Many agents, one well-coordinated team.
Real processes cross teams and systems, and one agent cannot do it all. We design orchestrators that break a goal into subtasks, assign them to specialist agents, combine the results and ask a person when a decision needs one.
Follow the work across teams and systems, and mark where judgment is needed.
Pick a supervisor, pipeline, fan-out or debate pattern to fit the process.
Create the supervisor and specialists and connect them to your tools.
Add budgets, approvals and tracing, then extend to the next process.
A single agent works for a narrow task. As scope grows, one prompt and one tool list become hard to test and to secure. Specialists with limited tools are easier to evaluate and to control.
A supervisor is the usual starting point for production. We add parallel fan-out or pipelines when the process calls for them, and we avoid swarms until there is a clear need.
Budgets and ceilings per task, cheaper model tiers for simple steps, and cost-per-outcome reporting.
Tell us about one process. We'll show you how an agent could handle it, and what to measure to know it's working.