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Case Study · 6 min

Client project

An AI agent for public-tender monitoring: one day to build, a cent a day to run

July 14, 2026 · Anna Petukhova

Scans the state procurement portal, filters out the noise, and delivers scored tender cards to Telegram — retuned for a new niche by editing one config file.

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Why this matters

Most AI projects fail not because the model is wrong but because the workflow was never owned end-to-end. Pick one workflow. Ship it. Measure it. Then move.

"If a pilot can't reach production in a week, the scope is wrong — not the tech."

What we did

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