Select representative work
Choose a recurring, context-heavy workflow with an accountable operational owner and a clear reason to improve it.
Pilot to production
How do you move AI agents from pilot to production?
Move an AI agent from pilot to production by selecting one recurring workflow, defining its owner and operating boundary, running representative work, and agreeing on stop, revise, repeat, or expand criteria before increasing autonomy. A successful demonstration is not enough; production requires inspectable permissions, handoffs, evidence, failure recovery, and operating cost.
A bounded production path
Prove one operating loop before expanding the number of workflows or the agent's authority.
Define the boundary
Name the sources, tools, credentials, tenant, approval points, exception owner, and evidence retained after each run.
Run and measure
Track completion, corrections, human intervention, adoption, cycle time, and operating cost across representative cases.
Make an explicit decision
Use the evidence to stop, revise, repeat, or expand the workflow rather than letting a pilot drift into production.
AI-agent production FAQ
What is the smallest useful pilot?
One recurring workflow, one operational owner, limited sources and tools, an explicit approval boundary, representative cases, and agreed exit criteria.
When should autonomy increase?
Only when measured work supports the change and the team can inspect failures, corrections, interventions, access, and recovery within the proposed wider boundary.
Does a successful demo prove business value?
No. A demo shows capability. A bounded pilot provides evidence about completion, corrections, intervention, adoption, cycle time, operating cost, and operational fit.
Map a production-ready pilot
Define the workflow, owners, boundary, representative work, measures, and decision point before expanding the agent's scope.
Architecture conversation
Tell us what your team needs to control
Share your deployment boundary, number of agents, work surfaces, and governance requirements. We will reply by email to arrange a focused technical discussion.
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