Victor Lipov
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Use cases

Systems I built, and what they decide.

Real work for mid-market companies, shipped into production and still running. Each one built so the work it does can be measured and audited. Client details anonymized.

Instrumented from day one

A system that sees itself

A manufacturer's whole retrofit operation, from first inquiry to dispatch, with a process-mining layer built in from the first version. 96% conformance, median cycle 95 days, mined from its own event log.

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Score · approve · control

A bid desk that shows its work

Public-procurement triage: a machine scans and narrows, a human owns every bid, and every decision lands in an append-only audit trail. AI proposes, a human signs.

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Systems that compound

One rule, every variant, reused

A product configurator that generates thousands of codes from a few dozen rows, and exposes them as an API. That API became the backbone of the tender matcher. One system's output feeds the next.

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Have an operation that stalls? Tell me →