Need agents? Two ways to get them.
AI Flotilla is the studio's agent service, two ways. Custom systems designed and built for enterprise teams. Pre-built agents for everyday tools like Gmail, QuickBooks, and others.
Four phases. One loop.
Most custom engagements move through all four. We can pick up at any phase — you don't need to start from Design if you already have something in flight.
Design
Phase 01For first-agent projects or restarts after a stalled build. The phase before the code, where bad assumptions get caught.
- Workflow discovery
- Agent + tool architecture
- Eval harness scoping
- Data + integration planning
- Production scope
Build
Phase 02We write the software, production-grade from the start. Tests, traces, and evaluation wired in — not bolted on later.
- Agent runtimes + tool layers
- LLM integrations
- RAG and knowledge systems
- Multimodal pipelines
- Evaluation and feedback loops
Deploy
Phase 03Shipping into your stack, not handing you a demo. Real auth, real integrations, real production handoff.
- API integrations
- Auth + team access
- Data pipelines
- Human review flows
- Production handoff
Observe
Phase 04Production agents need eyes on them. Mimir (or your tool of choice) tracks what's actually happening once it's live.
- Tracing + observability
- Cost tracking
- Eval scoreboards
- Drift + regression alerts
- Ongoing tuning
Built around the agent, when needed.
When an engagement needs more than the agent itself, we build the supporting tools and dashboards around it. Not a separate product line — just what the work calls for.
- Admin dashboards
- Workflow orchestration
- Internal AI tools
- Monitoring + review
- Eval harnesses
- Human-in-the-loop UI
Have an agent system in mind?
Tell us the workflow. We'll scope the smallest useful agent, ship it into production, and stay around to keep it running.