CLI π» β try our mini Calculator to identify the drift
(Mini CLI Download Page)
00 β Executive Summary & Primer
- 0A β Introduction (purpose & scope)
- 0B β How to read the lane (bands & hysteresis), portfolio view (SDI), what good looks like & what to escalate; one-screen math
- 0C β Two-Week Pilot (Finance): AR, Refunds, Forecasts
1 β Formal Canon (semantics, proofs, checks)
- 1.1 β Numeral & invariants (collapse parity, clamp, order-invariance, determinism, rapidity, zero-class display)
- 1.2 β Lane mappers (coverage, agreement, residual, ratios/products, blends, entropy drift)
- 1.3 β Fusion (streaming/batch equivalence)
2 β Implementation Guide (pilot β production)
- 2.1 β Wire-up (what to add, nothing to break)
- 2.2 β Declare the lane mappers (business-first)
- 2.3 β Ratios, products, and blends (stay bounded, stay honest)
- 2.4 β Streaming/batch equivalence (order-invariant fusion)
- 2.5 β Bands and hysteresis (what leaders actually see)
- 2.6 β Minimal manifest (governance contract)
- 2.7 β Stamped logs (optional, one line of ASCII)
- 2.8 β Dashboards (executive and owner views)
- 2.9 β Conformance CI (what runs every day)
- 2.10 β Rollout playbook (pilot β portfolio)
- 2.11 β Multi-currency & hyperinflation guardrails (optional, lane-safe)
- 2.12 β Privacy & PII guard (alignment-only, no PII)
- 2.13 β BI/ERP integration stubs (CSV β Excel / Power BI / Looker / API)
- 2.14 β CFO ROI worksheet (template starter)
- 2.15 β Evidence pack & governance (what to archive per pilot)
3 β Deeper Finance Modules & Governance
- 3.1 β Credit Quality & DSO health
- 3.2 β Revenue Quality (net revenue you can trust)
- 3.3 β Cash Predictability & Liquidity early-warning
- 3.4 β Cohort Durability (subscription, repeat purchase)
- 3.5 β Due-Diligence & Data-Room βStability Debtβ index
- 3.6 β Module manifest extensions (declare once)
- 3.7 β Acceptance & decision triggers (portfolio-ready)
- 4.0 β Strategy (two-track model: public stampable + lived company)
- 4.1A β Case Study A: Stability Debt in a Collapsing Firm
- 4.1B β Case Study B: Growth Steady, Foundations Eroding
- 4.1C β Case Study C: FX & Inflation Hide Margin Erosion
- 4.2 β Public Case Study: Audit Benchmark
- 4.3 β Public Case Study: Country Indicators β NG, BR, ZA
- 4.4 I1 β Illustrative Case: Green revenue, hidden concession creep
- 4.4 I2 β Illustrative Case: Tied-out reconciliation, daily drift rising
- 4.4 I3 β llustrative Case: Forecast on target, volatility creeping
- 4.4 I4 β Illustrative Case: AR ratio steady, long tail thickening
- 4.4 I5 β Illustrative Case: Cohort looks fine, durability is not
- 4.4 I6 β Illustrative Case: Cash healthy, schedule slipping
- 4.4 I7 β Portfolio Stability Index + Licensing
5 β BI & Operations (dashboards, alerts, band governance)
- 5.1 β Views & ownership
- 5.2 β KPI card spec (copy-ready)
- 5.3 β Standard dashboard layout
- 5.4 β Alerting & band governance (noise-free by design)
- 5.5 β Slicing & stability debt ledger
- 5.6 β Data contract (columns, manifest, stamps)
- 5.7 β Conformance in Ops (daily/weekly/quarterly)
- 5.8 β Release & change management
- 5.9 β Access, privacy, and audit readiness
- 5.10 β Example policy block (drop-in)
- 5.11 β What βgoodβ looks like after 30 days
6 β Economics (CFO worksheet, ROI framing, rollout costing)
- 6.1 β What we count (objective function)
- 6.2 β CFO worksheet (drop-in template)
- 6.3 β Lever-by-lever cookbook (linking bands to money)
- 6.4 β Cost model (transparent)
- 6.5 β Quick scenarios (plug numbers; precise arithmetic)
- 6.6 β Mapping bands to action (policy to value)
- 6.7 β What goes into the executive pack (money-first)
- 6.8 β Guardrails for honest ROI
7 β Appendices (kits, templates, verifiers)
- 7.1 β Quick-start folder (copy-ready)
- 7.2 β CSV template (paste & fill)
- 7.3 β Manifest template (ASCII, v1.0 + guardrails)
- 7.4 β Verifier (one-screen, calculator-fast)
- 7.5 β Band + hysteresis state machine (drop-in)
- 7.6 β Conformance checklist (C1..C16 quick sheet)
- 7.7 β Stamp spec & verifier (ASCII)
- 7.8 β Pilot acceptance note (paste & fill)
- 7.9 β Change log template (semver discipline)
- 7.10 β Glossary (one-liners)
- 7.11 β Mini Calculator (CLI) β drop-in tool (script on its own page)
OMP
Frequently asked questions
SSM-Audit Q & A
Explore Further
https://github.com/OMPSHUNYAYA/Symbolic-Mathematical-Audit
Disclaimer
Research/observation only. Not for operational, safety-critical, or legal decision-making.