Resvanta Decision Studio
Autonomous Corporate Econometrics & Boardroom Decision Intelligence — Powered by RAIL
Fortune 500 boards and enterprise leadership teams waste over $12B annually on management consulting firms who take 16 weeks to deliver static PowerPoint correlation decks. Resvanta Decision Studio (`RES_DECISION`) replaces this apparatus with autonomous causal econometrics: converting unstructured C-suite queries into deterministic causal models, testing for observational traps, simulating counterfactual pricing policies, and compiling offline 16:9 board decks in under 45 seconds.
Zero Generative Hallucinations. 100% Deterministic Proving. Deterministic offline container deployment (`docker run --network none`).
The 60-Second Boardroom Command Dashboard & Personalization Engine
Every live session opens on Tab 00—translating all 108 RAIL econometric proofs into role-specific fiduciary scorecards, a 9-step CFO revenue waterfall, a live Cost-of-Inaction delay scrubber, and a 3-altitude explanation toggle.
Net 36-month bottom-line profit unlocked by bundling +$15/mo with 80% SLA support and suppressing Sleeping Dogs.
CFO Revenue Leakage & Value Creation Waterfall
Simpson's Paradox & Regime Break X-Ray
Standard BI averages hide lethal enterprise attrition behind high-volume SMB accounts. Click Activate Subgroup X-Ray above to split by tier.
4 Built-In Governance & Execution Drawers on Every Card
Propensity Score Matching (1:1 NN Caliper) & Hidden Bias Proof
Eliminates self-selection bias in observational cohorts. Mathematically isolates true causal tenure expansion and tests sensitivity against unobserved confounding.
Zero Common-Support Bleed: Treated accounts without twin counterfactuals inside the 0.25σ caliper are rejected to prevent extrapolation errors.
Rosenbaum Bounds Verified: Wilcoxon signed-rank test proves that even if an unobserved confounding factor increased odds of treatment by 142%, the tenure lift remains statistically significant ($p \le 0.05$).
RMST Lifespan Expansion: Restricted Mean Survival Time integrates the non-parametric Kaplan-Meier curve across a 36-month planning horizon, proving a net +3.8 to +14.09 month extension.
Random Utility Theory & Willingness-to-Pay (WTP) Simulator
Solves for the profit-maximizing pricing sweet spot using discrete-choice Multinomial Logit (MNL). Decomposes attribute utilities and prevents churn elasticity cliffs.
Net of churn attrition & implementation cost
Softmax logit choice retention share
Cash flow payback across 10k accounts
Tenure delta when bundled with SLA tier
| Enterprise Feature Attribute | Category | Importance Weight | Dollar WTP / Mo |
|---|---|---|---|
| Guaranteed 99.9% SLA Support Tier | Infrastructure | 38.4% | +$27.21 |
| Real-Time Audit Gateway & HMAC Ledger | Security | 24.1% | +$18.60 |
| SSO / SAML Enterprise Identity Sync | Authentication | 19.5% | +$14.50 |
| Dedicated Strategic CSM Assignment | Customer Success | 14% | +$11.80 |
| Multi-Region Cloud Redundancy | Hosting | 9.2% | +$8.90 |
Causal Treatment Lift Optimization & Sleeping Dog Suppression
Replaces blanket retention marketing with causal Heterogeneous Treatment Effect (HTE) models. Concentrates budget on accounts that actually move, while silencing campaigns that awaken dormant cancellations.
The Persuadables
+17.8% Net Retention Lift
Accounts at risk of churn who respond positively to intervention. Concentrates 60.7% of total potential retention lift in the top 30% of accounts.
The Sure Things
88.4% Baseline Retention
Loyal accounts who renew organically regardless of outreach. Giving price discounts to this cohort burns gross margin with zero incremental lift.
The Lost Causes
89.1% Inherent Churn Risk
Departing due to external factors (bankruptcy, M&A, technology sunset). Concessions fail to alter their trajectory. Stop burning budget.
The Sleeping DogsDanger
-15.4% Adverse Attrition Hazard
Dormant accounts auto-renewing peacefully. Marketing touches wake them up to unused subscriptions, provoking immediate churn.
Deterministic C-Suite Natural Language Terminal
Zero LLM hallucinations. The Semantic Query Understanding Engine (SQUE) translates board-level inquiries into deterministic econometric pipelines, executing in under 20 milliseconds.
“Deploy Value Bundle immediately. The +$15 price adjustment paired with 99.9% SLA Technical Support yields +$142,500 in 36-month net revenue lift and extends account lifespan by +3.8 months, successfully offsetting churn elasticity.”
HMAC-SHA256 Provenance Ledger & 16:9 Board Deck Generator
Eliminates boardroom liability. Every decision, counterfactual simulation, and slide deck is cryptographically sealed with the tenant's private salt, guaranteeing bit-level immutability.
