Services

What I build

AI backends that combine retrieval, stateful orchestration, and structured model outputs, with validation and recovery around each step.

What you receive

• Retrieval pipelines with traceable sources
• Typed outputs, evaluations, and review rules
• Async jobs, provider fallback, and observability

What I build

Complete applications built across the interface, API, and database, with access rules and workflows shaped around the people using them.

What you receive

• Responsive interfaces and role-based workflows
• API contracts, data models, and validation
• Tested integrations, deployment setup, and handover

What I build

Document pipelines that extract and normalize data from PDFs and scans, reconcile totals and balance chains, and surface uncertainty before export.

What you receive

• Structured records and reviewable spreadsheet exports
• Field validation and reconciliation checks
• Exception handling for incomplete or inconsistent sources

What I build

AI added to existing products through model APIs, tool calls, and webhooks, with explicit approval boundaries and predictable failure handling.

What you receive

• Provider routing and structured tool interfaces
• Approval flows for consequential actions
• Fallback behavior, error handling, and operational logs