Can You
Prove It?
SUBJECT · richardleclezio.com · PORTFOLIO HUB + TRAINING SUITE
LENSES · WEALTH MGMT · PRIVATE EQUITY · M&A · BANKING · INSURANCE · EU AI ACT · HEDGE FUNDS
Every product and every program in this portfolio answers a single question institutions can no longer avoid: can you prove what your AI did, why it did it, and who decided?
for the examiner: fiduciary evidence, predictive compliance, and the advisor bench that walks out the door every night.
for the LP and the exit: decision provenance at the IC, key-person intelligence in the portco, AI claims converted to evidence pre-close.
for the integration: retain the critical, transition the displaced, close the control gaps, and prove the target's AI before you pay for it.
for the examiner relationship: SR 11-7 model risk compliance, audit-finding prediction, and a tamper-evident record built across six Tier-1 banks.
for the commissioner: explainable underwriting decisions, multi-jurisdiction compliance across fifty states, and the actuarial bench you cannot afford to lose.
for Article 6: every high-risk AI system registered, logged, and governed before August 2026 — or withdrawn from the market.
for the alpha: conviction discipline under drawdown, the PM who built the model, and an audit trail the SEC is about to require.
Seven buyers. Seven reasons.
Which seat is yours?
Each lens maps the portfolio against a specific buyer's reality. Choose yours — or scroll through all seven.
Wealth Management
The examiner. The advisor. The fiduciary evidence.
View lens → LENS BPrivate Equity
The LP. The exit. Decision provenance at the IC.
View lens → LENS CM&A Integration
The people. The controls. The target's AI claims.
View lens → LENS DBanking
The MRA. SR 11-7. Built across six Tier-1 banks.
View lens → LENS EInsurance
Fifty states. The commissioner. The underwriting decision.
View lens → LENS FEU AI Act
Article 6. August 2026. Register, log, govern — or withdraw.
View lens → LENS GHedge Funds
The alpha. The PM. The conviction ledger under drawdown.
View lens →Wealth Management
| Rank | Product | Why it matches |
|---|---|---|
| 1 | RegTwin AIRegulatory Digital Twin | WM compliance drowns in regulatory change: SEC marketing rule, Reg BI, state fiduciary rules. An AI-native GRC that predicts audit findings and writes board reports is a direct fit for the CCO's office. |
| 2 | TalentOracleHuman Capital AI | Advisor attrition is the wealth management risk. Predicting departure 90 days out, before the book of business moves, is worth more per seat in WM than in any other vertical. |
| 3 | BLACKBOXAI Flight Recorder | As AI enters advice and client communication, proving to FINRA and the SEC exactly what the system said and did becomes a fiduciary evidence requirement. Tamper-evident replay answers "show me the record." |
| 4 | AgentPMOAgent Governance | Firms deploying agents for onboarding, KYC and reporting need the registry, risk classification and incident tracking before the examiner asks. |
| 5 | ERIS ProEnterprise Risk | Fits the CRO office at larger private banks; lighter differentiation at smaller RIAs. |
| 6 | MAP//DOAdvisor Productivity | Advisors need board-ready client packages, vendor comparisons, and meeting-to-action summaries without learning prompt engineering. MAP//DO selects the lightest AI approach per task — the advisor describes the outcome, the system navigates. |
Private Equity
| Rank | Product | Why it matches |
|---|---|---|
| 1 | KEELDecision Provenance | Purpose-built for this lens. Pre-committed exit criteria, fear-vs-analysis reversal classification, the Conviction Ledger, for the IC and the portco CEO. The flagship PE product. |
| 2 | TalentOracleKey-Person Intelligence | Management key-person risk is a top-three diligence item and a top-three post-close risk. Running departure prediction across a portco's leadership bench at $10-$30 a report is a trivially cheap operating-partner tool. |
| 3 | The Eight ProofsAI Diligence Method | Every target now claims AI capability. Examine-Attack-Prove is an AI diligence methodology, converting a target's claims into evidenced, defensible reality before the deal closes. |
| 4 | Business Idea ValidatorPortco Growth OS | 55-feature pre-launch OS for portco growth teams: 13 agents validate the idea, then build the pitch deck, GTM playbook, financial model, and landing page. An operating partner can run every portco growth initiative through it in a day. The VC Stress Test alone is a PE tool. |
| 5 | BISOCodebase Immune System | Tech diligence and post-close remediation of acquired codebases: quantifies, then autonomously reduces, the security debt you just bought. |
| 6 | AVAPortco AI Accountability | Operating partners deploying AI across portfolio companies need evidence-based accountability: evaluate every initiative against Scale, Repair, Contain, or Stop, with defensible capital verdicts and board-ready decision records. Proves which AI earns continued investment the way PE governs everything else. |
| 7 | MAP//DOPortco Operating Leverage | Operating partners and portco teams produce status packages, vendor comparisons, and board materials constantly. MAP//DO delivers professional outputs from plain-language descriptions — no prompting skill required, immediate operating leverage across the portfolio. |
| 8 | ProofOSAI Diligence Proof | Every portco AI initiative gets a defensible verdict — Scale, Repair, Contain, or Stop — grounded in system proof, human proof, and value proof. The institutional evidence layer that turns AI due diligence from opinion into architecture. |
M&A Integration
| Rank | Product | Why it matches |
|---|---|---|
| 1 | TalentOracleRetention Intelligence | Announcement-triggered attrition is the classic value-killer. Screening both firms' key staff for departure risk in the first 30 days post-announcement is the single highest-ROI integration intervention available. |
