Make your enterprise data
agent-ready
A composable MCP server that connects to your databases, understands your data, and exposes governed, domain-aware tools for AI agents - with audit, guardrails, and provenance built in.
Book a discovery call See capabilitiesYour data is trapped behind generic connectors
Generic tools expose raw tables, not business meaning
Your agents get SELECT * access and have to figure out your schema themselves. They make mistakes, return wrong data, and you can't trust the results.
No governance at the data layer
Agents see everything or nothing. No field-level access control, no PII masking, no audit trail. You're one prompt away from exposing sensitive data.
Months of custom integration for every new source
Every database needs bespoke tooling, custom queries, and manual documentation. By the time it's ready, requirements have moved on.
From database to agent-ready in minutes
Connect
Connect to SQL Server, cloud-native databases, legacy systems, or Slipflow - wherever your data lives.
Discover
Slipflow Bridge automatically profiles your data, classifies what it finds, and builds a domain model your agents can work with.
Query
AI agents get purpose-built tools they can query safely and securely - with full governance on every response.
It doesn't just connect. It understands.
Schema-aware tool generation
Slipflow Bridge auto-generates domain-specific MCP tools from your data - not generic CRUD endpoints. Your agents get tools like get_active_policies and list_open_claims, not raw table access.
Domain profiles
Curated industry knowledge packs for insurance and financial services. Each profile encodes entity definitions, field patterns, business rules, and enumeration libraries - and they improve with every deployment.
Customer refinement
Review and enrich discovered models via the portal. Rename fields, define business rules, label enumerations. Your corrections make the system smarter - for you and for future customers.
Guardrails and governance, built in - not bolted on
Before the query runs
- Authentication and tenant-scoped access control
- Query validation - no unfiltered access to your data
- Rate limiting per agent and per tool
- Read-only enforcement, regardless of database permissions
- Relationship boundaries - agents only see the data they're allowed to traverse
After the data comes back
- Field-level access control per agent scope
- PII masking - automatic detection and redaction of sensitive data
- Volume limits to prevent data exfiltration
- Sensitive data never cached, even when caching is enabled
Every response carries provenance - where the data came from, when it was last validated, and what was applied to it.
Control what agents see, how they see it, and who sees what
Every response passes through a configurable pipeline - filtering sensitive fields, masking personal data, enriching with provenance, and logging for audit. You choose what's on and what's off, per connector, per team, per tool.
- Control which fields each agent can access
- Mask or redact personal data automatically
- Attach data quality and provenance signals
- Full audit trail on every query
Deploy where your data lives
SaaS
Managed by us on Azure. Up and running fast with zero infrastructure to manage.
Your cloud
Deploy into your own Azure, AWS, or GCP environment. Your data never leaves your infrastructure.
Standalone
Connect any database. No Slipflow required. Full value from day one.
With Slipflow
Full pipeline: ingest, validate, store, and query. Validated data carries quality signals all the way through to agent responses.
Ready to make your data agent-ready?
We'll walk you through a live demo with your data sources and show you how Slipflow Bridge fits into your architecture.
Book a discovery call