MIZ OKI SIGNAL — GROWTH CONTROL

The Unified System: Causal Proof, Predictive Intent, Profit Yield, and Autonomous Growth Governance

Official System Document — r2.0 · August 19, 2026

Companion to MIZOKI_3.5_WHITEPAPER_r3.5.1. Supersedes r1.0. Owner rulings of August 19, 2026 are incorporated: full product vocabulary ratified; frontier F3 advanced to IN BUILD; the 90-Day Growth Control Pilot adopted as standard commercial onboarding; roadmap sequencing confirmed; the Three-Gate Evidence Maturity Framework approved through Gate 3. Deployment status for every capability is consolidated in §6. The live Cell Registry remains ground truth. Amended by amendment r3.5.2 (Growth Control r2.1 deltas, 2026-08-19 — §5 Phases 8–9 collapse into Phase 8; §6 rows for F1/F2/F4/F5 advance to IN BUILD), carried of record in docs/MIZOKI_3.5_WHITEPAPER_r3.6_SEP2026.md Appendix A (r3.6 SEP2026 folds r3.5.1 + r3.5.2, 2026-09-02); the companion r3.5.1 named above is folded into that r3.6, and the r3.5.x originals are preserved byte-verbatim under docs/whitepapers/archive/. The amendment governs where the documents differ. This pointer is the only repository edit to the otherwise byte-verbatim Drive original.

1. THE ONE PRODUCT

MIZ OKI Signal is a governed autonomous growth controller. It closes the four loops every growth operation runs on — proof, profit, prediction, and governance — inside one state machine, on one graph, with one audit trail.

PROVE — the Causal Credit Ledger. Every conversion is classified caused or anticipated under the Rubin potential-outcomes framework: CATE estimation through the meta-learner family (S/T/X-Learner, DR-Learner/DML matched to data conditions), hardened by automated refutation (placebo collapse, random-confounder invariance, subset stability), and triangulated against Bayesian MMM and geo experiments. Reported ROAS is a claim; the ledger issues findings, with confidence intervals, that survive a CFO.

PROFIT — Net Contribution Yield. Every order is priced at what it truly nets — component COGS, pick-and-pack, shipping, payment fees, returns — and the bidding signal fed back to platforms is net contribution, not checkout revenue. Yield logic extends across time (multi-quarter LTV treatment regimes) and into physical reality (supply-chain and inventory synchronization), so the system optimizes the number the bank account reports.

ANTICIPATE — Intent Engine v2. Consented, session-bounded perception converts first-party interaction telemetry into calibrated, explainable, short-lived intent evidence — probabilities that mean what they say, each carrying its reasoning path, none persisting into user profiles. And one rule keeps the crystal ball honest: prediction never grades itself. Acting on anticipated intent requires a registered holdout, so anticipation is never mistaken for causation.

GOVERN & COMPOUND — the Decision Control Plane on the SRPVDAL loop. Every signal travels the seven-stage state machine — Sense, Reason, Plan, Validate, Decide, Act, Learn. The Decision Eligibility Layer scores every proposed action (the DEL Score) against four deterministic evaluation gates: identity and signature verification, policy alignment, context sufficiency, and hard constraint checks. Execution authority runs the L0–L5 autonomy ladder, and promotion for spend-affecting lanes is earned on measured calibration — Brier ≤ 0.20, AUC ≥ 0.72, stable incremental lift across at least two purchase cycles — never granted on the strength of a demo. Governance reaches upward into corporate finance (treasury liquidity floors and covenant limits as hard spend gates) and downward into measurement itself (automated micro-geo holdouts continuously re-truing the models). Every decision leaves a ValidationPassport in the immutable ledger.

One sentence for the whole system: Signal proves what marketing caused, prices what it truly earned, anticipates what comes next, and refuses to act outside the evidence, the margin, the policy, or the cash position.

