CUSTOM DEVELOPMENT

AI agents, assistants & knowledge systems.

Bring useful AI into the work your team already performs. We design assistants, retrieval-augmented knowledge systems and bounded agents that connect to approved information and tools, with measurable outcomes and clear human review points.

Start a project

A scope built around your project.

We begin with a task definition, an information-access model and examples of acceptable answers or actions. Retrieval pipelines can preserve document permissions, cite relevant sources and make stale information visible. Agent workflows receive explicit tool permissions, approval steps and execution limits. Model selection follows evaluation on your representative cases, including ambiguous requests and unavailable systems. The implementation tracks quality, latency and cost so that model changes and prompt updates can be compared before being released to users.

What we can deliver

A task and data-access specification defining permitted sources, tool actions, review points and unacceptable outcomes.

An integrated assistant or agent workflow with retrieval connectors, source references, permission checks and operator feedback tools.

A representative evaluation set, failure-case tests and monitoring views for answer quality, execution traces, latency and spend.

The experience

Start with people, journeys and the decisions the product must help them make.

The architecture

Define data ownership, integration boundaries and operational responsibilities.

The delivery

Agree on milestones, acceptance checks, documentation and ongoing care.