Service
AI agents & multi-agent systems
A supervisor routes each request to specialist agents, each with its own tools and memory. Routine work completes on its own; judgement calls reach a person with the reasoning attached.
The problem
Why teams come to us
Skilled people spend their week on enrichment, memos, triage and status updates. One large chatbot cannot be trusted with that work, because when it gets something wrong nobody can tell which step failed.
What we deliver
What you get
Supervisor and specialist design
One agent classifies the request; specialists own one job each, with their own tools and memory, so every step can be tested on its own.
Human-in-the-loop by default
Approval gates and escalation rules decide what completes automatically and what reaches a person, with the agent’s reasoning attached.
Integration with your systems
CRM, ERP, ticketing, data warehouses and messaging channels, connected through APIs and MCP rather than copy and paste.
Production engineering
Agno and LangGraph orchestration, evaluation sets built from your own history, monitoring and audit trails.
In practice
6 engagements where we built this
Financial services — equity capital markets
Multi-agent automation for equity capital markets
Marketing — social content production
Multi-agent content production copilot
Healthcare & life sciences — patient access to pre-approval treatments
Regulatory monitoring agents for pre-approval treatment access
Travel and tourism — national tourism board
Multi-agent itinerary orchestration
Financial services — commercial banking
AI customer support for a commercial bank
Medical devices — aesthetics and physiotherapy equipment
Lead qualification and device support agents
Have a workflow in mind?
Tell us about the workflow and the number you want to move. We will reply with how we would scope the first few weeks.