| 2 | RegTwin AIDay-1 Readiness | Day-1 regulatory readiness across two merged entities (impact analysis, control-gap detection, remediation tracking) is precisely the integration compliance workstream, automated. |
| 3 | BISOTech Diligence | Pre-close: what security debt are we buying? Post-close: autonomous remediation of the acquired codebase, with a learning loop. |
| 4 | AgentPMOEstate Rationalization | Post-merger you inherit two AI agent estates with no common registry. Inventory, risk classification, cost and incidents: a new but inevitable integration workstream. |
| 5 | BLACKBOXDefensible Record | Integration decisions face litigation and regulator scrutiny. A tamper-evident record of AI-assisted decisions, and of any agents kept running through cutover, is the defensible-record layer. |
| 6 | Resume2BuilderCareer OS · Outplacement | Every integration consolidates workforces. The Career OS as the outplacement layer is a cost-effective severance benefit and a reputational protector during RIFs, the humane half of the people workstream. |
| 7 | KEELIMO Conviction | Integration steering committees reverse decisions under pressure constantly. The Conviction Ledger keeps the integration thesis honest. |
| 8 | MAP//DOIMO Execution Layer | Integration teams produce hundreds of status packages, workstream reports, and steering committee briefs. MAP//DO turns plain-language descriptions into professional deliverables — no AI training needed across newly merged teams with incompatible tool sets. |
Banking
| Rank | Product | Why it matches |
|---|---|---|
| 1 | RegTwin AIRegulatory Digital Twin | Built across six Tier-1 banks. Six agents monitoring regulatory change, predicting audit findings, generating board reports. This is the home product — designed for the banking examiner relationship. |
| 2 | BLACKBOXFlight Recorder | SR 11-7 requires model documentation and output reproducibility. A tamper-evident hash chain over every AI decision gives the examiner what they actually want: a record they can trust. |
| 3 | AgentPMOAgent Registry | Banks deploying AI agents across credit, compliance, and operations need one registry: risk-classified, costed, incident-tracked. The examiner will ask for this inventory. |
| 4 | TalentOracleRetention Intelligence | Banking talent is mobile and expensive. Predicting departure 90 days ahead — from resume signals, no HRIS — lets the CHRO act before the offer letter arrives. |
| 5 | ERIS ProEnterprise Risk | Eight agents across real-time threat detection and operational risk: the CRO's early-warning layer across fraud, cyber, and compliance events. |
| 6 | AVAAI Portfolio Governance | AI spend at banks is growing faster than the controls around it. AVA evaluates every AI initiative through evidence-based accountability — Scale, Repair, Contain, or Stop — with board-ready decision records the examiner can audit. |
| 7 | MAP//DOOperations Productivity | Banking operations teams produce regulatory filings, committee papers, and vendor assessments daily. MAP//DO delivers professional outputs from plain-language descriptions — no prompt engineering across thousands of operations staff who need AI outcomes, not AI skills. |
| 8 | The FractureGovernance Fatigue | Governance controls at banks degrade under regulatory volume, staffing pressure, and audit fatigue. The Fracture measures four dimensions of decay — Entropy, Load, Candor, Drift — and reveals which controls are failing slowly enough to pass the last exam but not the next one. |
| 9 | ProofOSExaminer-Ready Proof | When the examiner asks "can you prove this AI system is governed?" — ProofOS delivers the answer: system proof, human proof, value proof, nine-component architecture. The institutional evidence layer the MRA demands. |
Insurance
| Rank | Product | Why it matches |
|---|---|---|
| 1 | RegTwin AIMulti-Jurisdiction GRC | 50-state regulatory fragmentation is the insurance compliance nightmare. Six agents tracking change, impact, and gaps across jurisdictions — the only scalable answer to multi-state AI compliance. |
| 2 | BLACKBOXDecision Replay | When an underwriting or claims decision is challenged, replay the AI reasoning step by step: what data, what model, what output, in what order. Tamper-evident and regulator-ready. |
| 3 | TalentOracleActuarial Retention | Actuaries and senior underwriters are scarce. Departure prediction protects the most specialized workforce in financial services. |
| 4 | ERIS ProFraud & Risk | Eight agents on real-time threat detection across claims fraud, cyber risk, and operational events: the risk officer's proactive intelligence layer. |
| 5 | AgentPMOAI Inventory | Insurers deploying AI across pricing, underwriting, and claims need the single registry that regulators and boards increasingly require. |
EU AI Act Compliance
| Rank | Product | Why it matches |
|---|---|---|
| 1 | AgentPMOArticle 6 Compliance | Built for this regulation. Agent registry with EU AI Act risk classification, conformity tracking, incident reporting, and lifecycle management. The mandatory compliance layer for any high-risk AI deployment. |
| 2 | BLACKBOXArticle 12 Logging | Article 12 requires automatic logging of high-risk AI system operation. BLACKBOX provides append-only, hash-chained logs over every reasoning step — exceeding the minimum logging requirement with cryptographic proof. |
| 3 | RegTwin AIRegulatory Monitoring | The AI Act generates implementing regulations, delegated acts, and harmonised standards. Six agents tracking the evolving requirements across EU member states — the compliance team's regulatory radar. |
| 4 | ERIS ProIncident Detection | Article 62 mandates serious incident reporting. Eight agents on real-time detection and predictive risk analytics — the early-warning layer that catches the incident before the reporting deadline. |
