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Services / From discovery to operation

Make the workflow work.

Scope, build, and operate AI workflows with clear ownership, human review, and measurable acceptance criteria.

Discuss your workflow
An engineering workbench representing discovery, implementation, and operation.
01 / Discover

Define the work worth automating.

Map the workflow, exceptions, and data with your team. Agree on scope and success measures before building.

Scope and deliverables
  • Queue and exception mapping
  • Business rules from operating procedures and subject-matter experts
  • A prioritized shortlist and agreed pilot scope
A process map with exception markers and a measuring caliper.
02 / Architect

Give every agent a clear role.

Design bounded tasks, approved tools, and explicit escalation paths around the decisions the workflow needs.

Scope and deliverables
  • State orchestration and tool permissions
  • Review paths for consequential decisions
  • Evaluation cases and acceptance criteria
Three specialist instruments in separate task sockets.
03 / Integrate

Connect to the systems you use.

Bring internal applications and relevant public digital services into the workflow with controlled access and clear data ownership.

Scope and deliverables
  • Scope Aadhaar, CKYC, PAN, NPCI, ABDM, or GSTN integrations as relevant
  • Map permissions, events, and ERP write-back
  • Validate availability and access requirements during discovery
04 / Operate

Keep execution accountable.

Monitor tool calls and outcomes, route exceptions for review, and validate changes before expanding automation.

Scope and deliverables
  • Execution traces and reviewer decisions
  • Shadow validation before broader rollout
  • Regression evaluations for prompt and workflow changes
05 / Prepare

Plan for cryptographic change.

Inventory cryptographic dependencies and define a practical crypto-agility roadmap for the systems in scope.

Scope and deliverables
  • Algorithm and dependency inventory
  • Prioritized migration planning
  • A governance brief and readiness assessment
Your first workflow

Start with one real challenge.

Bring the systems, decisions, and exceptions. We will define a practical starting point together.

Discuss a pilot