Deterministic calculation
Production outputs come from governed formula contracts. LLM assists input extraction only — never formula selection or validation override.
Calculation operating system
Tool Factory — from idea to controlled deploy
SectorCalc accelerates sector tool production with governed pipelines — not infinite audit loops. Every stage has a gate; deploy requires human approval.
Pipeline
ToolIdea → DeployReady
- 1
Tool idea
Human gate required
- 2
Sector ontology
Automated governance
- 3
Required inputs
Automated governance
- 4
Formula contract
Automated governance
- 5
Oracle / scenario / property
Automated governance
- 6
Smart Form
Partial — feature-flag gated
- 7
Trust Trace report
Automated governance
- 8
Patch plan
Automated governance
- 9
Human approval
Human gate required
- 10
Controlled deploy
Human gate required
Gates
What protects production
Oracle and scenario gates
Every wired contract passes oracle comparison plus scenario and property audits before it is treated as production-safe.
Human approval
Patch plans, controlled patches, and deploy-ready states require explicit human approval. Deploy commands stay disabled until approved.
Audit trail
Trust trace reports document inputs, assumptions, limitations, and validation coverage — not black-box scores.
Automation boundary
Automated vs not automated
Automated
- — Input design audits and migration plans
- — Patch plan and controlled patch dry-runs
- — Trust trace and export renderer contracts
- — Report render dry-runs (no file output)
- — Deploy-ready gate evaluation
Not automated
- — Production calculator logic changes
- — Deploy execution without approval
- — LLM formula creation or oracle override
- — Payment capture and subscription state writes from the client
- — Unreviewed route or schema changes
Debt register
Remaining debt summary
10 tracked items — top priority:
- — 15 tools need fixture ontology drafts (high)
- — 7 calculation bridge candidates await staging rollout (high)
- — PDF/Excel/Word real export not wired (medium)
- — Remediation batch 1 apply gate pending human approval (high)
- — Second remediation batch not planned (medium)
Next 3 batches
- — 5J-A: Fixture Ontology + Smart Form Staging Rollout
- — 5J-B: Report Real Export + Remediation Apply Sandbox
- — 5J-C: Full Audit Batch 2 + Investor Demo Package
Business steps
Next 3 real steps
- — Commercialize premium report preview with clear paywall boundaries
- — Stage Smart Form rollout for the next calculation-bridge cohort
- — Close remediation batch 1 with approved controlled apply sandbox