HEKI Methods
Methods and cases for enterprise AI implementation
Practical notes on scenario selection, readiness, failed PoCs, workflow redesign, and how to decide the first AI implementation loop before buying tools.
Jul 16, 2026
LatestHEKI
Why many enterprise AI PoCs never enter the real workflow
Most AI pilots do not fail because the demo is bad. They fail because the first scenario, owner, data path, and acceptance criteria were never made operational.
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Jul 15, 2026
MethodHEKI
An AI readiness assessment should not be just a maturity survey
The useful question is not whether a company is mature enough for AI. It is which scenario is worth doing first, whether it is ready now, and what condition is missing.
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Jul 14, 2026
MethodHEKI
How RPA, AI agents, and workflow redesign should work together
Do not start by debating tool labels. First understand the workflow: rules, exceptions, data, judgment, and the cost of getting it wrong.
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