Three pillars.
One discipline.
Caisson is organized around the technologies we believe will define the next decade of operational software — and the engagement models that get them into production safely.
Agentic Workflows
Autonomous execution inside the systems you already operate.
We design and deploy agents that plan, act, and verify against your real APIs, data warehouses, and SaaS surface. Every workflow ships with evals, guardrails, fallback paths, and observability — so the system can be trusted in production, not just in a demo.
- Workflow discovery & decomposition
- Tool-use design and API hardening
- Eval suites and regression harnesses
- Production rollout and on-call playbooks
Multi-Agent Systems
Specialized agents, deterministic supervision.
When one agent is not enough, we architect coordinated systems — researcher, planner, executor, reviewer — with explicit message contracts, supervisor policies, and shared memory. The result is a fleet you can reason about, debug, and scale — with verifiable audit packets for every action.
- Agent topology and role design
- Supervisor and routing policies
- Shared memory and strict context compliance
- Verifiable audit packets · tracing · replay
Physical Robotics
From perception to policy to production line.
We bring the same applied-AI rigor to embodied systems — robotic arms, mobile platforms, and sensor fleets. Perception stacks, learned and classical control, sim-to-real pipelines, and the integration work to put it all on a real shop floor.
- Perception and sensor fusion
- Learned and hybrid control policies
- Sim-to-real and data flywheels
- On-site integration and commissioning
Advisory
Short, intensive engagements to pressure-test a strategy, audit an existing AI/agent stack, or scope an ambitious build before capital is deployed. Deliverables are written, decision-grade, and pragmatic.
Build
Caisson as the studio behind your product. We staff a senior pod — engineering, ML, design — and ship the system end-to-end against a defined outcome, then hand it over with documentation and on-call coverage.
Embedded
Long-running partnership where Caisson engineers operate alongside your team, raising the technical ceiling and shipping continuously. Best for organizations making agents and robotics core to the business.