Service / Agentic AI Workforces

Stop deploying chatbots.
Start deploying teammates.

From AI assistants to an agentic workforce. We build agentic AI systems that ingest, reason, act, and escalate, running on your rules, on Azure AI Foundry, with humans in the loop where it matters.

The Shift

From AI assistants
to an agentic workforce.

Most enterprises have already enabled AI assistants. Few have built an agentic workforce. The difference is whether your AI is making people faster, or whether your AI is doing the work, end to end, with humans in the loop where judgment, approval, and expertise actually matter.

We help you make that shift. We codify what already works in your team, build agentic workflows that take real action, and operate hybrid departments where agents and humans run the function together, with measurable units of work and the cost behind them.

How we engage

Three ways to put
an agentic workforce to work.

What you get with a Cay-built workforce

Built like enterprise software.
Operated like a business function.

Every Cay engagement ships with the same four non-negotiables. They are why enterprises choose us over a one-off agent build that ships and then quietly stops working.

Built on Azure AI Foundry.

Enterprise-grade by default.

Identity, governance, data residency, and audit are inherited from your Microsoft estate. No new vendor risk. Day-one fit with the controls your security team already runs.

Human-in-the-loop where it matters.

Approvals where you want them.

Your team stays in charge. Agents act inside the rules you set, and surface the calls only humans should make, exceptions, edge cases, and decisions that carry real consequence.

Full observability, no black boxes.

Every decision traced.

Every reasoning step, tool call, and outcome is logged, timestamped, and reviewable. Auditable by design, not after the fact.

Model-agnostic and portable.

Best model for the job.

We architect for swappable models, swappable tools, and swappable infrastructure. As the technology evolves, and it will, your agentic workforce moves with it.

The numbers we architect for

What changes when you
measure work, not licenses.

10–50×

Throughput

A workflow that processed dozens of items a day starts processing thousands, same team, same hours.

60–80%

Lower cost

Cost per completed unit of work falls hard once agents own the steady state and humans own the exceptions.

Minutes

Cycle time

Processes that took days because they waited on a human inbox now run in real time, end to end.