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How to judge AI agent payback, plus notes on security, architecture and delivery.
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A 2–4 week AI agent pilot: how to judge payback before a full rollout
A pilot answers one question: does an agent in this process save hours and errors, or not. What to measure, how to turn the effect into money, and when to stop.
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· 2026-10-15
An AI agent inside 1C and CRM — not a chat beside the books
An answer window does not change the books. An ICD agent reads and updates 1C and CRM under an employee’s permissions and leaves a trail. That difference decides whether the process actually moves.
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· 2026-10-14