Enterprises have finished the demo cycle. What they will fund now are agents that process documents, close tickets, and run multi-step workflows with audit trails: in production, under an owner, with a way to fail safely.
Most Indian enterprises already have an LLM in a slide deck. Few have an agent that is allowed to act on a live queue.
We design agents as operations systems: they call tools, keep state, escalate, and leave a trail. The unit of delivery is a workflow with a measurable cycle time, not a chat window.
That is also how we stay useful as large IT firms ship generic agent platforms. Depth in a vertical process, and time to a production cutover, matter more than a framework.
Engagement shapes
- 01Agent readiness and ROI map: a short diagnostic that names the workflow, the control points, and whether the work is ready to automate.
- 02Single production workflow: claims, KYC, ITSM, collections, or an equivalent operations path, with human-in-the-loop and runbooks.
- 03Multi-agent platform: shared tools, evaluations, state, and failure modes so the next workflow is not a greenfield project.
- 04Managed agent operations: monitoring, evaluation, and change control after go-live.