All workflows
Content & Onboarding

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.

Autonomous pipeline · running
TriggerSource of Truth Updated
  • Single detailed instruction source
  • Product spec / release notes change
AgentContent Intelligence
  • Parses the source
  • Extracts structure & steps
  • Builds a reusable content model
AgentFormat Orchestrator
  • Plans the output matrix
  • Assigns generation agents per channel
Parallel AgentsFormat Generation Agents
Detailed PDF manualsTechnical diagrams & illustrationsTraining presentations & carousel slidesInstructional videos with voiceovers
AgentVideo & Voiceover Studio
  • Generates scripts
  • Synthesizes voiceovers
  • Renders instructional videos
AgentInteractive Onboarding Builder
  • Animated HTML onboarding pages
  • Interactive walkthroughs
AgentLocalization
  • Multilingual documentation
  • Localized content in multiple languages
AgentBrand & Accuracy Review
  • Checks factual accuracy
  • Enforces brand & tone consistency
  • Validates every format
DecisionRework Loop · if required
loops back earlier for rework
DeliveryPublish Everywhere
  • Pushes to every channel
  • Versions all formats together
Live OpsEngagement Monitoring
  • Tracks reads & completion
  • Surfaces drop-off points
ContinuousGap Detection
  • Flags outdated or missing content
  • Feeds improvements back to the source
feeds insights back to the start
Workflow handoff Rework loop Continuous improvement

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

Other workflows

Bring this workflow to your business

Tell us what you want to automate — we'll map the agents, guardrails, and rollout.

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