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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
7-day IT landscape express audit: a checklist for founders and managers
A practical way to identify bottlenecks and risks, and define the highest-impact improvements for the next 30–90 days. We structure inputs, suggest quick wins and a clear roadmap.
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· 2026-03-16
Web app security audit: 12 common findings and a remediation plan
A practical overview of what security reviews commonly uncover: auth/session issues, logging gaps, and infra misconfigurations. How to turn findings into an actionable remediation plan.
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· 2026-03-16
How to estimate software development budget: cost drivers and common mistakes
A simple estimation model: scope, risks, quality, security, and support. What to ask a vendor to keep delivery predictable.
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· 2026-03-16