2. UNIFIED ARCHITECTURE

                    ┌─────────────────────────────────────────────────────┐
                    │        ENTERPRISE FINANCIAL GOVERNANCE (F5)         │
                    │  treasury liquidity floors · covenants · spend caps │
                    └───────────────────────┬─────────────────────────────┘
                                            ▼ hard constraints into VALIDATE / DECIDE
┌──────────────┐   ┌────────────────────────────────────────────────────────────┐
│ 15 CONNECTORS│   │              SRPVDAL GOVERNED STATE MACHINE                │
│ Google Ads   │   │   SENSE → REASON → PLAN → VALIDATE → DECIDE → ACT → LEARN  │
│ Meta · RTB   │──▶│     │       │       │        │         │       │      │    │
│ Shopify · GA4│   │     ▼       ▼       ▼        ▼         ▼       ▼      ▼    │
│ BigQuery     │   │ canonical  causal  action   DEL      autonomy reversible   │
│ Neo4j·Vertex │   │ envelope   hypoth. vectors  scoring   ladder   API   ledger│
│ Klaviyo·TTD  │   │ (10 dims)  ranking vs-holdout 4 gates L0──L5  calls  write │
│ Gmail·Drive… │   └───────┬────────────────────────────────────────────┬───────┘
└──────────────┘           ▼                                            ▼
        ┌──────────────────────────────────┐        ┌──────────────────────────────┐
        │      GROWTH DECISION GRAPH       │        │       INTENT ENGINE v2       │
        │  Campaign→LandingPage→SKU→Margin │◀──────▶│  session-bounded perception  │
        │  →Policy→Action→Incremental Out. │        │  I-01 PassiveAttentionSeq    │
        │  · Evidence context              │        │  I-02 SessionOutcomeForecast │
        │  · Operating context             │        │  I-03 CreativeSemanticProfile│
        │  · Decision Memory               │        │  I-04 IntentHypothesis (TTL) │
        └───────┬──────────────────────────┘        │  I-05 ValidationPassport     │
                ▼                                   │  O-1 PRIVACY LOCK enforced   │
   ┌────────────────────────────┐                   └──────────────────────────────┘
   │     CAUSAL PROOF CORE      │     ┌─────────────────────────────────────────┐
   │ CATE meta-learners + auto  │     │ GROWTH FRONTIERS                        │
   │ refutation + triangulation │◀───▶│ F1 creative component unbundling        │
   │ (CATE · Bayesian MMM · geo)│     │ F2 multi-quarter LTV treatment regimes  │
   │ + AUTO MICRO-GEO HOLDOUTS  │     │ F3 supply-chain / inventory yield sync  │
   │   → continuous calibration │     │ F4 continuous Bayesian geo calibration  │
   └───────┬────────────────────┘     │ F5 treasury-gated spend governance      │
           ▼                          └─────────────────────────────────────────┘
   ┌────────────────────────────┐
   │      NET YIELD LANE        │──▶ value writeback (governed · dry-run first · L1 → up)
   │ order economics · cohorts  │──▶ HIGH-VALUE DECISION JOBS J-01…J-06 (the products)
   └────────────────────────────┘

3. THE GROWTH FRONTIERS — where each capability lands

F1 · High-Dimensional Creative Component Unbundling. Modern ad units are compound interventions. Doubly Robust ML over multimodal vision-language embeddings unbundles them, isolating the independent causal effect of promotional framing, layout, imagery, and copy length — so creative decisions stop being A/B folklore and become element-level findings. Lands on the CreativeSemanticProfile lane and the DR-Learner core; results write to Decision Memory. Home stages: REASON + PLAN. Generated-creative deployment retains human approval.

F2 · Multi-Quarter LTV Treatment Regimes. Dynamic treatment regimes balance immediate conversion against discounted multi-quarter retention and margin, so acquisition stops buying customers the P&L later regrets. Lands on the causal-credit core plus the Financial cell; the ledger gains an explicit outcome-horizon dimension. Long-horizon findings publish only after two observed quarters per cohort.