Sealed on 2026-10-06 with tenant salt [RDS_TENANT_SALT_9401]. Immutable mathematical provenance guaranteed.
Resvanta Decision Studio — Powered by RAIL
Autonomous Econometric Audit & Optimal Pricing Policy Briefing
How Decision Studio Replaces the Legacy Consulting Monolith
Comparing manual strategy retainers, observational BI dashboards, black-box ML data platforms, and generic conversational LLMs against deterministic causal econometrics.
| Evaluation Dimension | Legacy Strategy Firms Manual Advisory Retainers | Generic BI Tools Observational Dashboards | Enterprise ML Suites Black-Box Data Science | Standard GenAI Probabilistic Chat LLMs | Decision Studio (RAIL) |
|---|---|---|---|---|---|
Delivery Latency Operational Velocity | 12 to 16 Weeks per project | Instant (Manual query only) | Weeks of pipeline engineering | Seconds (Unverified text) | Under 45 Seconds (Autonomous) |
Engagement Cost Financial Efficiency | $500,000 to $2,000,000 / sprint | $70 to $120 / user / month | $250k to $1M+ platform fee | $30 / user / month | Starting at $28k/yr ($4.5k PE Sprint Pass) |
Analytical Grounding Scientific Rigor | Subjective interviews & Excel models | Naive correlation (Observational bias) | Predictive ML (Black-box correlation) | Large Language Model (Hallucinatory) | Deterministic Causal Econometrics (RAIL) |
Selection Bias Elimination Scientific Rigor | Rare / ad-hoc manual regressions | None (Displays confounded data) | Manual data science coding required | None (Cannot detect confounding) | Autonomous 1:1 NN Caliper PSM & DiD |
Willingness-to-Pay (WTP) Pricing Science | Survey-based Excel estimates | None | Complex custom Python pipelines | Hallucinated pricing numbers | McFadden Multinomial Logit (MNL) |
Anti-Trap Sentries Data Integrity | None (Prone to Simpson's Paradox) | None (Charts raw aggregations) | Manual unit tests required | None | Built-in Sentries (Simpson, Leakage, PSI) |
Deliverables Format Executive Governance | Static 80-page PowerPoint decks | Interactive BI dashboards | Raw analytical tables & web apps | Unformatted markdown chat | 16:9 Board Decks, Sealed Dossiers & Scored CSVs |
Data Sovereignty & Air-Gap Enterprise Security | Consultants access confidential IP | Public cloud multi-tenant hosted | Private cloud deployment | Public cloud API (Model training risk) | 100% Air-Gapped Appliance (--network none) |
Audit Verification Enterprise Security | None (Subjective opinion) | None | Standard access logs | None | HMAC-SHA256 Bit-Level Proof Seals |
Deterministic Econometric Value. Anti-Recycling Ledger Licensing.
Replace open-ended strategy consulting retainers with fixed SaaS, Partner Sprint, or Sovereign Appliance licensing metered by Cumulative Annual Ingested Cohort Rows (CACR) and Econometric Compute Credits (ECC).
Append-Only CACR Merkle Row-Hash Ledger
Single-brand / first-party data metered by Cumulative Annual Ingested Cohort Rows (CACR) with a 30-day idempotent update window. Protected by Dataset Schema & Brand NER Fingerprinting so deleting and uploading a new third-party dataset permanently decrements annual CACR.
Co-Branded Ed25519 Client Engagement Sprints
Designed for strategy consultancies and pricing advisories. Requires isolated Per-Client Engagement Workspaces ($3,500–$7,500/sprint). Outputs carry Co-Branded Ed25519 Cryptographic Verification Certificates bound to the client entity.
PortCo Slots & $4,500 30-Day CDD Sprint Passes
Metered by authorized Portfolio Company (PortCo) Slots plus on-demand $4,500 30-Day Commercial Due Diligence (CDD) Sprint Passes (up to 500k virtual data room rows per target company + Investment Committee Sealed Dossier).
RRE Survey-to-Decision Econometric Bridge
Pipe fielded RRE survey completes directly into RAIL econometric solvers. Includes 75,000 CACR / yr (15k/study), 250 ECC / yr, 2 Sealed 16:9 Board Dossiers / study (max 10/yr), 25 Dimension-109 queries/study, and 2 Creator + 5 Exec Simulation Seats.
Corporate Growth Studio
Structured under the $30k VP approval ceiling for single-brand pricing & churn teams.
500,000 CACR / yr • 1,000 ECC / yr
- 500,000 CACR / yr (Merkle Row-Hash Ledger)
- 1,000 Econometric Compute Credits (ECC) / yr
- 8 Sealed 16:9 Board Dossiers / yr
- 150 Dimension-109 Policy Lab Queries / yr
- 3 Creator + 10 Exec Simulation Seats
- 1 Brand Workspace • Analytical CSV Export
Corporate Enterprise Studio
Full 8-engine RAIL suite with CRM Reverse ETL & SR 11-7 governance (Up to 3 Brand Divisions).
