatron.io/api/v1/mcp), Streamable HTTP with OAuth 2.1; an agent queries the warehouse under the same governance as a human.− - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, SAP Business ByDesign, SAP SuccessFactors, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, A− - Can I trust the numbers? A governed answer carries a confidence score, the exact query, and lineage to the source rows; certified metrics keep a number consistent across the organization.− - Is it secure and compliant? Four-layer row-level security, per-tenant credential encryption, full audit, SSO/SCIM; SOC 2 Type I attained (Type II in progress), ISO 27001 certified, GDPR-aligned.− - Terms used across Nexatron (semantic layer, conversational analytics, enterprise context, text-to-SQL, certified metric, MetricQL, confidence score, federation, MCP): https://nexatron.io/glossary− - [Nexatron for Claude, ChatGPT and Copilot](https://nexatron.io/mcp-server): Nexatron's hosted MCP server lets Claude, ChatGPT and Microsoft Copilot ask governed questions of your business systems, under each person's own permissions.− ### Claude and integration evaluation− - [Connect Claude to your business data through MCP](https://nexatron.io/claude): Connect Claude to Nexatron through MCP. Evaluate business questions against your sources, metric definitions, permissions, and reference reports.− - [Understand service performance with ServiceNow](https://nexatron.io/integrations/servicenow): Evaluate ServiceNow incident and SLA questions with Nexatron using explicit schedules, assignment rules and source permissions.− - [Ask SAP order questions at the right grain](https://nexatron.io/integrations/sap-s4hana): Evaluate SAP S/4HANA order and fulfillment questions with Nexatron, including partial deliveries, units and document relationships.− - [Make Oracle Fusion finance questions reviewable](https://nexatron.io/integrations/oracle-fusion): Evaluate Oracle Fusion receivables questions with Nexatron using installment-level balances, approved cutoffs and finance references.− - [Bound the work behind a BigQuery answer](https://nexatron.io/integrations/bigquery): Evaluate BigQuery analytics with Nexatron using approved datasets, explicit periods, complete results and source-query cost evidence.− - [Evaluate Databricks answers under real policies](https://nexatron.io/integrations/databricks): Test Nexatron with Databricks using approved SQL access, explicit execution identities and two differently authorized business roles.− - [Salesforce pipeline analytics in natural language](https://nexatron.io/integrations/salesforce): Evaluate Salesforce pipeline, win rate, account hierarchy, and forecast questions through Nexatron, with Claude available through MCP.− - [NetSuite financial analytics with natural-language questions](https://nexatron.io/integrations/netsuite): Evaluate NetSuite revenue, receivables, periods, subsidiaries, and currency questions with Nexatron and your approved finance references.+ > Nexatron: Enterprise Context for every AI agent. People ask questions in chat (typed or by voice); AI agents ask through MCP under the same rules. Every governed answer returns the result, the exact query that produced it, the tables it read, and its trust level, with who on the team reviewed the logic behind it and when, once someone has.+ Nexatron is an enterprise context platform with the Model Context Protocol (MCP) built in. It connects to your existing data warehouses, databases, files, and business apps without a data migration, keeps approved definitions, and serves governed answers to people and to AI agents under one set of rules.+ - Trust Center: https://nexatron.io/trust+ - Book a demo: the "Book a demo" button on https://nexatron.io, or sales@nexatron.io+ ## Who it is for+ - Enterprises whose people and AI agents need the same numbers from the same rules.+ - Finance, revenue operations, operations, and data and analytics teams (https://nexatron.io/solutions).+ - Software companies that want to give their own customers answers inside their product (https://nexatron.io/product/embed).+ - Ask: a question in natural language, typed or by voice, gets a chart or table plus an everyday-language explanation, backed by the generated query. Nexatron runs it in your systems as the person asking.+ - Approved definitions: Nexatron proposes definitions, joins and rules from your systems and imports them from dbt, Looker, Cube, Snowflake Cortex Analyst, Power BI, Tableau and Apache Ossie. Your owners approve them, and every change is versioned.+ - Trust levels: every answer shows its trust level (approved by an owner, your team’s definition, a standard definition, learned from usage, or interpreted). A question Nexatron cannot answer under your rules is declined, with the reason and what to do next.+ - Verified: “Verified” means a named person on your team reviewed the logic behind the answer, and the answer shows who and when.+ - Several meanings: when a word in the question has several meanings, the answer says which reading it used and offers the others in one click.+ - Per-person access: each query runs under the access of the person asking, whether they ask directly or through an agent.+ - Cross-source answers: one question across connected systems, each queried as the person asking, with the number of matched records stated on the answer.+ - MCP: any MCP-capable agent (for example Claude, ChatGPT, Microsoft 365 Copilot or Cursor) asks through Nexatron under the same governance as a human analyst.+ - Embeds: the chat SDK, or dashboards and single answers as iframes, in your own product. Your server names the viewer, and row rules apply before each query runs.+ - Write-back per connection: a question never writes. Nothing can be written until a workspace admin turns on write-back for that connection, and each action is previewed and confirmed by a permitted person.+ - 279 connectors, all Available: 200 systems of record, 30 data platforms, 11 BI and semantic models, and 38 docs and knowledge sources. All of them are listed by category under "Connector pages" below, and the catalog is at https://nexatron.io/connectors.+ - Data platforms include the warehouses, databases and files teams query most: Snowflake, Google BigQuery, Amazon Redshift, Databricks, PostgreSQL, MySQL, Microsoft SQL Server, Amazon S3 / Parquet and DuckDB.+ - When each person signs in as themselves, answers respect the permissions set in that application. A shared connection reads the same data for everyone enabled on it, and access rules set in Nexatron decide who can use it.+ - Spreadsheets are governed sources too: uploaded Microsoft Excel workbooks and connected Google Sheets.+ - Cross-source questions: one question can join across connected sources, inside your tenant, with no warehouse migration. Each cross-system answer says how many records matched, and if none match, Nexatron declines. These answers take longer than single-source ones.+ - Natural-language questions answered with a query in the source’s own language, using approved definitions; each query is checked before it runs.+ - Discovering definitions and running approved ones, including side-by-side comparison.+ - Its trust level on governed answers, who on your team reviewed the logic behind it and when (once someone has), the exact query and the rows returned.+ - Ask from Slack and Microsoft Teams through the Nexatron bots, which are set up with your team during onboarding.+ - MCP capabilities for agents: governed ask, discovering definitions, running approved metrics only, and audit access. Action tools are separate: nothing can be written until a workspace admin turns on write-back for that connection, each action is previewed and needs explicit confirmation by a permitted person, and an admin can remove the action tools altogether. All of it is bounded by the same access rules as a human user.+ - Tenant isolation at several independent layers, and row rules checked on every query, whether a person or an agent sent it.+ - LLM output is treated as untrusted input and is checked before any query runs.+ - Multi-tenant by default. Tenant warehouse credentials are encrypted (AES-256-GCM), entered through the Connections UI.+ - Queries run in your systems as the person asking, with no warehouse to load. Nexatron keeps what it needs to answer and show its work, inside your tenant: the catalog, value lists from tables that aren’t row-secured, and the answers and rows people save or receive.+ - Audit (governed answers are written to a tenant-keyed, hash-chained audit log, for people and assistants, and audit exports carry an HMAC-signed manifest); SSO and SCIM provisioning.+ - Compliance: SOC 2 Type I attained; SOC 2 Type II audit in progress; ISO 27001 certified; GDPR-aligned.+ - Nexatron is built on 15 patent-pending innovations.+ ## Deployment+ - SaaS, single-tenant VPC, or on-prem by engagement.+ - In your own deployment, use your own Anthropic or Amazon Bedrock account.+ ## Get a demo+ Use "Book a demo" on https://nexatron.io or email sales@nexatron.io. Security and compliance documents are available on request through the Trust Center (https://nexatron.io/trust).

