Enriching Expertise

Enriching expertise turns the expertise you already have, formal or tribal, into forms that are more useful to Technicians and to InSkill GPT.

Common Conversions

From	To	What it adds
Written, on paper	Digital	Logs, checklists, and notes become text that InSkill GPT can search and cite.
Manuals	SOPs, as Tasks	The manual's procedure becomes steps a Technician follows, with results and sign-off recorded.
Images	Field Cards	Photos become an Atlas Card that says what each picture shows, why it matters, and which card explains the fix.
Videos	Courses	A training video becomes a course with quizzes and a completion record.
Troubleshooting guides	Troubleshooting Tasks	A diagnosis chart becomes a branching Task that records what was checked and what fixed it.
Paper checklists	Inspection Tasks	Checks become readings and pass/fail results recorded against the asset.
Specification tables	Settings Cards	Values gain tolerance bands, protected settings, and change rules.
Parts lists	Parts Cards	Part numbers gain substitutes, minimum stock, and where each part is kept.
Field records, emails, and field notes	Solutions	Repeated fixes are combined into one approved answer that InSkill GPT gives word for word.
Spreadsheets and databases	GPT agents	Structured data to look up, or custom logic to run, when a Technician asks.

Form	What it is	Use it for
Solution	A few lines of text	One symptom with one fix
Field Card	A short card with photos	One fault, one simple job, or one machine area
Task	A guided sequence of steps	Work that needs a set order, recorded results, or sign-off
GPT agent	Structured data or custom logic	Data to look up, or logic to run

To choose the form for a piece of expertise, see When to Use. To make these conversions at scale with AI, see Using AI to Generate.