| 5 | AVAAI Investment Accountability | The AI Act demands proportionate resource allocation and ongoing monitoring. AVA evaluates every AI initiative against Scale, Repair, Contain, or Stop with defensible capital verdicts — the value assurance layer that proves investment discipline, not just technical compliance. |
| 6 | The FractureArticle 9 Monitoring | Article 9 requires ongoing post-market monitoring of high-risk AI systems. The Fracture measures governance decay continuously — Entropy, Load, Candor, Drift — catching the controls that pass the initial conformity assessment but erode before the next review cycle. |
| 7 | ProofOSArticle 14 Proof Architecture | Article 14 requires human oversight with documented capability. ProofOS proves it: system proof, human proof, value proof — nine components of institutional evidence that the conformity assessment demands. |
Hedge Funds
| Rank | Product | Why it matches |
|---|---|---|
| 1 | KEELConviction Discipline | CIO and risk committee allocation decisions under drawdown pressure. Every reversal classified — fear or analysis — and sealed on the Conviction Ledger. When the fund is down 8% and the committee wants to cut the position, KEEL puts the original thesis on the table. |
| 2 | TalentOraclePM Retention | A star portfolio manager leaving takes the book, the strategy, and the LPs who followed. Predicting departure 90 days ahead from resume signals — no HRIS, no survey — is the cheapest insurance on the most expensive risk in the fund. |
| 3 | BLACKBOXModel Audit Trail | SEC wants to see how AI-driven trading and research decisions are made. A tamper-evident hash chain over every model action, replayable and provable, is the audit trail regulators are about to require. |
| 4 | RegTwin AISEC/CFTC Monitoring | AI trading rules are tightening. Six agents tracking regulatory change across SEC, CFTC, and global equivalents — the compliance team's early-warning layer as the rules evolve around them. |
| 5 | ERIS ProPortfolio Risk | Eight agents on real-time threat detection across the portfolio: operational risk, cyber events, and compliance triggers before they become incidents. |
| 6 | AVAAI Capital Discipline | Quant infrastructure spend scales with model complexity. AVA evaluates which AI systems earn continued capital allocation — Scale, Repair, Contain, or Stop — with defensible verdicts and board-ready decision records the SEC is moving toward requiring. |
Thirty-one live systems.
Founder-built. In market.
Enterprise posture, clear outcomes, production execution, from decision provenance to the career operating system.
KEEL↗
Agentic Chief of Staff for PE portfolios. Intercepts strategic reversals, audits pre-committed exit criteria, and classifies fear vs. analysis in under a second. Every judgment sealed in the Conviction Ledger.
WIN Decision integrity with provenance: the human always chooses, never blind
MedConsult AI↗
HIPAA-focused clinical workflow platform: AI-assisted consultations, documentation automation, voice dictation, secure patient communication.
WIN Less documentation burden, compliance-grade controls intact
Business Idea Validator↗
55-feature pre-launch OS: 13 AI agents validate the idea, then build the execution stack — pitch decks, GTM playbooks, financial models, landing pages, investor matching, team workspaces, and a CRM. Idea to first investor meeting without leaving the platform.
WIN Not just validation — execution infrastructure. No competitor at this depth
ERIS Pro↗
Eight autonomous agents for real-time threat detection, predictive risk analytics, and strategic advisory across security and compliance.
WIN Proactive risk visibility, faster threat response
RegTwin AI↗
Autonomous regulatory digital twin: six agents monitor change, analyze impact, find control gaps, predict audit findings, generate board reports, track remediation. AI-native replacement for legacy GRC.
WIN Agents do the work, humans approve, built across six Tier-1 banks
Resume2Builder↗
Career Operating System around an AI tailoring engine: JD in, ATS-grade resume out, at individual or pipeline scale. Serves the search campaign and the placement operation alike.
WIN Per-role tailoring becomes throughput, for one career or an entire bench
AgentPMO↗
The first governance and lifecycle platform for enterprise AI agents: registry, EU AI Act risk classification, cost and performance metrics, incident tracking, executive reporting.
WIN One source of truth for every agent, audit-ready
BISO↗
Codebase immune system: Semgrep, CodeQL & Snyk fused with topology-aware PR prediction, autonomous blue-red-judge fix loops, semantic bug memory, feature-flag quarantine.
WIN Reactive vulnerability management becomes a learning immune system
TalentOracle↗
Six-agent platform predicting employee departure 90 days ahead: risk scored 0-100 against Market, Ceiling & Cadence clocks from resume text alone. No HRIS. $10-$30 per report.
WIN One prevented $1.2M departure pays for thousands of reports
Arc↗
Personal CFO for the career: trajectory score, ceiling detection, compensation gap, negotiation brief, and a Move Simulator modeling three probability-weighted futures.
WIN Forward-looking signal where every other tool looks backward
BLACKBOX↗
Tamper-evident flight recorder for AI agents: append-only SHA-256 hash chain over every reasoning step, tool call and output. Any run replayed verbatim, proven unaltered.
WIN What happened, in what order, and can the record be trusted. Answered
AVA↗
AI Value Assurance platform: evidence-based accountability for AI portfolios. Evaluates every initiative against a Scale, Repair, Contain, or Stop framework with defensible capital verdicts and board-ready decision records.
WIN Prove which AI deserves more capital. Stop the rest
MAP//DO↗
AI-powered outcome workspace: describe your result, edit collaboratively, decide, deliver. Selects the lightest useful AI approach for each task — from board-ready project status packages to vendor comparisons with evidence. No prompting expertise required.
