Blog
Essays, teardowns, and engineering notes on running AI inside operations that need approval, recovery, and an audit history.
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Engineering
What a durable process does while nothing happens
Long-running work does not need constant activity, but it does need a durable record of what it is waiting for and where to resume.
· Rakesh Gangwar
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Process teardown
How to automate invoice factoring exceptions without giving up the credit decision
Invoice factoring automation should assemble evidence, apply policy, and route exceptions while an authorised person keeps the credit decision.
· Rakesh Gangwar
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Engineering
What should an approval gate show the reviewer?
An approval gate works only when it gives the reviewer the decision, evidence, policy, and consequences without making them reconstruct the case.
· Rakesh Gangwar
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Point of view
What breaks when an agent meets an operation
Agent demos succeed while agent rollouts stall. The gap is rarely model quality — it is the four questions a demo never has to answer.
· Rakesh Gangwar
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