2,500,000 CACR / yr • SR 11-7 Governance
- 500,000 CRM Reverse ETL Sync Rows / yr
- 5,000 ECC / yr + Unlimited Dimension-109 Queries
- 24 Sealed 16:9 Board Dossiers / yr
- 2 SR 11-7 / EU AI Governance Packs / yr
- 1,000,000 Gaussian Copula Synthetic Rows / yr
- 5 Creator + 25 Exec Seats • Up to 3 Brand Divisions
Consulting & PE Partner
Multi-entity license for strategy advisories & Private Equity deal teams.
Boutique ($65k, 10+ Sprints) • Global ($195k, 30+ Sprints)
- 2,000,000 – 5,000,000 CACR / yr + 1M CRM Syncs
- 5,000 – 12,000 ECC / yr + 2.5M Synthetic Rows
- 20 – 60 Co-Branded Ed25519 Client / IC Dossiers
- 5 SR 11-7 Governed Models / yr
- 10 Creator + 50 Exec Seats
- +$3,500–$4,500 per extra Client / PE CDD Sprint
Sovereign Air-Gapped
Zero-network appliance with committed CACR blocks (No “Unlimited”).
10M / 25M / 100M Committed CACR Blocks
- 100% Offline runtime (
--network none) + 3M Local DB Syncs - 25,000 ECC / yr (Hardware TPM Nonce Ledger)
- 100 Internal Cryptosealed Dossiers / yr
- 10 Governed Models / yr + 10M Synthetic Rows
- 50 Creators + Unlimited Local Viewers (Up to 10 Subsidiaries)
Granular Econometric Compute Credits (ECC) & Modular Entry Points
Pricing Frontier & Conjoint Suite
Standalone Van Westendorp, Gabor-Granger, and Conjoint Choice Simulator with 250,000 CACR / yr and RAIL verification proofs.
Gaussian Copula Privacy Vault
Standalone synthetic privacy twin generator (NNDR > 0.40) with 250,000 CACR / yr.
PE Commercial Due Diligence (CDD) Pass
Isolated 30-day VDR workspace for up to 500,000 target company rows + 1 Sealed 16:9 Investment Committee Dossier.
Step 2: Causal Econometric Counterfactual Optimization
Resvanta Decision Studio consumes clean empirical willingness-to-pay and market microdata from Resvanta Research Engine (Product 1), running 108 automated proofs to optimize pricing frontiers and uplift segments. Its deterministic policies then inform legacy modernization workflows in CodeArchaeologist (Product 3) and cryptographic security audit controls in Sentinel Trust OS (Product 4).
Enterprise Technical Specifications & Sovereign Security Guarantees
108 RAIL Causal Proofs · McFadden Multinomial Logit (MNL) · 1:1 NN Caliper PSM · Rosenbaum Bounds (Γ* ≥ 2.4) · Kaplan-Meier RMST · Cox Proportional Hazards · SQUE 3-Tier Classifier
Resvanta Decision Studio — Published Licensing, Implemented Scope & Validation Protocol
Current Availability Status: Commercial Evaluation & Guided Pilot Release (Interactive Sandbox Active)
Under $30k VP ceiling. 500,000 CACR/yr, 1,000 ECC/yr, 8 Sealed 16:9 Board Dossiers/yr, 150 Dimension-109 queries, 3 Creator + 10 Exec Seats (RRE Bridge starting at $8,500/yr; PE CDD Sprint Pass starting at $4,500).
2,500,000+ CACR/yr, 500,000+ CRM Reverse ETL Sync Rows/yr, 5,000+ ECC/yr, 24+ Sealed Dossiers/yr, 2 SR 11-7 Governance Packs/yr, and 1M+ Gaussian Copula Synthetic Rows/yr.
Track B/C Partner (Boutique 10+ Sprints / Global 30+ Sprints with Co-Branded Ed25519 Dossiers) or Tier 4 Sovereign Air-Gapped Appliance (10M / 25M / 100M Committed CACR Blocks).
- • Double Machine Learning (DoubleML), Synthetic Control, Difference-in-Differences (DiD), and Hierarchical Bayesian MMM estimators.
- • 10,000-iteration Monte Carlo capital allocation & pricing sensitivity simulator with VaR / CVaR tail-risk bounds.
- • Automated econometric refutation checks (placebo treatment permutation, unobserved confounder sensitivity, and covariate balance).
- • Simulation Latency Benchmark (Oct 2026 internal validation, n = 20 enterprise panel datasets up to 1M rows): 10,000 Monte Carlo iterations complete in median 2.8 seconds (IQR: 1.9–4.1s).
- • Causal Identification Scope: Observational causal inference requires sufficient treatment overlap (positivity) and historical pre-period depth; when refutation tests fail, RDS explicitly blocks causal claims and recommends a randomized geo-holdout.