WIN Capability-led, vendor-neutral, human-accountable. The human decides — the AI navigates
The Fracture↗
Governance fatigue operating system: measures four dimensions of governance decay — Entropy, Load, Candor, and Drift — to reveal which controls are failing slowly enough to look healthy. Board-ready repair recommendations before the formal failure occurs.
WIN Find the fracture before the break. Early-warning intelligence for governance controls
ProofOS↗
Institutional proof system for AI accountability: input one AI initiative, receive a defensible verdict — Scale, Repair, Contain, or Stop — grounded in verifiable evidence across three dimensions: system operations, human oversight, and economic value. Nine-component proof architecture demanding evidence, not intentions.
WIN Can you prove it? System Proof, Human Proof, Value Proof — answered
Bulwark↗
Runtime guardrail control plane: every AI decision inspected through ten stations — six pre-flight checks and four post-flight verifications — before and after model execution. Seven nuanced outcomes beyond allow/block. Immutable SHA-256 hash-chained evidence trail. Four executive lenses (CFO, CAIO, CTO, CIO). Regulatory crosswalk to EU AI Act, NIST AI RMF, SR 11-7, BCBS 239, and ISO 42001.
WIN Every AI decision proven before it runs. Policy enforced at runtime — not filed in a document
Sea Trial↗
Adversarial testing instrument that validates AI guardrail stacks before deployment: ten-rail detection stack, 44-attack corpus across 10 vectors, mutation storm resilience testing (seven evasion techniques per caught exploit), single-point-of-failure analysis, and a graded Certificate of Sea Trial (A–F). Custom trial builder for institution-specific attacks and rules.
WIN Test your guardrails before an examiner does. Evidence-grade validation, not a checklist
Career OS↗
Personal career operating system: lifelong workspace connecting evidence, transitions, and possibilities across every chapter. Eight-dimension Personal Compass (Direction, Capability, Experience, Opportunity, Relationships, Money, Life, Sustainability), evidence library with verification, six-stage structured transitions, AI-assisted Career Studio with citation validation, and a secure application bridge to Resume Builder with outcome tracking.
WIN Every ending, a stronger beginning. Evidence travels with you — not locked in the institution you leave
Healthcare Playbook↗
Interactive AI implementation playbook for healthcare organizations: eight domain deep dives, 29 concrete plays with step-by-step guidance and KPIs, readiness assessment generating a four-quarter roadmap, ROI modeler, governance toolkit aligned to NIST AI RMF, HIPAA, FDA, and Joint Commission, and a vendor landscape cataloging 128+ tools across 32 categories. All processing runs locally — no data leaves the browser.
WIN Strategy to safe deployment in one instrument. Workflow before model — the playbook the examiner wants to see
VITAL↗
Interactive education and planning environment for healthcare AI: 18 clinical and operational workflows across six domains (documentation, prediction, diagnostics, revenue cycle, engagement, operations), 54 synthetic scenario configurations, and case studios where clinicians inspect AI reasoning, trace outputs to source evidence, and define pilot requirements. No live patient data. No clinical connections.
WIN Before you deploy, know what breaks. Test the workflow — not just the model — in synthetic conditions
SOMA↗
Research and learning prototype centring prosthetic design on lived experience: guided care journeys tracking pressure (kPa), volume change, and discomfort across a full day. 3D/4D inspection tools, seven research demonstrations (sensory return, interface sensing, adaptive sockets, muscle interfaces, shared control, regional materials, digital-twin modelling), and continuous care memory with exportable PDF/Markdown reports linking evidence to design decisions.
WIN Person → experience → design. The life beyond the limb becomes the starting point
STRIDE↗
Private digital notebook for prosthesis users: document socket fit, check in when it feels different, store photos and clinical guidance, and compare identical activities across morning and evening. 3D interactive explorer with Ottobock component library, time-gated entries, and revocable single-issue case linking. Does not diagnose, prescribe, or say the prosthesis is safe to wear.
WIN Walk into the next appointment with evidence, not memory. SOMA designs — STRIDE records
Prosthetic Atlas↗
Independent educational reference for prosthetic users: 3D anatomical explorer, gait comparison tool that puts two knees on the same clock, fit and care guidance for socket and liner dynamics, and a Brief Builder that compiles goals, questions, and model notes into a printable appointment brief. Three content pathways — Motion, Fit, and The Visit. All data local. Not a diagnosis, prescription, or product ranking.
WIN Know your options. Own your next step. The vocabulary to participate as an equal in your own care
STILL↗
Independent educational resource for individuals navigating cancer treatment with limb-loss implications. Four journey pathways: facing what's next, finding footing, living on my terms, and here for someone (caregiver). Trusted resource links to Memorial Sloan Kettering, Amputee Coalition, and National Cancer Institute. Real patient narratives, prosthetic possibilities, storytelling prompts, and a support connection directory.
WIN Still you. Still becoming. Meet people where they are — not where the treatment protocol says they should be
Plimsoll↗
Independent classification system for AI systems used in banking, modelled after maritime vessel classification. Assigns reliance limits (L0–L3) per operating condition per banking task. Six-step survey method with practitioner-verified task corpora, stress and injection testing, and quarterly drift reviews. Nine-specimen register with vendor right-of-reply. Shared-economics model: solo assessment ~$79K per bank; Plimsoll shared ~$6.8K per bank — 91% reduction. Delaware public benefit corporation; vendors cannot pay or sponsor.
