Conversational AI

A secure data layer for AI assistants

Connect to 350+ enterprise sources with your existing security model

Get started in minutes with:

ChatGPT
Claude
Copilot
Test it yourself

Stop shadow AI before it starts

Enable ChatGPT, Claude, or any AI assistant to query live enterprise data while your existing security controls enforce existing permissions.


Your security model, extended to AI

Every AI query enforces the user's existing source system permissions—automatically, at runtime.

  • OAuth/SAML identity passthrough with user-level access enforcement
  • No parallel permission mapping or role configuration required
  • Further manage user permissions with least-privilege controls

Query production systems directly

AI requests processed through intelligent query pushdown without caching, ETL, or stale snapshots.

  • Real-time queries to production systems
  • No intermediate staging or data duplication
  • Sub-second response times without pre-indexing

Every AI query traced to a user

Every AI-to-data interaction logged with full user attribution.

  • End-to-end traceability from chat message to query
  • Scoped workspaces limit sources and tools by team or use case
  • Exportable logs for SIEM integration

AI data connectivity, architected right

Invest in one governed layer that scales AI access without compromises

Claude query

350+ enterprise sources connected in minutes

Every object, field, and relationship—auto-discovered and AI-ready

The complete data model across Salesforce, NetSuite, ServiceNow, data warehouses, and hundreds more mapped into one unified semantic interface—exposing everything from source APIs so AI reasons with your full schema, not a simplified subset. Paste a single MCP URL into any AI tool and start querying in under five minutes.

Built for accuracy, optimized for cost

Source-level intelligence that reduces inference costs 20-60%

Semantic intelligence and an efficient toolset deliver accurate answers 36% more consistently than industry baseline—without the context window bloat from schema exploration and query retries. Intelligent query pushdown executes operations directly at the source, ensuring predictable performance across every system without burning tokens.

Context illustration
Independent data platform layer

One data layer. Any AI platform. Any protocol.

Build once—security, governance, and audit carry forward everywhere

Power conversational assistants and autonomous agents with write-back capabilities from a single secure layer. MCP for AI agents, ODBC/JDBC for BI tools, REST/OData for custom apps—your entire stack connects through one governed interface without re-implementing auth flows or permission models for each platform.

Test it yourself

Validate in minutes—no sales call required.

Quickstart Guides: Build a working agent with demo data in minutes.

Prompt Library

Real patterns from enterprise deployments

50+ ready-to-use prompts your teams will actually run in our Prompt Library

Customer health agent for sales

"Show me open escalations for accounts with renewals in the next 60 days"

Salesforce
Zendesk
Jira

AI joins CRM account data with support tickets in real-time—sales sees renewal risks without switching tools or waiting on reports.

Try it out

Marketing campaign and ROI analyst

"Compare Q3 campaign spend against closed-won revenue by source"

Google Ads
LinkedIn
Hubspot

AI federates ad spend with CRM pipeline data—marketing gets attribution across disconnected systems in one answer.

Try it out

Product roadmaps from user telemetry

"Correlate feature usage with support ticket volume by module"

Snowflake
BigQuery
Redshift
Dynamics 365

AI queries warehouse telemetry alongside CRM support cases—product prioritizes based on data, not opinions.

Try it out

See it in action with our Vibe Querying series

Uncovering insights from sales and marketing data

Turn real-time sales data into actionable opportunities

Analyzing customer journeys for revenue-driving deal insights

How enterprises are deploying governed AI data access


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Validate in 5 minutes, scale when ready

Start a 14-day free trial and see the difference connected data makes for AI yourself