Showing the first 40 of each.

https://nexatron.io/llms.txt

− - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplit− - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Ampl− - Terms used across Nexatron (semantic layer, certified metric, MetricQL, confidence score, federation, MCP): https://nexatron.io/glossary− - [Acumatica MCP server](https://nexatron.io/connectors/acumatica): Available. Nexatron's hosted MCP server is a governed Acumatica MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Acumatica questions under your own permissions. Acumatica is a cloud ERP for small and midsize businesses that holds financials, distribution, project accounting and customer records.− - [Adobe Acrobat Sign MCP server](https://nexatron.io/connectors/adobe-acrobat-sign): Available. Nexatron's hosted MCP server is a governed Adobe Acrobat Sign MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Acrobat Sign questions under your own permissions. Adobe Acrobat Sign is an electronic signature service that stores agreements, signing status, signer workflow history, templates and completion timestamps.− - [Adobe Analytics MCP server](https://nexatron.io/connectors/adobe-analytics): Available. Nexatron's hosted MCP server is a governed Adobe Analytics MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Analytics questions under your own permissions. A web and digital analytics platform that records visits, page views, conversions and marketing channel performance across sites and apps.− - [Adobe Commerce / Magento MCP server](https://nexatron.io/connectors/adobe-commerce-magento): Available. Nexatron's hosted MCP server is a governed Adobe Commerce / Magento MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Commerce / Magento questions under your own permissions. Adobe Commerce, formerly Magento, is an e-commerce platform that stores catalog products, customer orders, inventory, pricing rules and store configuration.− - [Adobe Experience Manager MCP server](https://nexatron.io/connectors/adobe-experience-manager): Available. Nexatron's hosted MCP server is a governed Adobe Experience Manager MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Experience Manager questions under your own permissions. Adobe Experience Manager is a content management platform that stores website pages, digital assets, experience fragments, templates and authoring and publishing workflows.− - [Adobe Workfront MCP server](https://nexatron.io/connectors/adobe-workfront): Available. Nexatron's hosted MCP server is a governed Adobe Workfront MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Workfront questions under your own permissions. An enterprise work management platform for planning projects, tasks, resources, approvals and requests across marketing and operations teams.− - [ADP MCP server](https://nexatron.io/connectors/adp): Available. Nexatron's hosted MCP server is a governed ADP MCP connector for Claude, ChatGPT and Microsoft Copilot: ask ADP questions under your own permissions. ADP Workforce Now is a cloud HR and payroll platform; it holds employee records, pay runs, time and attendance, benefits and headcount.− - [Adyen MCP server](https://nexatron.io/connectors/adyen): Available. Nexatron's hosted MCP server is a governed Adyen MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adyen questions under your own permissions. Adyen is a payments platform that processes card and alternative payment transactions, settlements, refunds and chargebacks for merchants.− - [Agiloft MCP server](https://nexatron.io/connectors/agiloft): Available. Nexatron's hosted MCP server is a governed Agiloft MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Agiloft questions under your own permissions. Agiloft is a contract lifecycle management platform; it holds contracts, clauses, counterparties, approvals, renewal dates and obligations.− - [Aha! MCP server](https://nexatron.io/connectors/aha): Available. Nexatron's hosted MCP server is a governed Aha! MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Aha! questions under your own permissions. A product management platform that holds product strategy, roadmaps, customer ideas, features, releases and goals.− - [Airtable MCP server](https://nexatron.io/connectors/airtable): Available. Nexatron's hosted MCP server is a governed Airtable MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Airtable questions under your own permissions. A cloud database and spreadsheet hybrid where teams build custom apps from bases of tables, records, fields and views.− - [Airwallex MCP server](https://nexatron.io/connectors/airwallex): Available. Nexatron's hosted MCP server is a governed Airwallex MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Airwallex questions under your own permissions. Airwallex is a global payments and financial platform offering multi-currency accounts, cross-border payments and cards, with transaction and balance records.− - [Akeneo MCP server](https://nexatron.io/connectors/akeneo): Available. Nexatron's hosted MCP server is a governed Akeneo MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Akeneo questions under your own permissions. Akeneo is a product information management system that stores product attributes, categories, families, translations and data completeness scores for catalogs.− - [Alation MCP server](https://nexatron.io/connectors/alation): Available. Nexatron's hosted MCP server is a governed Alation MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Alation questions under your own permissions. Alation is a data catalog that stores metadata, business glossary terms, data owners and usage information about an organization's tables, columns and reports.− - [Amazon Ads MCP server](https://nexatron.io/connectors/amazon-ads): Available. Nexatron's hosted MCP server is a governed Amazon Ads MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Ads questions under your own permissions. An advertising platform for sellers and brands that holds sponsored product, brand and display campaigns with spend, sales and advertising cost of sale.− - [Amazon Athena MCP server](https://nexatron.io/connectors/amazon-athena): Available. Nexatron's hosted MCP server is a governed Amazon Athena MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Athena questions under your own permissions. Amazon Athena is an AWS serverless query service that runs SQL directly on data files stored in Amazon S3, commonly used for logs, events and data lake tables.