WIN A clear line for AI reliance. The classification that travels with the system — replacing duplicated vendor due diligence with a shared, independent, evidence-grade register
The Glass↗
Decision-support system for tropical storm operations: 50 ensemble forecast threads coloured by wind intensity, NHC cone with Google DeepMind AI track overlay, 34/50/64-knot probability terrain with valid-time scrubber, issuance cycle history scored against actual tracks, and SHA-256 hash-chained decision records linking every call to the forecast state. Four personas (marina, port, people, watch) with rule-based site thresholds. Three real 2026 storms (POLO, NOLO, FAY). Not a warning — a decision rehearsal instrument.
WIN Read the glass. Record the call. The decision survives the storm because it was sealed before the storm arrived
The Binnacle↗
Decision-support instrument for space-weather operations: coronal mass ejections displayed on the Sun-Earth line, magnetopause from measured solar wind (Shue et al. 1998), auroral oval from Kp, drag-based CME propagation with independent issuances, and SHA-256 hash-chained decisions sealed to instrument readings. Five scenarios: grid (load shedding at 78°N), polar flight (HF blackout), satellite (shield crossing 6.6 Re), survey (GNSS loss), timing (oscillator holdover). Built on NASA DONKI, GFZ Potsdam, NASA OMNI, NOAA SWPC.
WIN Steer by the Sun. Record the heading. The companion to The Glass — tropical storms read the barometer, space weather steers by the Sun
Twenty Milliseconds↗
Educational simulation game exploring human oversight of AI systems at millisecond timescales. Control simulated fusion plasma for six seconds, then compare against a 20ms AI controller. Three modes: practice (1/10 speed, 24/24 shots), real time (2/24 shots), and controller (24/24 shots, 16.2 βN·s). Four-equation toy model built on Seo et al. (Nature 2024), PACMAN (2025), and PPPL lab report (2026). Two minutes. No physics required.
WIN Hold the edge. The experience makes one thing concrete: there are decisions too fast for human hands but too consequential for unsupervised machines
VOIDLINE↗
Browser-based vertical space combat in low Earth orbit. Eight escalating waves against two capital-class warships (Harvester and Oblivion). Three weapon loadouts: Raptor (twin pulse), Prism (arc spread), Lance (railgun). Rift Break time-manipulation mechanic charged by near misses and kills. Destructible gun batteries, permanent upgrades at waves 2/4/6, chain kill scoring. Five to eight minutes. No install.
WIN Defy the dark. Built to the same standard as the governance products — responsive, performant, accessible, instant. Twenty-eight instruments for institutions. This one is for the pilot
PERIGEE↗
Orbital defense arcade honouring Space Invaders (1978). Chain-multiplier scoring (×1–×5 from consecutive hits, broken by misses), twelve waves with boss encounters every fourth wave (Flagship with destructible gun pods, sweeping beam, progressive hull erosion), three power-up capsules, armoured invader variants, destructible bunkers, fully synthesised Web Audio, and monochrome phosphor simulation at original arcade resolution.
WIN Hold the last orbit. Precision over volume — the chain rewards accuracy, not spray. The second product in Games
Marrow Sound↗
Lighthouse rescue game set in the North Atlantic, October 14, 1893. The keeper is down. Three vessels are still out. The light is yours. Select vessels, restore course, share light, sound the foghorn (6-second hold, 24-second recovery). Vessels drift toward the reef in darkness — zero course means lost. Three-minute timed watch. WebGL 2. Headphones recommended.
WIN The sea takes. You bring them home. Triage under pressure — which vessel gets the light, which one can hold, and when to spend the foghorn
Thirty-two programs.
Four tiers of command.
Most AI training teaches tools. These teach governance, aligned to SR 11-7, BCBS 239, the EU AI Act, and NIST AI RMF, drawn from twenty years inside Tier-1 banks.
Governance Foundations
17 ProgramsMaster the discipline before you command the machine.
CAIO Flight Deck Series
7 ProgramsCommand, persist, survive, outlast, then face the mirror.
AIPM Flight Simulators
5 ProgramsFrom mission-based training to five-generation command evolution.
Cybersecurity Lab
4 ProgramsDefend AI systems against real-world threats with hands-on labs.
Forty-seven systems.
What matters from your seat.
Pick your role. This is a curated brief, not a filter: the three products and two programs that earn your attention first, in your language. The rest of the chain stays sealed.
Not forty-seven point tools.
Two coherent suites.
The Evidence Layer: Provable Governance
BLACKBOX records every agent action on a tamper-evident hash chain. RegTwin monitors the regulatory landscape and predicts audit findings. AgentPMO registers and risk-classifies every agent under the EU AI Act. The Fracture measures governance decay across four dimensions — revealing which controls are failing slowly enough to look healthy. AVA evaluates every AI initiative through evidence-based accountability — Scale, Repair, Contain, or Stop — with board-ready decision records and defensible capital verdicts. Bulwark enforces guardrails at runtime — ten inspection stations, seven nuanced outcomes, SHA-256 evidence for every decision. Sea Trial validates the guardrail stack before deployment — 44 attacks, mutation storm resilience, and a graded certificate that proves the controls were tested. AI Security Lab and The Breach Lab train the security team on the 2026 AI threat landscape — adversarial ML, agentic attacks, deepfake defense, agent hijacking, MCP exploits, and supply-chain breaches — with evidence-chain graded practicals. The hash-chained training records (LiveFire, The Gauntlet, The Throttle) prove the humans can hold the standard. One positioning — tamper-evident AI governance — sold seven ways to seven buyers who need it for seven different reasons.