F3 · Supply-Chain & Inventory Yield Synchronization — IN BUILD (observe-only), by owner ruling. Inventory and fulfillment telemetry joins the Growth Decision Graph: bids throttle on stockouts, accelerate on overstock clearance, and shift geography on fulfillment capacity. The policy table of triggers and action vectors ships observe-only first, then climbs the ladder. This frontier prevents the oldest waste in commerce advertising — paying to send customers to products you cannot ship — and directly powers Decision Job J-03.

F4 · Continuous Bayesian Calibration via Automated Micro-Geo Holdouts. The platform automatically reserves small representative geographies, schedules spend perturbations, estimates realized lift via synthetic control, and updates Bayesian MMM priors in a standing loop. Calibration stops being a quarterly project and becomes a property of the system: asked "how do you know the model is still right?", Signal answers "it re-proves itself continuously." Geo reservation is spend-affecting and therefore runs the approval flow until two clean cycles.

F5 · Treasury-Gated Spend Governance. Liquidity floors, credit availability, and debt covenants become hard constraints inside VALIDATE and DECIDE. Cash approaching a floor automatically tightens acquisition caps, with veto and human routing on breach. The enterprise sentence: your marketing system cannot spend money your treasury says you don't have.

Intent Engine v2 — the perception modules. Five modules, each with contractual data-retention bounds: I-01 PassiveAttentionSequence (viewport deceleration and scroll dynamics against session baselines; ephemeral, discarded at session end) · I-02 SessionOutcomeForecast (ordered event streams to conversion probability with drift metadata; active session only) · I-03 CreativeSemanticProfile (asset embeddings mapped to session context; bounded to creative lifecycle) · I-04 IntentHypothesis (temporary graph bridges linking session evidence to causal hypotheses; strict TTL expiry) · I-05 ValidationPassport (the per-decision governance trace; ledger retention). The O-1 PRIVACY LOCK is absolute and schema-enforced: no keystroke dynamics, typing speed, flight times, or text-input analysis; no audio, ever; no gaze; no fine-grained geolocation; sensitive categories — health, sexuality, religion, financial distress, minors — never inferred, stored, or composed, screened at ingest and again at hypothesis creation. Session-end purge jobs and retention-bound tests are part of the build, not the documentation.

4. PRODUCTS & SERVICES

4.1 The service catalog — High-Value Decision Jobs. Each job is a defined product surface: input telemetry, eligible decisions, governing constraints, required statistical evidence, targeted business outcome — mapped to its live capability dossier at mizoki3.com/signal. - J-01 Incrementality — holdout-before-budget-shift; CATE + refutation evidence. → /signal/measurement - J-02 Waste Prevention — cross-stack CPA-spike diagnosis; prohibition on automatic campaign blame. The SIG-042 flagship narrative: the system that refused to cut healthy media and instead flagged the broken mobile checkout, held bids, routed the repair, and logged the passport. → /signal/budget - J-03 Margin Control — budget toward high-margin, in-stock, fulfillable SKUs; contribution economics + F3 triggers. → /signal/budget - J-04 Learning Stability — protect platform learning phases from noisy feedback; staged changes with rollback paths. → /signal/thresholds - J-05 Executive Defensibility — one auditable decision trace reconciling conflicting channel reports; ValidationPassport + audit ledger. → /signal/measurement - J-06 Team Leverage — automated evidence assembly with the human authorization gate retained. → Command Center

4.2 The commercial onboarding — the 90-Day Growth Control Pilot (standard, by owner ruling). - Days 1–30 · Observe: connect the agreed stack (Google Ads, Meta, Shopify, GA4, BigQuery), establish baseline data quality, define the target Decision Jobs. Zero changes to live execution. - Days 31–60 · Validate: synthetic-control geo experiments, CATE model calibration, propensity verification, margin reconciliation against the customer's own books. - Days 61–90 · Recommend: fully contextualized decision proposals with complete audit trails, routed through designated human approval, every prediction graded against outcomes.