− - [Amazon Connect MCP server](https://nexatron.io/connectors/amazon-connect): Available. Nexatron's hosted MCP server is a governed Amazon Connect MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Connect questions under your own permissions. Amazon Connect is a cloud contact centre service that holds contacts, queues, routing profiles, agent metrics and contact flow data.− - [Amazon Kinesis MCP server](https://nexatron.io/connectors/amazon-kinesis): Available. Nexatron's hosted MCP server is a governed Amazon Kinesis MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Kinesis questions under your own permissions. Amazon Kinesis is an AWS service for collecting and processing real-time data streams such as clickstreams, logs and application events.− - [Amazon Redshift MCP server](https://nexatron.io/connectors/redshift): Available. Nexatron's hosted MCP server is a governed Amazon Redshift MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Redshift questions under your own permissions. Amazon Redshift is AWS's cloud data warehouse; it holds analytical tables such as orders, revenue, customers, web events and inventory.− - [Amazon S3 MCP server](https://nexatron.io/connectors/amazon-s3): Available. Nexatron's hosted MCP server is a governed Amazon S3 MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon S3 questions under your own permissions. Amazon S3 is AWS object storage; Parquet files stored there hold analytical datasets such as orders, events, logs, usage and exported system data.− - [Amazon Seller MCP server](https://nexatron.io/connectors/amazon-seller): Available. Nexatron's hosted MCP server is a governed Amazon Seller MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Seller questions under your own permissions. Amazon Seller refers to Amazon's seller account data, including marketplace listings, orders, inventory, fulfillment, returns, fees and settlement reports.− - [Amplitude MCP server](https://nexatron.io/connectors/amplitude): Available. Nexatron's hosted MCP server is a governed Amplitude MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amplitude questions under your own permissions. Amplitude is a product analytics platform; it holds user events, funnels, cohorts, retention and feature usage data from apps and websites.− - [Anaplan MCP server](https://nexatron.io/connectors/anaplan): Available. Nexatron's hosted MCP server is a governed Anaplan MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Anaplan questions under your own permissions. Anaplan is a cloud planning platform where organizations build connected models for budgets, forecasts, sales and workforce plans.− - [AppFolio MCP server](https://nexatron.io/connectors/appfolio): Available. Nexatron's hosted MCP server is a governed AppFolio MCP connector for Claude, ChatGPT and Microsoft Copilot: ask AppFolio questions under your own permissions. AppFolio is a property management platform that stores rental properties, units, leases, rent collection, maintenance work orders and owner accounting.− - [Approved website ingestion MCP server](https://nexatron.io/connectors/approved-website-ingestion): Available. Nexatron's hosted MCP server is a governed Approved website ingestion MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Approved website ingestion questions under your own permissions. Approved website ingestion is a method that reads content from company-approved web pages, such as product pages, policies and documentation, into a searchable source.− - [AppsFlyer MCP server](https://nexatron.io/connectors/appsflyer): Available. Nexatron's hosted MCP server is a governed AppsFlyer MCP connector for Claude, ChatGPT and Microsoft Copilot: ask AppsFlyer questions under your own permissions. A mobile attribution and marketing analytics platform that records app installs, in-app events and campaign performance by media source.− - [Asana MCP server](https://nexatron.io/connectors/asana): Available. Nexatron's hosted MCP server is a governed Asana MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Asana questions under your own permissions. A work management platform where teams track tasks, projects, portfolios, goals and deadlines across the organization.− - [Jira & Confluence MCP server](https://nexatron.io/connectors/atlassian): Available. Nexatron's hosted MCP server is a governed Jira & Confluence MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Jira & Confluence questions under your own permissions. Atlassian Jira and Confluence track work and documentation; Jira holds issues, sprints, projects and workflows, and Confluence holds team pages and spaces.− - [Autodesk Construction Cloud MCP server](https://nexatron.io/connectors/autodesk-construction-cloud): Available. Nexatron's hosted MCP server is a governed Autodesk Construction Cloud MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Autodesk Construction Cloud questions under your own permissions. Autodesk Construction Cloud is a construction platform that stores project documents, models, issues, RFIs, submittals, checklists and field data.− - [AVEVA PI System MCP server](https://nexatron.io/connectors/aveva-pi-system): Available. Nexatron's hosted MCP server is a governed AVEVA PI System MCP connector for Claude, ChatGPT and Microsoft Copilot: ask AVEVA PI System questions under your own permissions. AVEVA PI System is an industrial data historian that stores time-series sensor readings, equipment tags and event frames from plant and process operations.− - [Azure Blob / ADLS MCP server](https://nexatron.io/connectors/azure-blob-adls): Available. Nexatron's hosted MCP server is a governed Azure Blob / ADLS MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Azure Blob / ADLS questions under your own permissions. Azure Blob Storage and Azure Data Lake Storage are Microsoft cloud object stores holding files, exports and data lake datasets of any type.− - [Azure DevOps MCP server](https://nexatron.io/connectors/azure-devops): Available. Nexatron's hosted MCP server is a governed Azure DevOps MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Azure DevOps questions under your own permissions. A Microsoft platform for software delivery that holds work items, boards, Git repositories, build and release pipelines and test plans.− - [Azure Event Hubs MCP server](https://nexatron.io/connectors/azure-event-hubs): Available. Nexatron's hosted MCP server is a governed Azure Event Hubs MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Azure Event Hubs questions under your own permissions. Azure Event Hubs is a Microsoft event streaming service that ingests large volumes of telemetry and application events for real-time processing.