The Human-Capital Stack: Full Employment Lifecycle
TalentOracle predicts the departure 90 days out. Arc scores the trajectory and models three futures. Career OS carries the evidence forward across chapters — eight-dimension compass, verified achievements, structured transitions. Resume2Builder executes the application at pipeline scale. Not four point tools — one workforce-transition platform with a data flywheel underneath: every confirmed career outcome from Arc sharpens TalentOracle's prediction model, Career OS preserves the evidence and context, and every Resume2Builder placement closes the loop. Sold together to HR, placement firms, and PE operating teams.
MedConsult AI brings the same governance-first architecture to clinical workflows — HIPAA-grade documentation, AI-assisted consultations, and voice dictation for physicians. Healthcare Playbook extends the healthcare vertical with an interactive implementation guide: eight domain deep dives, 29 plays with KPIs, readiness assessment, ROI modeler, and a governance toolkit aligned to NIST AI RMF, HIPAA, FDA, and Joint Commission — the strategy-to-deployment instrument that health system executives need before writing the first RFP. VITAL adds a pre-deployment sandbox: 18 workflows across six clinical domains with 54 synthetic scenarios where clinicians test whether the AI workflow survives contact with clinical reality before any system touches a live patient. SOMA extends the health stack into prosthetic care research — guided care journeys, pressure visualization, 3D/4D inspection, and seven bionic research demonstrations centred on lived experience rather than fitting mechanics. STRIDE completes the loop from the wearer's side: a private digital notebook for prosthesis users to document socket fit, compare activities across morning and evening, and walk into the next appointment with structured evidence instead of verbal recall. Business Idea Validator is a 55-feature pre-launch operating system: 13 AI agents validate the idea, then build the pitch deck, GTM playbook, financial model, investor match, and landing page. It serves founders directly, but also PE portco growth teams, accelerators, and corporate innovation labs — making it both a standalone platform and a portfolio multiplier inside the PE and M&A lenses.
Why this portfolio.
Not the incumbent.
Every product listed here competes with something. Here is what the incumbent cannot do.
| Product | Replaces / Competes with | The difference | Deploy |
|---|---|---|---|
| RegTwin AI | Archer · ServiceNow GRC · MetricStream | AI-native, not AI-bolted. Six agents do the work; humans approve. Legacy GRC is a workflow tool — this is a regulatory digital twin. | Weeks, not quarters |
| KEEL | No direct competitor | New category: decision provenance for investment committees. Nothing else classifies fear vs. analysis or maintains a conviction ledger. | No integration required |
| TalentOracle | Visier · Eightfold · Workday analytics | No HRIS integration. Resume text in, departure prediction out. $10–$30 per report. Works on day one with zero infrastructure. | Instant — zero integration |
| BLACKBOX | Datadog · Arize · LangSmith | Those are observability tools. This is a flight recorder: append-only, hash-chained, tamper-evident. The difference is legal, not technical. | SDK, auto-instrument, or OpenTelemetry |
| AgentPMO | No direct competitor | New category: governance platform for AI agents. Not model monitoring — agent lifecycle, risk classification, EU AI Act conformity. | CLI-first, multi-tenant SaaS |
| BISO | Snyk · SonarQube · Veracode | Those scan. This learns: topology-aware prediction, autonomous fix loops, semantic bug memory, feature-flag quarantine. An immune system, not a scanner. | CI/CD integration |
| Arc | LinkedIn Premium · Glassdoor | Backward-looking benchmarks vs. forward-looking trajectory: ceiling detection, move simulation, and a data flywheel that feeds TalentOracle. | Free tier to $19/mo Pro |
| Resume2Builder | Teal · Jobscan · TopResume | Individual tailoring tools vs. pipeline-scale Career OS. B2C and B2B: one career or an entire placement bench. Closes the human-capital stack loop. | Self-serve, API for firms |
| Business Idea Validator | Lean Canvas · Strategyzer · Validator AI | Those validate. This builds: 55 features, 13 agents, pitch decks, GTM playbooks, investor matching, CRM, team workspaces, landing pages. Pre-launch OS, not a quiz. | Self-serve, team plans |
| AVA | CloudHealth · Apptio · Kubecost | Those track cloud cost. This assures AI value: every initiative evaluated against Scale, Repair, Contain, or Stop with defensible capital verdicts and board-ready decision records. AI value assurance — not cost monitoring. | SaaS, executive dashboard |
| MAP//DO | ChatGPT · Copilot · Jasper | General-purpose chat vs. outcome-specific workspace. MAP//DO selects the lightest useful AI approach per task, detects context automatically, and requires zero prompting expertise. The human describes the result — not the prompt. | Browser-based, no setup |
| The Fracture | Periodic governance reviews · maturity assessments | Reviews are snapshots. The Fracture is continuous measurement: four dimensions of governance decay scored in real time. Reveals controls failing slowly enough to look healthy — the gap between the last review and the next failure. | Self-assessment, board-ready output |
| ProofOS | GRC platforms · audit checklists | GRC platforms track compliance status. ProofOS proves institutional accountability: system proof, human proof, value proof — three dimensions converging on a defensible Scale/Repair/Contain/Stop verdict. Evidence architecture, not checkbox compliance. | SaaS, per-initiative |
