Connect AI agents to the systems you already run
The Connector Framework links the Cogito AI Operating System to the systems your teams already use, so agents reason over your real, current knowledge, not a stale copy or a generic model's guess.
- One trusted view of enterprise knowledge across every system
- Agents answer from current data, cutting stale or wrong responses
- Source permissions and residency enforced automatically
- Faster time to value, with no rip-and-replace of existing systems
- Full audit trail of what data agents accessed
Supported connectors
20 native connectors copy data into your Enterprise Data Model; 84 more systems are queried live through MCP, where nothing is copied.
Any other MCP-compatible system can connect too, and custom connectors take about two weeks. More in the FAQ
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- SalesforceCRM & sales
- SuperOffice CRMCRM & salesMCP
- Google DriveDocuments & storage
- OneDriveDocuments & storage
- SharePointDocuments & storage
- Atlassian (Jira & Confluence)Collaboration & messaging
- DocuSignContracts & e-signatureMCP
- Zoho CRMCRM & salesMCP
- ServiceNowService & support
- Microsoft TeamsCollaboration & messaging
- SlackCollaboration & messaging
- Outlook Mail (Exchange)Email & calendar
- Zoho FinanceFinance & ERPMCP
- NetSuiteFinance & ERP
- ManageEngine ServiceDesk PlusService & supportMCP
- Outlook (Microsoft Calendar)Email & calendarMCP
- ShopifyCommerce & paymentsMCP
- XeroFinance & ERPMCP
- HubSpotCRM & sales
- FreshdeskService & supportMCP
- BoxDocuments & storage
- QuickBooks OnlineFinance & ERPMCP
- ZoomCollaboration & messagingMCP
- GmailEmail & calendar
- Google CalendarEmail & calendarMCP
- GitHubEngineering & ITMCP
- IroncladContracts & e-signatureMCP
- StripeCommerce & paymentsMCP
- OktaEngineering & ITMCP
- NotionCollaboration & messaging
- AsanaCollaboration & messagingMCP
- SnowflakeData & analytics
What the Connector Framework does
The Connector Framework links Cogito AI to your CRM, operations systems, shared drives, data warehouses, databases, HRIS and ERP. It unifies that structured and unstructured data into a single Enterprise Data Model, so every agent answers from one trusted, permission-aware view of your business.
- 01
Structured & unstructured
Connect your systems, structured and unstructured, and bring everything from documents, wikis and tickets to email into one Enterprise Data Model.
- 02
Smart Data Ingestion
Extract meaning from your documents as they are ingested: agreements, orders, invoices, proposals and RFPs, tickets, emails, meeting transcripts and more. Key terms such as the parties, dates and fees are tagged, each with a confidence rating, from standard templates or your own, and build your Enterprise Data Model.
- 03
Governed access
Every connection respects source permissions, data residency and least-privilege access, so agents only see what each user is entitled to.
- 04
Kept up to date
A six-step setup wizard tests each connection; incremental, manual and scheduled syncs, with event-driven real-time pipelines, keep agent knowledge up to date, and you can monitor every source and ingestion job.
- 05
Ring-fenced data
Your data stays isolated within your controls, with full provenance and an audit trail of what was read and when.
- 06
Native and MCP connectors
Native connectors ingest your data into the Enterprise Data Model, MCP gives federated access to the rest, and custom connectors are built in about two weeks.
In the platform
Review what's extracted from each document while you set up a source: every field carries a confidence rating.
Manage SourcesFinance DocsSetup
- Source Type
- Connect
- Select Data
- 4Review Extraction
- 5Schedule
- 6Review and Activate
Sample files 5
- CT-2041_MSA_ACC-031.pdf(needs review)MSA
- CT-2047_OrderForm_ACC-049.pdf(extracted)Order Form
- CT-2052_MSA_ACC-058.pdf(needs review)MSA
- AccountLog_ACC-018.pdf(extracted)Customer Relationship Logs
- Email_Service_Query.pdf(extracted)Customer Email Threads
CT-2047_OrderForm_ACC-049.pdf6 pagesOrder Form
Northwind Advisory · Confidential, executed agreementPage 4
Schedule B: Fees and charges
1. The annual fee for the Services is USD 174,000, invoiced annually in advance.
| Service line | Annual fee (USD) |
|---|---|
| Portfolio Reporting Service | 96,400.00 |
| Advisor Portal | 34,250.00 |
| Performance Analytics | 28,500.00 |
| Compliance Support | 14,850.00 |
| Total | 174,000.00 |
2. Fees exclude sales, use and value-added taxes, which shall be added where applicable.
Extracted fields 1098%
PropertyConfidence
Contract2
- CUSTOMERHighFabrikam Inc.
- RENEWAL_TERMSHighAuto-renews, 60-day notice
ContractServiceLineItem8
- SERVICE_LINEHighPortfolio Reporting Service
- SERVICE_LINEHighAdvisor Portal
- SERVICE_LINEHighPerformance Analytics
- SERVICE_LINEHighCompliance Support
- ANNUAL_FEEHigh96,400.00
- ANNUAL_FEEHigh34,250.00
- ANNUAL_FEEHigh28,500.00
- ANNUAL_FEEHigh14,850.00
Illustrative product view with sample data.
How it works
- 1
Connect your systems
A six-step wizard connects your CRM, operations systems, shared drives, data warehouses, databases, HRIS and ERP: set up and test authentication, choose how often data updates, then review and activate.
- 2
Extract meaning from your documents
Key terms such as the customer, product sold and revenue commitment are extracted from each document, each with a confidence rating.
- 3
Unify into the Enterprise Data Model
Structured and unstructured data is normalized into one Enterprise Data Model that ensures agents remain grounded in the facts of your business.
- 4
Keep it fresh
Incremental sync keeps the Enterprise Data Model current as source systems change, with no manual re-ingestion.
- 5
Answer within your permissions
Agents draw on connected knowledge while respecting source permissions, residency and audit at every step.