− - [Azure Monitor MCP server](https://nexatron.io/connectors/azure-monitor): Available. Nexatron's hosted MCP server is a governed Azure Monitor MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Azure Monitor questions under your own permissions. Azure Monitor is a Microsoft Azure service that collects metrics, logs, alerts and diagnostics from Azure resources and applications.− - [BambooHR MCP server](https://nexatron.io/connectors/bamboohr): Available. Nexatron's hosted MCP server is a governed BambooHR MCP connector for Claude, ChatGPT and Microsoft Copilot: ask BambooHR questions under your own permissions. An HR software platform that holds employee records, time off, onboarding, performance and applicant tracking data for small and mid-sized companies.− - [Benchling MCP server](https://nexatron.io/connectors/benchling): Available. Nexatron's hosted MCP server is a governed Benchling MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Benchling questions under your own permissions. Benchling is a life sciences R&D platform that stores lab notebook entries, samples, sequences, inventory, workflows and experiment results.− - [BigCommerce MCP server](https://nexatron.io/connectors/bigcommerce): Available. Nexatron's hosted MCP server is a governed BigCommerce MCP connector for Claude, ChatGPT and Microsoft Copilot: ask BigCommerce questions under your own permissions. BigCommerce is a hosted e-commerce platform that stores online store products, categories, orders, carts, promotions and inventory.+ - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, SAP Business ByDesign, SAP SuccessFactors, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atl+ - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, SAP Business ByDesign, SAP SuccessFactors, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, A+ - Terms used across Nexatron (semantic layer, conversational analytics, enterprise context, text-to-SQL, certified metric, MetricQL, confidence score, federation, MCP): https://nexatron.io/glossary+ ### Connector categories+ - [Database and Data Warehouse MCP Connectors](https://nexatron.io/connectors/category/databases): Ask questions of Snowflake, BigQuery, Databricks, Redshift, Postgres, MySQL and SQL Server in Claude or Teams, as each person, with the SQL shown.+ - [Kafka, Kinesis and Event Stream Connectors](https://nexatron.io/connectors/category/streaming): Connectors for Kafka, Confluent, Amazon Kinesis, Azure Event Hubs and Google Pub/Sub: ask about throughput, lag and event volumes in plain language.+ - [File, Storage and Spreadsheet Connectors for AI](https://nexatron.io/connectors/category/files): Ask questions of Excel workbooks, Google Sheets, Parquet files in S3 and shared drives in Claude or Teams, with the source of every figure shown.+ - [BI, Semantic Layer and Data Catalog Connectors](https://nexatron.io/connectors/category/bi): Connectors for Looker, Power BI, Tableau, dbt, Collibra and Alation: answer questions with the metrics and glossary your teams already approved.+ - [CRM and Sales MCP Connectors: Salesforce and More](https://nexatron.io/connectors/category/crm): Ask Salesforce, HubSpot, Dynamics 365 and Pipedrive questions in Claude or Teams: pipeline, win rate and slippage, under each person's CRM access.+ - [ERP Connectors for AI: SAP, NetSuite, Oracle and More](https://nexatron.io/connectors/category/erp): ERP connectors for SAP S/4HANA, SAP Business ByDesign, NetSuite, Oracle Fusion, Dynamics 365 and QuickBooks: ask finance questions in Claude or Teams.+ - [FP&A and Planning Connectors: Anaplan, Adaptive](https://nexatron.io/connectors/category/fpa): Connectors for Anaplan, Workday Adaptive Planning, Pigment, Planful, OneStream and Oracle EPM: compare plan, forecast and actuals in plain language.+ - [Procurement, Expense and Payments Connectors for AI](https://nexatron.io/connectors/category/spend): Connectors for SAP Ariba, Coupa, SAP Concur, Stripe and BILL: ask about spend, suppliers, invoices, expenses and payments from Claude or Teams.+ - [Supply Chain and Logistics Connectors for AI](https://nexatron.io/connectors/category/supply-chain): Connectors for Blue Yonder, Kinaxis, Manhattan, project44, FourKites and shipping platforms: ask about OTIF, inventory and shipments in plain language.+ - [ServiceNow and IT Service Management Connectors](https://nexatron.io/connectors/category/itsm): Connectors for ServiceNow, Freshservice, BMC Helix, Ivanti, ManageEngine and PagerDuty: ask about incidents, SLAs and changes in Claude or Teams.+ - [Observability and Cloud Cost Connectors for AI](https://nexatron.io/connectors/category/observability): Connectors for Datadog, New Relic, Splunk, CloudWatch, Grafana and cloud billing exports: ask about errors, latency and cloud spend in plain language.+ - [Identity and Security Connectors: Okta, Entra ID](https://nexatron.io/connectors/category/security): Connectors for Okta, Microsoft Entra ID, CrowdStrike, Wiz, SailPoint and Sentinel: ask about MFA coverage, open findings and access reviews.+ - [Customer Support and Contact Center Connectors](https://nexatron.io/connectors/category/support): Connectors for Zendesk, Freshdesk, Intercom, Genesys, NICE and Amazon Connect: ask about backlog, resolution time and CSAT in Claude or Teams.+ - [Customer Success and Feedback Connectors for AI](https://nexatron.io/connectors/category/success): Connectors for Gainsight, ChurnZero, Qualtrics, Medallia, SurveyMonkey and Typeform: ask about health scores, NPS and feedback themes.+ - [Jira, Confluence, Slack and Knowledge Connectors](https://nexatron.io/connectors/category/knowledge): Connectors for Jira, Confluence, Notion, Slack, Teams, Gmail and Outlook: ask about work in progress, response times and team activity in Claude.+ - [GitHub, GitLab and Engineering Tool Connectors](https://nexatron.io/connectors/category/engineering): Connectors for GitHub, GitLab, Azure DevOps, Linear, Asana and monday.com: ask about cycle time, throughput and project status in plain language.+ - [HR and Workforce Connectors: Workday, SuccessFactors](https://nexatron.io/connectors/category/hr): Connectors for Workday, SAP SuccessFactors, UKG, ADP, BambooHR and Greenhouse: ask about headcount, turnover and time to fill under HR permissions.+ - [Marketing Analytics Connectors: GA4, HubSpot](https://nexatron.io/connectors/category/marketing): Connectors for Google Analytics, HubSpot Marketing, Marketo, Klaviyo, Amplitude and Mixpanel: ask about campaigns, funnels and retention in Claude.