| AI Security Lab | SANS AI courses · generic cybersecurity training | Generic courses teach concepts. This lab runs real Python in the browser: train a real IDS, craft real adversarial examples, defend against real agentic attacks. Graded objectives with a SHA-256 evidence chain — not slides and a certificate. | Browser-based, no setup |
| The Breach Lab | CTF platforms · tabletop exercises | CTFs are puzzles. Tabletops are conversations. The Breach Lab is a stateful command console: seven live threat ranges where you detect, separate, control, and record against agent hijacking, MCP exploits, and supply-chain attacks — with twenty-eight objectives and a Black Sky capstone. | Browser-based, no setup |
| ENSIGN | API gateways · OAuth flows · vendor questionnaires | API gateways authenticate machines. ENSIGN verifies the agent, its authority, its institution, its validation status, and the human accountable — before any transaction. Four-step handshake, six attack simulations, dual-signed tamper-evident receipts. The missing governance layer at the institutional seam. | Browser-based, no setup |
| Sentinel Lab | KnowBe4 · Proofpoint SAT · annual compliance CBTs | Compliance CBTs are passive videos with a quiz. Sentinel Lab is a scored training range: triage real phishing, defend a live social-engineering call, hunt auth logs, respond to ransomware, exploit a SQL injection sandbox. Eight missions, three tracks, persistent scores — competence tested, not just watched. | Browser-based, no setup |
| Bulwark | Guardrails AI · Lakera · Robust Intelligence | Point guardrails apply one check. Bulwark runs ten sequential stations — six pre-flight, four post-flight — with seven nuanced outcomes beyond allow/block. SHA-256 hash-chained evidence trail, four executive lenses, and regulatory crosswalk embedded per station. A control plane, not a filter. | Browser-based, no setup |
| Sea Trial | Manual red-teaming · ad hoc prompt testing | Manual testing covers what the team imagines. Sea Trial tests 44 attacks across 10 vectors, then mutates every caught exploit seven ways. Single-point-of-failure analysis, graded certificate (A–F), and SHA-256 evidence ledger. Reproducible validation, not anecdotal spot-checks. | Browser-based, no setup |
| Career OS | LinkedIn · Notion career templates · outplacement portals | LinkedIn is a public profile. Notion is a blank canvas. Outplacement portals expire with the contract. Career OS is a lifelong workspace: eight-dimension compass, evidence library with verification, six-stage transitions, AI-assisted drafting with citations, and a secure bridge to Resume Builder with outcome tracking. The individual owns the data — forever. | Browser-based, Clerk auth |
| Healthcare Playbook | McKinsey whitepapers · KLAS reports · vendor slide decks | Consulting decks advise. This instrument executes: 29 plays with KPIs, a readiness assessment that generates a four-quarter roadmap, an ROI modeler, and a governance toolkit mapped to NIST AI RMF, HIPAA, FDA, and Joint Commission. 128+ tools cataloged. All processing local — no PHI risk from the planning tool itself. | Browser-based, no setup |
| VITAL | Vendor demos · pilot-and-pray · post-deployment incident reviews | Vendor demos show the happy path. VITAL tests the failure path: 54 synthetic scenarios across three conditions per workflow, source entailment checks that flag reasoning gaps, and a four-step case studio that produces a deployment specification — not a demo impression. Test the workflow before the workflow tests you. | Browser-based, no setup |
| SOMA | CAD-only socket design · static fitting assessments · generic rehab software | CAD designs the object. Static fittings capture one moment. SOMA designs for the day: guided care journeys with pressure, volume, and discomfort tracked across hours, 3D/4D inspection that replays conditions over time, seven research frontiers from sensory return to digital twins, and a care memory that travels with the wearer. Person → experience → design. | Browser-based, no setup |
| Marrow Sound | Walking simulators · atmospheric indie games · narrative web experiences | Walking simulators observe. Narrative web experiences click through. Marrow Sound puts three lives in your hands for three minutes — aim the light, prioritise the weakest vessel, time the foghorn, bring them home. The tension is real because the timer is real and the reef does not wait. Quiet intensity, not passive atmosphere. | Browser-based, WebGL 2 |
| PERIGEE | Original Space Invaders · retro emulators · mobile clones | The original is a museum piece. Emulators preserve it. Clones copy it. PERIGEE honours it — then modernises everything: chain-multiplier scoring that rewards precision, boss encounters with destructible components, fully synthesised audio from oscillators (not samples), and monochrome phosphor rendering at the original 224×256 resolution. The spirit of 1978 with 2026 engineering. | Browser-based, instant play |
| VOIDLINE | Native app stores · Steam · itch.io browser games | Native games require downloads. Steam requires an account. itch.io games vary wildly in quality. VOIDLINE is a polished vertical shooter that loads instantly in the browser with zero friction — three weapons, Rift Break time manipulation, eight escalating waves, chain scoring, and session stats. Same engineering standard as the governance suite, pointed at a different target. | Browser-based, instant play |
| Twenty Milliseconds | PowerPoint slides about AI speed · verbal arguments about human-in-the-loop · theoretical oversight frameworks | Slides argue. This game proves. Two minutes of hands-on plasma control demonstrate what no presentation can: humans complete 2/24 shots at real time while the 20ms controller completes 24/24. The oversight timing problem becomes visceral, not theoretical. Built on published PPPL research — not a metaphor. | Browser-based, instant play |