The pilot rides the Three-Gate Evidence Maturity Framework — approved through Gate 3: Gate 1, demonstrable logic (the live public Signal Factory demo is Gate 1); Gate 2, pilot validation on live systems with calibrated models and verified margin economics; Gate 3, expansion — Level 3/4 execution authority within caps, granted when accuracy, policy, and safety requirements are met on real data. And one alignment that makes the machine self-reinforcing: the pilot that closes a customer is the same machine that produces the verified numbers that flip the public Preview labels. The sales motion and the proof motion are one motion.

4.3 The packaging ladder. Signal Factory (free public demo — Gate 1) → 90-Day Growth Control Pilot (paid — Gate 2; deliverables: calibrated models, first verified lift findings, margin reconciliation) → Signal Operations (annual: Decision Jobs J-01…J-06 under the customer's chosen autonomy tier, standing F4 recalibration) → Enterprise Growth Control (adds F2 LTV regimes, F3 supply-chain sync, F5 treasury gating, and interlock with the Capital, Counsel, and Risk divisions).

5. ROADMAP (sequencing confirmed by owner ruling)

• Phase 6 — Signal Intelligence & ORACLE: intent cells serving observe-only; Intent Engine v2 modules in shadow with retention-bound purge tests; first registered holdouts; promotion gates graded on real data.
• Phase 7 — Net Yield & Commerce: per-tenant order economics and net-contribution cohorts; F3 supply-chain sync in build, observe-only; value writeback after verified pilot; packaged Shopify offering.
• Phase 8 — Growth Control: F4 automated micro-geo calibration loop live; F1 creative unbundling on pilot creative volume; Decision Jobs catalog GA with SLAs; the 90-Day Pilot as standard onboarding.
• Phase 9 — Enterprise Interlock: F5 treasury and covenant gating with the Capital division; F2 multi-quarter regimes after two observed quarters; Gate-3 autonomy (L3/L4 within caps) for qualifying customers.

Sequencing logic: prove-and-price before predict-and-expand; every frontier enters at observe or recommend; nothing spend-affecting promotes past the standing calibration gates; every phase ships a sellable artifact — pilot report, calibration certificate, decision-job SLA.

6. DEPLOYMENT STATE (single source of status; registry is ground truth)

7. RULINGS OF RECORD — August 19, 2026

1. Product vocabulary ratified as official: Decision Control Plane, Decision Eligibility Layer and DEL Score, Growth Decision Graph, Intent Engine v2, ValidationPassport, High-Value Decision Jobs. Queue OFFERING_MAP update in the next fleet run.
2. F3 supply-chain synchronization advanced to IN BUILD, observe-only.
3. The 90-Day Growth Control Pilot and the §4.3 packaging ladder adopted as the standard commercial motion.
4. Roadmap sequencing confirmed as written (F4 before F1; F2/F5 in Phase 9).
5. Three-Gate Evidence Maturity Framework approved through Gate 3: L3/L4 authority grantable within caps to customers meeting accuracy, policy, and safety criteria on real data.

8. CLAIM DISCIPLINE

This document remains bold and remains checkable. Metrics are labeled verified, benchmarked, targeted, or illustrative; capability status lives in §6 and nowhere contradicts it; third-party published results are cited as theirs, never presented as ours; methods are named from the literature they come from; outcomes are never guaranteed. Preview labels on the public surface flip only when verified pilot numbers enter the claim ledger — a promise printed on the site itself, and the reason the first pilot is worth more than any paragraph in this document.

9. CLOSING

What merges here is not a feature list — it is four loops closing into one controller. Perception that forgets by design. Proof that re-proves itself. Profit that reads the warehouse and the balance sheet, not just the ad account. Governance that makes every power conditional — on consent, on evidence, on margin, on policy, on cash, on a human approval wherever the ladder demands one. Any competitor can copy a single loop. The product is that all four run on one graph, under one state machine, leaving one audit trail — proven before promoted, labeled before believed, and built to survive the diligence of the most skeptical buyer in the room.

MIZ OKI Signal — Growth Control · r2.0 · August 19, 2026 · Companion to Whitepaper r3.5.1