+ - [Advertising Connectors: Google, Meta, LinkedIn Ads](https://nexatron.io/connectors/category/advertising): Connectors for Google Ads, Meta Ads, LinkedIn Ads, Microsoft Advertising, Amazon Ads and TikTok Ads: ask about spend, CPA and ROAS in plain language.+ - [Ecommerce Connectors: Shopify, Magento and More](https://nexatron.io/connectors/category/commerce): Connectors for Shopify, Adobe Commerce, BigCommerce, Salesforce Commerce Cloud, WooCommerce and Amazon Seller: ask about sales, products and repeat buyers.+ - [CMS and Digital Asset Management Connectors](https://nexatron.io/connectors/category/content): Connectors for Adobe Experience Manager, Contentful, Contentstack, WordPress, Bynder and Brandfolder: ask about publishing, stale content and asset use.+ - [Contract and E-Signature Connectors: DocuSign](https://nexatron.io/connectors/category/contracts): Connectors for DocuSign, Adobe Acrobat Sign, Ironclad, Icertis, Agiloft and Conga: ask about renewals, signing cycle time and obligations.+ - [Healthcare and Life Sciences Data Connectors](https://nexatron.io/connectors/category/life-sciences): Connectors for Veeva Vault, Medidata, Benchling, Epic and Oracle Health: ask operational questions about trials, documents and capacity in plain language.+ - [Construction and Real Estate Data Connectors](https://nexatron.io/connectors/category/construction): Connectors for Procore, Autodesk Construction Cloud, Yardi, MRI and AppFolio: ask about RFIs, change orders, occupancy and rent roll in plain language.+ - [Manufacturing and Industrial Data Connectors](https://nexatron.io/connectors/category/manufacturing): Connectors for IBM Maximo, AVEVA PI, Siemens Opcenter, Teamcenter, PTC Windchill and ServiceChannel: ask about downtime, work orders and quality.+ - [Education Data Connectors: Canvas, PowerSchool](https://nexatron.io/connectors/category/education): Connectors for Canvas, Blackboard, Moodle, PowerSchool and Ellucian: ask about enrolment, course completion and attendance in plain language.+ - [Insurance and Core Banking Data Connectors](https://nexatron.io/connectors/category/financial-services): Connectors for Guidewire, Duck Creek, FIS, Fiserv and Temenos: ask about policies, claims, accounts and transactions in plain language.+ - [Custom API Connectors: REST, OData, GraphQL, SFTP](https://nexatron.io/connectors/category/custom): Connection methods for REST and OpenAPI, OData, GraphQL, webhooks, SFTP and documents: bring a system without a dedicated connector to Nexatron.+ - [Acumatica reporting: ask finance, distribution and project questions in Claude](https://nexatron.io/connectors/acumatica): Available. Acumatica reporting without a new generic inquiry: ask about AR aging, sales orders, stock items, projects and branch results from Claude, Teams or Slack. Acumatica is a cloud ERP for small and midsize companies, sold in industry editions for distribution, manufacturing, construction and retail. Controllers, operations managers and project accountants run their+ - [Adobe Acrobat Sign agreement questions over the Adobe Sign API](https://nexatron.io/connectors/adobe-acrobat-sign): Available. Use the Adobe Sign API to ask about agreements out for signature, signer turnaround, declined documents and template use in Adobe Acrobat Sign, from Claude. Adobe Acrobat Sign, formerly Adobe Sign and EchoSign, is Adobe's electronic signature service. Sales operations, HR, legal and procurement teams send agreements from it or from Salesforce, Workday and Microsoft 36+ - [Adobe Analytics dashboard answers without building another Workspace project](https://nexatron.io/connectors/adobe-analytics): Available. Adobe Analytics dashboard questions answered from report suites: eVars, props, success events, segments and calculated metrics, asked from Claude or Teams. Adobe Analytics is Adobe's web and app analytics product, part of Adobe Experience Cloud. Digital analytics and marketing teams collect hits into report suites, define eVars, props and success events, an+ - [Magento analytics for Adobe Commerce (Magento): orders, catalog and stock](https://nexatron.io/connectors/adobe-commerce-magento): Available. Magento analytics for Adobe Commerce and Magento Open Source: ask about orders by store view, invoices, credit memos, MSI stock and cart price rules. Adobe Commerce, formerly Magento Commerce, and the open-source Magento Open Source run large B2C and B2B storefronts. One installation can host several websites, stores and store views, and it records quot+ - [Adobe Experience Manager analytics for pages, assets and workflows](https://nexatron.io/connectors/adobe-experience-manager): Available. Adobe Experience Manager analytics for content operations: stale pages, publication status, asset expiry, fragment reuse and workflow backlogs by site. Adobe Experience Manager (AEM) is Adobe's enterprise content management system. AEM Sites manages web pages, templates, content fragments and experience fragments across sites and languages, and AEM Assets is+ - [Adobe Workfront reporting: ask about projects, hours and approvals](https://nexatron.io/connectors/adobe-workfront): Available. Adobe Workfront reporting in plain language: projects, tasks, requests, logged hours, resource allocation and proof approvals, asked from Claude or Teams. Adobe Workfront is Adobe's enterprise work management platform, used heavily by marketing, creative and PMO teams. It holds the intake requests that start work, the projects and tasks that deliver it, the hours peo+ - [ADP reporting in plain language: workforce questions for ADP Workforce Now](https://nexatron.io/connectors/adp): Available. ADP reporting without the export: ask about headcount, turnover, overtime and payroll cost by department in ADP Workforce Now from Claude or Teams. ADP is a payroll and human capital management provider. Midsize and large employers run ADP Workforce Now for payroll, HR records, time and attendance and benefits, and larger enterprises run ADP Vantage HCM or ADP GlobalView+ - [Adyen AI questions on payments, disputes and settlement batches](https://nexatron.io/connectors/adyen): Available. Adyen AI for payment operations: ask about authorisation rates, refusal reasons, chargebacks and settlement batches by merchant account. Adyen is a payments platform that acquires and processes card, wallet and local payment methods for online, in-app and in-store sales under one company account. Payment, risk and finance teams use it to accept payments, manage refunds and charge

Showing the first 40 of each.