| The Binnacle | NOAA SWPC dashboards · manual Kp threshold logs · vendor space-weather alerts | SWPC dashboards show conditions. Vendor alerts arrive by email. Manual logs record what someone wrote down. The Binnacle renders the Sun-Earth line with CMEs in flight, shapes the magnetopause from measured wind, maintains independent forecast issuances as distinct temporal layers, and seals every decision to the instrument state that informed it. Five operational scenarios with threshold-triggered actions — not alerts to read, but decisions to rehearse. | Browser-based, NASA DONKI feed |
| The Glass | NHC cone alone · spreadsheets with wind thresholds · verbal decision logs | The cone is one line from one model. Spreadsheets capture thresholds but not forecast state. Verbal logs disappear. The Glass combines 50 ensemble threads, the official cone, an AI model overlay, probability terrain, and issuance cycle history — then seals every decision in a SHA-256 hash chain linking the call to the exact forecast state that informed it. The decision survives the storm. | Browser-based, NHC a-deck feed |
| Plimsoll | Individual bank vendor assessments · Big Four AI audits · model validation consultancies | Individual assessments cost ~$79K per system per bank. Big Four audits produce opinions, not classifications. Plimsoll produces a shared, independent reliance limit (L0–L3) tested against banking-specific task corpora — at ~$6.8K per bank when twenty share the survey. The classification travels with the system. The register replaces duplicated due diligence with evidence-grade, vendor-right-of-reply records. Maritime classification applied to AI. | Subscription by bank asset tier |
| STILL | Cancer centre pamphlets · generic survivorship guides · scattered web resources | Pamphlets inform. Generic guides generalise. Scattered resources overwhelm. STILL meets the person at their exact position — four pathways from diagnosis through caregiving — with trusted links (MSK, Amputee Coalition, NCI), real patient narratives, prosthetic possibilities, and pre-visit conversation starters. Navigation, not information overload. | Browser-based, no setup |
| Prosthetic Atlas | Manufacturer brochures · clinic handouts · YouTube teardowns | Brochures sell. Handouts simplify. YouTube is unstructured. The Atlas educates independently: 3D anatomical explorer, gait comparison putting two knees on the same clock, fit guidance across a full day, and a Brief Builder that turns browsing into a printable appointment plan. The wearer arrives knowing the vocabulary — not just the brand name. | Browser-based, no setup |
| STRIDE | Paper fitting notes · verbal recall · generic health diaries | Paper notes get lost. Verbal recall compresses weeks into "it hurt sometimes." Generic diaries don't know what a socket is. STRIDE gives prosthesis users structured, time-gated documentation with activity comparison, photo annotation, 3D component education, and revocable case linking — turning subjective discomfort into evidence the prosthetist can act on. | Browser-based, individual accounts |
Point tools don't compound. This portfolio does. BLACKBOX records what RegTwin regulates, AgentPMO governs, The Fracture monitors for decay, AVA assures, ProofOS proves, Bulwark enforces at runtime, Sea Trial validates before deployment, AI Security Lab and The Breach Lab train the team defending it all. TalentOracle's predictions sharpen on Arc's confirmed outcomes, Career OS carries the evidence forward, and Resume2Builder's placements close the loop. MedConsult AI, Healthcare Playbook, VITAL, SOMA, STRIDE, Prosthetic Atlas, and STILL extend the governance-first thesis into clinical workflows, prosthetic care, and cancer navigation — strategy, sandbox, execution, frontier design, personal records, independent education, and survivorship support in one health stack. The training programs produce the hash-chained governance evidence that the products consume.
One builder sees the full picture. The evidence layer and the human-capital stack share a data model, a design system, and a thesis. Buy the portfolio, not the point tool — because the flywheel is the moat.
Top match per lens.
| Lens | #1 Application | #1 Training | The one-line pitch |
|---|---|---|---|
| Wealth Management |
RegTwin AI, with TalentOracle for advisor retention | The Studio + The Gauntlet | "Predict the audit finding before the examiner does, and keep the advisor before the book walks." |
| Private Equity |
KEEL: decision provenance for the IC | CAIO Flight Deck series + The Missing Layer | "Decision provenance for the IC; a 90-day AI operating blueprint for the portco." |
| M&A Integration |
TalentOracle + RegTwin AI: the people and the controls | The Eight Proofs + The Missing Layer | "Keep the people, close the control gaps, and prove the target's AI claims before you pay for them." |
| Banking | RegTwin AI + BLACKBOX for the examiner record | The Studio + AI Enterprise Flight Simulator | "Built inside six Tier-1 banks. Predict the MRA before the examiner writes it." |
| Insurance | RegTwin AI: multi-jurisdiction AI compliance | The Studio + The Eight Proofs | "Fifty states, one AI governance standard. Explain the decision before the commissioner asks." |
| EU AI Act | AgentPMO + BLACKBOX for Article 6/12 | The Studio + CAIO 1.4 + The Throttle | "August 2026. Every high-risk AI system registered, logged, and governed — or withdrawn." |
| Hedge Funds |
KEEL + TalentOracle for PM retention | CAIO Flight Deck series + The Eight Proofs | "The alpha is AI. The risk is the PM who built it. Prove the model, keep the person." |
BLOCKS SEALED · 16 OF 16 · NO ALTERATION DETECTED
TERMINAL HASH · computing…
This briefing was sealed block-by-block as you read it. Every section hash chains to the one before; alter any block, and the chain breaks. The medium is the thesis.
Schedule the live briefing, request a lens-specific deep dive, or explore the full portfolio.
Richard Leclézio · richardleclezio.com