Secure assistants that retrieve trusted internal context, follow business workflows, and involve people at the right decision points.
Clean build · Fast delivery · Scalable foundation · Less burn
Built for
Teams with repeated knowledge work spread across documents, tickets, systems, and subject-matter experts.
Intended outcome
A governed assistant that answers with traceable context and can execute approved steps through controlled integrations.
Permission-aware retrieval
Citations and confidence
Auditable tool actions
Choose one valuable repeated workflow
Map permissions and authoritative sources
Evaluate answers before adding actions
Introduce controlled tools with audit trails
Most founders bring a monthly budget and hire us to deliver. A few bring a vision strong enough for us to join the bet. Both models stay lean, direct, and accountable.
Build + maintain
You set the cash ceiling. We cut the scope to fit, ship working software every week, launch it, and keep it healthy. No hourly mystery. No hostage code.
Virtual CTO partnership
For a small number of serious, long-horizon products, we join as the technical partner: roadmap, architecture, hiring, delivery, and scale. Lower cash. Real equity. Shared upside.
It should not. Retrieval and tool access must inherit or explicitly model user permissions rather than using one unrestricted index.
Yes, through narrow tools with validation, confirmation for material actions, idempotency, and complete audit logs.
Citations, freshness signals, confidence behavior, feedback controls, and clear boundaries make reliability visible.
Personalized ranking and recommendation systems designed around your catalog, user signals, business rules, and feedback loops.
Real-time shipment, fleet, and exception workflows that make operational state understandable to teams and customers.
Role-aware B2B software that turns specialist workflows into understandable, repeatable product experiences.
Bring the workflow, idea, or delivery mess. We’ll cut it to the leanest credible build and tell you which partnership model fits.