https://nexatron.io/llms.txt

− > Nexatron is an enterprise AI analytics platform with the Model Context Protocol (MCP) built in. People ask questions in plain English (typed or by voice); AI agents query the same governed warehouse through MCP. Every answer returns the result, the exact query that produced it, its lineage, and a calibrated confidence score.− Nexatron is built by dotSolved Inc (dotSolved Systems, Inc.). It connects to your existing data warehouses, databases, files, and business apps without a data migration, maintains a governed semantic layer, and serves calibrated answers to people and to AI agents under one set of rules.− - Calibrated answers: Governed answers carry a 0-100 confidence score, shown as High (85 and above), Verify (60-84) or Low (below 60) with a label and icon, not colour alone; a question that does not complete, or that Nexatron refuses, carries 0 in its confidence field: the refusal or failure sentinel, not a judged score. A clarifying question is not a governed answer: a source clarification leaves the confidence field empty, and a record-picker clarification may carry the score of the intent it− - DuckDB is also the embedded cross-source federation engine, so one question can join across heterogeneous connected sources with lineage preserved and no warehouse migration.− - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplitude, Workday, and Zendesk. The current live − - Calibrated confidence on governed answers, with the exact query, lineage, and source rows.− - What is Nexatron? An enterprise AI analytics platform by dotSolved Inc that lets people and AI agents ask questions of a governed data warehouse and get calibrated, source-cited answers.− - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplitude, Workday, and Zendesk) via a generic A− - Terms used across Nexatron (semantic layer, certified metric, MetricQL, calibrated answer, federation, MCP): https://nexatron.io/glossary− - [Talk to your data with Nexatron](https://nexatron.io/product/ask): Chat with your business data in plain English or by voice. Explore supported sources, review query evidence, and ask follow-up questions with Nexatron.− - [Cross-source analytics across CRM, ERP and warehouses](https://nexatron.io/product/federation): Answer questions across a CRM, an ERP and a warehouse without a migration first, and refuse rather than guess when the join key was never certified.− - [Revenue operations: pipeline questions answered while they still matter](https://nexatron.io/solutions/revenue-operations): Pipeline, coverage and account-risk questions answered in seconds across the CRM and finance system, without building another dashboard nobody opens.− - [Data teams: stop being the queue](https://nexatron.io/solutions/data-and-analytics): Hand the routine questions to the people asking them, keep control of what the numbers mean, and get your team back to the work only they can do.− - [Self-service analytics: why it keeps failing, and what changed (Getting answers out of your business systems)](https://nexatron.io/resources/guides/answers-for-business-teams/self-service-analytics-why-it-keeps-failing): Three waves of self-service tools promised to remove the analyst bottleneck. Here is why each stalled, and what is genuinely different this time.− - [What is a semantic layer? (Governed AI analytics)](https://nexatron.io/resources/guides/governed-ai-analytics/what-is-a-semantic-layer): A plain-English explanation: what a semantic layer maps, why natural-language analytics fails without one, and how certified metrics differ from ad-hoc SQL.− - [What is agentic analytics? (Governed AI analytics)](https://nexatron.io/resources/guides/governed-ai-analytics/what-is-agentic-analytics): Agentic analytics explained, how it differs from conversational BI and dashboards, what it changes about governance, and where it genuinely helps.− - [Measure the whole question-to-decision journey](https://nexatron.io/blog/analytics-latency-budget): The time a model takes to generate text is only one part of an analytical workflow.− - [Connect first, model later](https://nexatron.io/blog/connect-first-model-later): The conventional order is model everything, then let people ask. That sequencing is why so many analytics programmes stall before anyone gets an answer.+ > Nexatron is an enterprise AI analytics platform with the Model Context Protocol (MCP) built in. People ask questions in chat (typed or by voice); AI agents query the same governed warehouse through MCP. Every governed answer returns the result, the exact query that produced it, its lineage, and a confidence score.+ Nexatron is built by dotSolved Inc (dotSolved Systems, Inc.). It connects to your existing data warehouses, databases, files, and business apps without a data migration, maintains a governed semantic layer, and serves governed answers to people and to AI agents under one set of rules.+ - Confidence scores: Governed answers carry a 0-100 confidence score, shown as High (85 and above), Verify (60-84) or Low (below 60) with a label and icon, not color alone; a question that does not complete, or that Nexatron refuses, carries 0 in its confidence field: the refusal or failure sentinel, not a judged score. A clarifying question is not a governed answer: a source clarification leaves the confidence field empty, and a record-picker clarification may carry the score of the intent it m+ - DuckDB is also the embedded cross-source federation engine, so one question can join across heterogeneous connected sources with lineage preserved and no warehouse migration. Federation is on by default for new workspaces, and a workspace admin can turn it off. A cross-source join does not need a certified entity link by default; a workspace admin can require one, and a question whose sources have no certified link is then declined.+ - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplit+ - A confidence score on governed answers, with the exact query, lineage, and source rows.+ - What is Nexatron? An enterprise AI analytics platform by dotSolved Inc that lets people and AI agents ask questions of a governed data warehouse and get source-cited answers with a confidence score.+ - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, Xero, Pipedrive, BILL, DocuSign, Odoo, ADP, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Ampl+ - Terms used across Nexatron (semantic layer, certified metric, MetricQL, confidence score, federation, MCP): https://nexatron.io/glossary+ ### MCP server+ - [Nexatron for Claude, ChatGPT and Copilot](https://nexatron.io/mcp-server): Nexatron's hosted MCP server lets Claude, ChatGPT and Microsoft Copilot ask governed questions of your business systems, under each person's own permissions.+ ### Connector pages: an MCP server (connector) for each system+ - [Acumatica MCP server](https://nexatron.io/connectors/acumatica): Available. Nexatron's hosted MCP server is a governed Acumatica MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Acumatica questions under your own permissions. Acumatica is a cloud ERP for small and midsize businesses that holds financials, distribution, project accounting and customer records.+ - [Adobe Acrobat Sign MCP server](https://nexatron.io/connectors/adobe-acrobat-sign): Available. Nexatron's hosted MCP server is a governed Adobe Acrobat Sign MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Acrobat Sign questions under your own permissions. Adobe Acrobat Sign is an electronic signature service that stores agreements, signing status, signer workflow history, templates and completion timestamps.+ - [Adobe Analytics MCP server](https://nexatron.io/connectors/adobe-analytics): Available. Nexatron's hosted MCP server is a governed Adobe Analytics MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Analytics questions under your own permissions. A web and digital analytics platform that records visits, page views, conversions and marketing channel performance across sites and apps.+ - [Adobe Commerce / Magento MCP server](https://nexatron.io/connectors/adobe-commerce-magento): Available. Nexatron's hosted MCP server is a governed Adobe Commerce / Magento MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Commerce / Magento questions under your own permissions. Adobe Commerce, formerly Magento, is an e-commerce platform that stores catalog products, customer orders, inventory, pricing rules and store configuration.+ - [Adobe Experience Manager MCP server](https://nexatron.io/connectors/adobe-experience-manager): Available. Nexatron's hosted MCP server is a governed Adobe Experience Manager MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Experience Manager questions under your own permissions. Adobe Experience Manager is a content management platform that stores website pages, digital assets, experience fragments, templates and authoring and publishing workflows.