Documentation Production Pipeline
One source of truth becomes every onboarding format your users need — automatically.
The workflow, end to end
Specialized agents hand off across the lifecycle, with quality loops and a continuous-improvement cycle that keeps the workflow learning over time.
- Single detailed instruction source
- Product spec / release notes change
- Parses the source
- Extracts structure & steps
- Builds a reusable content model
- Plans the output matrix
- Assigns generation agents per channel
- Generates scripts
- Synthesizes voiceovers
- Renders instructional videos
- Animated HTML onboarding pages
- Interactive walkthroughs
- Multilingual documentation
- Localized content in multiple languages
- Checks factual accuracy
- Enforces brand & tone consistency
- Validates every format
- Pushes to every channel
- Versions all formats together
- Tracks reads & completion
- Surfaces drop-off points
- Flags outdated or missing content
- Feeds improvements back to the source
Outcomes
Build once, publish everywhere — one update regenerates every format
No more maintaining five versions of the same information
Documentation treated as a product, with its own production pipeline
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