All work
The firm already had the data and tools that mattered — they just weren't reachable by modern AI in a way that satisfied security and compliance. A full rebuild was off the table.
The challenge
A financial services firm wanted its data and tools usable by modern AI models — securely, without rebuilding everything.
Our approach
We built a least-privilege MCP server exposing curated tools and data, with auth, rate limiting, and complete observability.
What we built
- A least-privilege MCP server over curated tools and data
- Authentication, authorization, and rate limiting at the boundary
- Complete logging and tracing for audit
- A path to AI-assisted workflows without re-platforming
The outcome
Enabled AI-assisted workflows across the org in weeks, not quarters.
Figures are illustrative pending client approval.