Things we've shipped.

Sovereign AI — build, operate, transfer

Our flagship engagement model: specialist models fine-tuned for each of the client's verticals on their own data, inside their boundary. We operate the stack until it's proven in production and their team is fluent — then transfer everything: code, models, weights, pipelines, runbooks.

• Specialist models per vertical
• Trained inside the client's boundary
• Operated until proven, then transferred
• Full IP, weights & runbook handover

Document-aware automation

A self-learning classification system that turns unstructured operational data into structured, audit-ready output — and keeps improving from every correction.

• Self-learning classification rules
• Multi-tenant data isolation
• Structured, export-ready output
• Runs reliably, hands-off

Real-time content platform

An end-to-end consumer experience: real-time generation, model-curated output, and an automated pipeline that ships fresh content daily without manual work.

• Sub-second generation
• Automated daily pipeline
• Multi-tier personalization
• Built-in observability

AI engineering toolkit

An opinionated agent built for engineers who want to ship — project-aware memory, evaluation harnesses, and a fast local feedback loop.

• Project-aware memory
• Local-first execution
• Test-first eval harness
• Multi-model routing