TABLE OF CONTENTS – Shunyaya Symbolic Mathematical Audit (SSM-Audit)

CLI 💻 — try our mini Calculator to identify the drift
(Mini CLI Download Page)

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00 — Executive Summary & Primer

• 0A — Introduction (purpose & scope)
• 0B — How to read the lane (bands & hysteresis), portfolio view (SDI), what good looks like & what to escalate; one-screen math
• 0C — Two-Week Pilot (Finance): AR, Refunds, Forecasts

1 — Formal Canon (semantics, proofs, checks)

• 1.1 — Numeral & invariants (collapse parity, clamp, order-invariance, determinism, rapidity, zero-class display)
• 1.2 — Lane mappers (coverage, agreement, residual, ratios/products, blends, entropy drift)
• 1.3 — Fusion (streaming/batch equivalence)

2 — Implementation Guide (pilot → production)

• 2.1 — Wire-up (what to add, nothing to break)
• 2.2 — Declare the lane mappers (business-first)
• 2.3 — Ratios, products, and blends (stay bounded, stay honest)
• 2.4 — Streaming/batch equivalence (order-invariant fusion)
• 2.5 — Bands and hysteresis (what leaders actually see)
• 2.6 — Minimal manifest (governance contract)
• 2.7 — Stamped logs (optional, one line of ASCII)
• 2.8 — Dashboards (executive and owner views)
• 2.9 — Conformance CI (what runs every day)
• 2.10 — Rollout playbook (pilot → portfolio)
• 2.11 — Multi-currency & hyperinflation guardrails (optional, lane-safe)
• 2.12 — Privacy & PII guard (alignment-only, no PII)
• 2.13 — BI/ERP integration stubs (CSV → Excel / Power BI / Looker / API)
• 2.14 — CFO ROI worksheet (template starter)
• 2.15 — Evidence pack & governance (what to archive per pilot)

3 — Deeper Finance Modules & Governance

• 3.1 — Credit Quality & DSO health
• 3.2 — Revenue Quality (net revenue you can trust)
• 3.3 — Cash Predictability & Liquidity early-warning
• 3.4 — Cohort Durability (subscription, repeat purchase)
• 3.5 — Due-Diligence & Data-Room “Stability Debt” index
• 3.6 — Module manifest extensions (declare once)
• 3.7 — Acceptance & decision triggers (portfolio-ready)

4 — Case Studies

• 4.0 — Strategy (two-track model: public stampable + lived company)
• 4.1A — Case Study A: Stability Debt in a Collapsing Firm
• 4.1B — Case Study B: Growth Steady, Foundations Eroding
• 4.1C — Case Study C: FX & Inflation Hide Margin Erosion
• 4.2 — Public Case Study: Audit Benchmark
• 4.3 — Public Case Study: Country Indicators — NG, BR, ZA
• 4.4 I1 — Illustrative Case: Green revenue, hidden concession creep
• 4.4 I2 — Illustrative Case: Tied-out reconciliation, daily drift rising
• 4.4 I3 — llustrative Case: Forecast on target, volatility creeping
• 4.4 I4 — Illustrative Case: AR ratio steady, long tail thickening
• 4.4 I5 — Illustrative Case: Cohort looks fine, durability is not
• 4.4 I6 — Illustrative Case: Cash healthy, schedule slipping
• 4.4 I7 — Portfolio Stability Index + Licensing 

5 — BI & Operations (dashboards, alerts, band governance)

• 5.1 — Views & ownership
• 5.2 — KPI card spec (copy-ready)
• 5.3 — Standard dashboard layout
• 5.4 — Alerting & band governance (noise-free by design)
• 5.5 — Slicing & stability debt ledger
• 5.6 — Data contract (columns, manifest, stamps)
• 5.7 — Conformance in Ops (daily/weekly/quarterly)
• 5.8 — Release & change management
• 5.9 — Access, privacy, and audit readiness
• 5.10 — Example policy block (drop-in)
• 5.11 — What “good” looks like after 30 days

6 — Economics (CFO worksheet, ROI framing, rollout costing)

• 6.1 — What we count (objective function)
• 6.2 — CFO worksheet (drop-in template)
• 6.3 — Lever-by-lever cookbook (linking bands to money)
• 6.4 — Cost model (transparent)
• 6.5 — Quick scenarios (plug numbers; precise arithmetic)
• 6.6 — Mapping bands to action (policy to value)
• 6.7 — What goes into the executive pack (money-first)
• 6.8 — Guardrails for honest ROI

7 — Appendices (kits, templates, verifiers)

• 7.1 — Quick-start folder (copy-ready)
• 7.2 — CSV template (paste & fill)
• 7.3 — Manifest template (ASCII, v1.0 + guardrails)
• 7.4 — Verifier (one-screen, calculator-fast)
• 7.5 — Band + hysteresis state machine (drop-in)
• 7.6 — Conformance checklist (C1..C16 quick sheet)
• 7.7 — Stamp spec & verifier (ASCII)
• 7.8 — Pilot acceptance note (paste & fill)
• 7.9 — Change log template (semver discipline)
• 7.10 — Glossary (one-liners)
• 7.11 — Mini Calculator (CLI) — drop-in tool (script on its own page)

SSM-Audit — Conclusion

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OMP

Frequently asked questions
SSM-Audit Q & A

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Explore Further
https://github.com/OMPSHUNYAYA/Symbolic-Mathematical-Audit

Disclaimer
Research/observation only. Not for operational, safety-critical, or legal decision-making.