Service / Agentic AI Workforces
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
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
Engagement
For teams ready to move past Copilot.
A two-day, hands-on workshop plus four weeks of office hours. We move your team from chat-window AI to a starter catalog of codified, reusable skills your people can share across the business.
Engagement
For workflows ready to leave the inbox.
An eight- to sixteen-week build. We design and ship a multi-agent system on Azure AI Foundry that ingests data, reasons, takes action, and escalates, with full observability and human-in-the-loop where your business demands it.
Engagement
For functions ready to operate as a hybrid team.
An ongoing engagement. An entire function, claims, onboarding, qualification, verification, operates as a hybrid team of agents and human managers, with a live monitoring dashboard and an ROI you can compute.
What you get with a Cay-built workforce
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.
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.
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.
Every decision traced.
Every reasoning step, tool call, and outcome is logged, timestamped, and reviewable. Auditable by design, not after the fact.
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
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.
We've written the playbook
Our white paper series, written by our team, lays out the full progression from copilots to agentic departments, and the ROI math that makes it justifiable. The same thinking shapes every engagement.
01
White Paper 01
From AI assistants to agentic departments.
The map every leader needs before the next tranche of AI spending. Why most organizations are stuck, and what the path forward actually looks like.
Read now →03
White Paper 03
10–12 weeks to a production agent.
Architecture, decision logic, integration. The playbook behind our Workflow Build engagement.
Read now →04
White Paper 04
When AI becomes a line you can measure.
Why per-seat ROI eludes everyone, and the workflow math that turns AI into a calculable, defensible line of business.
Read now →