+ - [Adobe Workfront MCP server](https://nexatron.io/connectors/adobe-workfront): Available. Nexatron's hosted MCP server is a governed Adobe Workfront MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adobe Workfront questions under your own permissions. An enterprise work management platform for planning projects, tasks, resources, approvals and requests across marketing and operations teams.+ - [ADP MCP server](https://nexatron.io/connectors/adp): Available. Nexatron's hosted MCP server is a governed ADP MCP connector for Claude, ChatGPT and Microsoft Copilot: ask ADP questions under your own permissions. ADP Workforce Now is a cloud HR and payroll platform; it holds employee records, pay runs, time and attendance, benefits and headcount.+ - [Adyen MCP server](https://nexatron.io/connectors/adyen): Available. Nexatron's hosted MCP server is a governed Adyen MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Adyen questions under your own permissions. Adyen is a payments platform that processes card and alternative payment transactions, settlements, refunds and chargebacks for merchants.+ - [Agiloft MCP server](https://nexatron.io/connectors/agiloft): Available. Nexatron's hosted MCP server is a governed Agiloft MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Agiloft questions under your own permissions. Agiloft is a contract lifecycle management platform; it holds contracts, clauses, counterparties, approvals, renewal dates and obligations.+ - [Aha! MCP server](https://nexatron.io/connectors/aha): Available. Nexatron's hosted MCP server is a governed Aha! MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Aha! questions under your own permissions. A product management platform that holds product strategy, roadmaps, customer ideas, features, releases and goals.+ - [Airtable MCP server](https://nexatron.io/connectors/airtable): Available. Nexatron's hosted MCP server is a governed Airtable MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Airtable questions under your own permissions. A cloud database and spreadsheet hybrid where teams build custom apps from bases of tables, records, fields and views.+ - [Airwallex MCP server](https://nexatron.io/connectors/airwallex): Available. Nexatron's hosted MCP server is a governed Airwallex MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Airwallex questions under your own permissions. Airwallex is a global payments and financial platform offering multi-currency accounts, cross-border payments and cards, with transaction and balance records.+ - [Akeneo MCP server](https://nexatron.io/connectors/akeneo): Available. Nexatron's hosted MCP server is a governed Akeneo MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Akeneo questions under your own permissions. Akeneo is a product information management system that stores product attributes, categories, families, translations and data completeness scores for catalogs.+ - [Alation MCP server](https://nexatron.io/connectors/alation): Available. Nexatron's hosted MCP server is a governed Alation MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Alation questions under your own permissions. Alation is a data catalog that stores metadata, business glossary terms, data owners and usage information about an organization's tables, columns and reports.+ - [Amazon Ads MCP server](https://nexatron.io/connectors/amazon-ads): Available. Nexatron's hosted MCP server is a governed Amazon Ads MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Ads questions under your own permissions. An advertising platform for sellers and brands that holds sponsored product, brand and display campaigns with spend, sales and advertising cost of sale.+ - [Amazon Athena MCP server](https://nexatron.io/connectors/amazon-athena): Available. Nexatron's hosted MCP server is a governed Amazon Athena MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Athena questions under your own permissions. Amazon Athena is an AWS serverless query service that runs SQL directly on data files stored in Amazon S3, commonly used for logs, events and data lake tables.+ - [Amazon Connect MCP server](https://nexatron.io/connectors/amazon-connect): Available. Nexatron's hosted MCP server is a governed Amazon Connect MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Connect questions under your own permissions. Amazon Connect is a cloud contact centre service that holds contacts, queues, routing profiles, agent metrics and contact flow data.+ - [Amazon Kinesis MCP server](https://nexatron.io/connectors/amazon-kinesis): Available. Nexatron's hosted MCP server is a governed Amazon Kinesis MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Kinesis questions under your own permissions. Amazon Kinesis is an AWS service for collecting and processing real-time data streams such as clickstreams, logs and application events.+ - [Amazon Redshift MCP server](https://nexatron.io/connectors/redshift): Available. Nexatron's hosted MCP server is a governed Amazon Redshift MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Redshift questions under your own permissions. Amazon Redshift is AWS's cloud data warehouse; it holds analytical tables such as orders, revenue, customers, web events and inventory.+ - [Amazon S3 MCP server](https://nexatron.io/connectors/amazon-s3): Available. Nexatron's hosted MCP server is a governed Amazon S3 MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon S3 questions under your own permissions. Amazon S3 is AWS object storage; Parquet files stored there hold analytical datasets such as orders, events, logs, usage and exported system data.+ - [Amazon Seller MCP server](https://nexatron.io/connectors/amazon-seller): Available. Nexatron's hosted MCP server is a governed Amazon Seller MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amazon Seller questions under your own permissions. Amazon Seller refers to Amazon's seller account data, including marketplace listings, orders, inventory, fulfillment, returns, fees and settlement reports.+ - [Amplitude MCP server](https://nexatron.io/connectors/amplitude): Available. Nexatron's hosted MCP server is a governed Amplitude MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Amplitude questions under your own permissions. Amplitude is a product analytics platform; it holds user events, funnels, cohorts, retention and feature usage data from apps and websites.+ - [Anaplan MCP server](https://nexatron.io/connectors/anaplan): Available. Nexatron's hosted MCP server is a governed Anaplan MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Anaplan questions under your own permissions. Anaplan is a cloud planning platform where organizations build connected models for budgets, forecasts, sales and workforce plans.+ - [AppFolio MCP server](https://nexatron.io/connectors/appfolio): Available. Nexatron's hosted MCP server is a governed AppFolio MCP connector for Claude, ChatGPT and Microsoft Copilot: ask AppFolio questions under your own permissions. AppFolio is a property management platform that stores rental properties, units, leases, rent collection, maintenance work orders and owner accounting.+ - [Approved website ingestion MCP server](https://nexatron.io/connectors/approved-website-ingestion): Available. Nexatron's hosted MCP server is a governed Approved website ingestion MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Approved website ingestion questions under your own permissions. Approved website ingestion is a method that reads content from company-approved web pages, such as product pages, policies and documentation, into a searchable source.+ - [AppsFlyer MCP server](https://nexatron.io/connectors/appsflyer): Available. Nexatron's hosted MCP server is a governed AppsFlyer MCP connector for Claude, ChatGPT and Microsoft Copilot: ask AppsFlyer questions under your own permissions. A mobile attribution and marketing analytics platform that records app installs, in-app events and campaign performance by media source.+ - [Asana MCP server](https://nexatron.io/connectors/asana): Available. Nexatron's hosted MCP server is a governed Asana MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Asana questions under your own permissions. A work management platform where teams track tasks, projects, portfolios, goals and deadlines across the organization.+ - [Jira & Confluence MCP server](https://nexatron.io/connectors/atlassian): Available. Nexatron's hosted MCP server is a governed Jira & Confluence MCP connector for Claude, ChatGPT and Microsoft Copilot: ask Jira & Confluence questions under your own permissions. Atlassian Jira and Confluence track work and documentation; Jira holds issues, sprints, projects and workflows, and Confluence holds team pages and spaces.

Showing the first 40 of each.

