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Wiki/Intelligence Layers/

Solution Intelligence

Medium confidence

Updated 29 Apr 2026 by David Olsson

Solution Intelligence

Layer: Solution | Phase: Pilot Design (Weeks 2-4) | Status: Pending — populates after gate-1 passes

This layer answers: what's the pilot, how complex is integration, what does it cost, what's the value hypothesis, how do we know it worked?


Pilot Scope & Design

To be populated post-discovery.

  • Pilot project: TBD (recommendation: P2 customer, e.g., Heliene or Midwest)
  • Anchor gate: TBD
  • Achievements in pilot: Achievement 1 (Engineer's Lens) + Achievement 2 (Team Lead's Cockpit)
  • Workflows in scope: TBD — typically capture, decision-ledger, timesheet auto-draft, status cockpit
  • Workflows out of scope (off-ramp): TBD

Integration Complexity

Complexity drivers per system:

SystemAPIComplexity
JiraStandard RESTLow/medium (depends on custom fields)
SmartsheetStandard APILow
Timesheet workbookFile-basedLow/medium
CAD/EDATBDUnknown until tools confirmed
Identity / SSOTBDUnknown

Effort & Cost Estimate

Filled at gate-2.

  • Atomic47: [N] engineer-weeks
  • Daanaa: [N] engineer-weeks pairing + review
  • Cost range: [$X-$Y]

Value Hypothesis

Primary: Capturing engineering reasoning and decisions passively — projecting them into existing artifacts — reclaims minutes per engineer per day, makes timesheet entries auto-generated and accepted, and gives team leads a live cockpit they don't have to assemble.

Secondary: ISO audit surface reduces because traceability becomes automatic; IP class metadata travels on every record.

Success Metrics

Concrete and falsifiable:

  • 20-30% reduction in documentation creation time
  • 15-25% cycle-time improvement (design to review to gate)
  • =90% on-time gate readiness

  • Defect / rework reduction vs baseline
  • User satisfaction >= 4/5

Sources

  • intelligence/solution.md

See also