https://nexatron.io/llms.txt

− - Calibrated answers: every response carries a confidence score and is traceable to its source rows and SQL.− - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, NetSuite, ServiceNow, HubSpot, Stripe, Microsoft Dynamics 365, SAP S/4HANA, Workday, Shopify, Google Analytics, Marketo, Atlassian (Jira + Confluence), Zoho CRM, Intercom, Klaviyo, Amplitude, Oracle Fusion, SAP Concur, Coupa, Veeva Vault, Agiloft, Freshservice, UKG Pro, Sage Intacct, and Zendesk. The curr− - Calibrated confidence on every answer, with the exact query, lineage, and source rows.− - Full audit of human and agent queries; signed provenance on every answer; SSO and SCIM provisioning.− - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (Salesforce, QuickBooks, NetSuite, ServiceNow, HubSpot, Stripe, Microsoft Dynamics 365, SAP S/4HANA, Workday, Shopify, Google Analytics, Marketo, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplitude, Oracle Fusion, SAP Concur, Coupa, Veeva Vault, Agiloft, Freshservice, UKG Pro, Sage Intacct, Zendesk, and more) via a generic AppConnector + MCP− - Can I trust the numbers? Every answer carries a confidence score, the exact query, and lineage to the source rows; certified metrics keep a number consistent across the organization.− - [Ask your enterprise data from Claude](https://nexatron.io/claude): Connect Claude to Nexatron through MCP. Evaluate business questions against your sources, metric definitions, permissions, and reference reports.− - [Ask precise questions about your Salesforce pipeline](https://nexatron.io/integrations/salesforce): Evaluate Salesforce pipeline, win rate, account hierarchy, and forecast questions through Nexatron, with Claude available through MCP.− - [Keep finance meaning visible in NetSuite answers](https://nexatron.io/integrations/netsuite): Evaluate NetSuite revenue, receivables, periods, subsidiaries, and currency questions with Nexatron and your approved finance references.− - [Evaluate warehouse answers with the right role and definition](https://nexatron.io/integrations/snowflake): Bring Snowflake metrics into a scoped Nexatron evaluation. Check role access, business definitions, freshness, coverage, and query behavior.− - [Ask: answers that show their work](https://nexatron.io/product/ask): Ask questions of governed enterprise data in plain English or by voice, and get the query, the sources, and a confidence signal alongside every answer.− - [Semantic layer: one definition, everywhere](https://nexatron.io/product/semantic-layer): Define metrics, dimensions and joins once in MetricQL. Certification stays a human decision, so a plausible definition never becomes enterprise truth.− - [Agents: the same rules, through a different door](https://nexatron.io/product/agents): Nexatron exposes an MCP server so agents like Claude query enterprise data under the same row-level security, certified metrics and audit as a person.− - [Federation: the question that spans three systems](https://nexatron.io/product/federation): Answer questions across a CRM, an ERP and a warehouse without a migration first, and refuse rather than guess when the join key was never certified.− - [Embed: answers inside your own product](https://nexatron.io/product/embed): Put governed natural-language analytics into your own application with the @nexatron/chat SDK, with tenant isolation enforced at the query layer.+ - Calibrated answers: Governed answers carry a 0-100 confidence score, shown as High (85 and above), Verify (60-84) or Low (below 60) with a label and icon, not colour alone; a question that does not complete, or that Nexatron refuses, carries 0 in its confidence field: the refusal or failure sentinel, not a judged score. A clarifying question is not a governed answer: a source clarification leaves the confidence field empty, and a record-picker clarification may carry the score of the intent it+ - Business-app connectors are a separate, growing layer: a generic AppConnector plus an MCP framework, with per-user OAuth. They are NOT counted in the nine. Live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplitude, Workday, and Zendesk. The current live + - Calibrated confidence on governed answers, with the exact query, lineage, and source rows.+ - Audit of human queries (governed answers in Ask are written to a tenant-keyed, hash-chained audit log, and audit exports carry an HMAC-signed manifest); SSO and SCIM provisioning.+ - Which data sources does it connect to? Nine warehouse, database, and file connectors (above), plus a separate and growing library of business-app connectors (live today: Salesforce, QuickBooks, SAP Concur, Coupa, Veeva Vault, Agiloft, SAP S/4HANA, Shopify, Oracle Fusion, Google Analytics, Marketo, Freshservice, Freshdesk, UKG Pro, Sage Intacct, ServiceNow, Microsoft Dynamics 365, NetSuite, HubSpot, Stripe, Atlassian, Zoho CRM, Intercom, Klaviyo, Amplitude, Workday, and Zendesk) via a generic A+ - Can I trust the numbers? A governed answer carries a confidence score, the exact query, and lineage to the source rows; certified metrics keep a number consistent across the organization.+ - [Connect Claude to your business data through MCP](https://nexatron.io/claude): Connect Claude to Nexatron through MCP. Evaluate business questions against your sources, metric definitions, permissions, and reference reports.+ - [Salesforce pipeline analytics in natural language](https://nexatron.io/integrations/salesforce): Evaluate Salesforce pipeline, win rate, account hierarchy, and forecast questions through Nexatron, with Claude available through MCP.+ - [NetSuite financial analytics with natural-language questions](https://nexatron.io/integrations/netsuite): Evaluate NetSuite revenue, receivables, periods, subsidiaries, and currency questions with Nexatron and your approved finance references.+ - [Chat with Snowflake data using approved business definitions](https://nexatron.io/integrations/snowflake): Bring Snowflake metrics into a scoped Nexatron evaluation. Check role access, business definitions, freshness, coverage, and query behavior.+ - [Talk to your data with Nexatron](https://nexatron.io/product/ask): Chat with your business data in plain English or by voice. Explore supported sources, review query evidence, and ask follow-up questions with Nexatron.+ - [AI semantic layer for consistent business metrics](https://nexatron.io/product/semantic-layer): Define metrics, dimensions and joins once in MetricQL. Certification stays a human decision, so a plausible definition never becomes enterprise truth.+ - [MCP server for governed enterprise analytics](https://nexatron.io/product/agents): Nexatron exposes an MCP server so agents like Claude query enterprise data under the same row-level security, certified metrics and audit as a person.+ - [Cross-source analytics across CRM, ERP and warehouses](https://nexatron.io/product/federation): Answer questions across a CRM, an ERP and a warehouse without a migration first, and refuse rather than guess when the join key was never certified.+ - [Embedded AI analytics for your application](https://nexatron.io/product/embed): Put governed natural-language analytics into your own application with the @nexatron/chat SDK, with tenant isolation enforced at the query layer.