AI ambition is everywhere. The operating system to prove its value is not.
Stop funding AI science projects. Start funding AI impact.
One system to measure AI readiness, close the skills gaps, back the right champions, and prove the value in EBITDA. Every dollar measured. Every initiative governed.
One operating system for readiness, champions, value, and proof, in one closed loop.
Most AI Investments Are Failing. The Cost Is Staggering.
70% of AI initiatives never reach ROI (McKinsey). The tech isn’t the problem. The gap between ambition and execution is.
The Readiness Gap
No baseline. No way to tell who's ready or where to invest first.
How CEOs close this gapThe Measurement Void
"Thousands of hours saved" that never reach EBITDA. Capacity freed, value unproven.
How PE partners measure thisPilot Purgatory
Ten pilots, a deck of proof points, and not one that graduates into the P&L. AIVROs is built to get pilots out.
How CAIOs break the stallYour workforce is the only sensor that sees shadow AI.
Network tools cannot see a personal phone at a kitchen table. A designed survey can.
of employees use AI tools their employer never approved
of those users admit sharing sensitive information with them
of the workforce has had no AI-risk training at all
Industry studies 2025–26: UpGuard, ManageEngine, National Cybersecurity Alliance, Cyberhaven.
Zero integration
28 items, about fifteen minutes. No agents, no connectors, no telemetry on anybody.
A SafeScore your board can read
The organisation gets a score and a heat map by team. Each person gets a private, growth-framed map of their own.
It reads provisioning, not blame
When people use outside tools because the approved ones are missing, the report says under-provisioned, not reckless.
The language your auditor asks in
Findings framed in NIST AI RMF and ISO/IEC 42001 vocabulary.
Five questions. No signup, no card. The same scoring engine as the full instrument.
From Diagnosis to Value Creation. In Days, Not Months.
Baseline. Prioritise. Execute. Prove. Board-ready artifacts, not decks.
You get: A proprietary AI Fluency (AIQ) assessment plus SkilliScore composite, organization and individual, delivered as a board-ready artifact.
See exactly where your people stand. No guesswork. A data-driven starting point for every AI decision you make.
Eight instruments. One discipline.
One dataset flows end to end. Nothing is opinion; every number traces back to an instrument.
AI Fluency (AIQ)
Can your people put AI to work? 30 questions drawn fresh from a 621-item bank.
AI Technical Knowledge (AICK)
Who can build and govern it. A 275-item technical bank.
AI Role Fit
The kind of AI work each person is built for. Eight archetypes, no grades.
Culture & Climate
Does the organisation let them? About the workplace, never the person.
AI Role Horizon
How much routine work AI could absorb, task by task. Never a risk score.
Champion Profiling (ProFit)
How each champion drives change, and who complements whom.
AI Value Potential
Where your own people see value worth chasing.
AI Safe Use
The human layer of AI security: shadow AI, habits, judgement.
Versioned banks · randomized draws · reverse-keyed items · scored server-side · integrity-audited
A sponsor sees where to invest. Never who to blame.
Personal results stay personal
A sponsor sees a group, never a person against a name — and never a group smaller than five. Anything someone runs for themselves is invisible to their employer entirely.
No displacement language
Automated tests fail the build if firing-adjacent vocabulary ever appears. In the product, and on this website.
Consent-based delegation
Advisers and experts enter a workspace only when the client authorises them.
This is the architecture that lets HR and works councils say yes.
One platform to make your organisation AI-ready, and prove it.
No guesswork. AIVROs is systematic and data-driven, and it saves you time and money whether you’re introducing AI for the first time or validating and augmenting what you already have.
Built for Leaders Who Demand Measurable Results.
AIVROs speaks each stakeholder’s language. Find your path to AI value and the artifacts you need.
Corporate & Investors
Board-grade proof.
Be AI-ready at exit, or the multiple pays for it. Diligence-grade readiness, value, and proof for CEOs, PE partners, and boards.
Explore corporate trackAdvisors, CAIOs & Agencies
Operator-grade infrastructure.
Run client baselines, champion mapping, and defensible reports under your brand, without an 18-month internal build.
Explore advisors trackIndividuals, AIVROs One
Self-serve.
The same diagnostics, pointed at one person: you. Measure your AI fluency, find the work you are built for, and close the gap. Free to begin · $180/year.
Explore AIVROs OneSkilliScore™
The integrated, smart score for your AI readiness, at organization and individual level. Know where you stand before you spend another dollar.
- Proprietary AI Fluency (AIQ) assessment, unique to AIVROs
- SkilliScore composite with peer benchmarking
- Champion Mapping, identify champions and their archetype
Most organizations score between 200–400 on first assessment. The ones that act reach 600+ within 90 days.
Manage AI like a portfolio.
Prove it like a P&L.
AIconomics, the EBITDA engine
Turn “thousands of hours saved” into EBITDA a buyer can underwrite. Multi-scenario modeling and benefit realization tracking, the cure for AI theater.
About AIVROs
AIVROs is the AI Value Readiness Operating System, built from over 20 years of value creation across private equity and the enterprise. We are in our founding cohort with leaders who demand measured, managed, and proven AI readiness.
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Built by Leaders Who Live Value Creation and Lead in AI Adoption
After 20+ years in PE operating roles, our founder kept seeing the same pattern. AI initiatives without discipline, measurement, or the cadence of real value creation. AIVROs is what he built to fix it.
Frequently asked questions.
Quick answers on AIVROs, our approach, and getting started.
Stop Funding AI Science Projects. Start Funding AI Impact.
PE-grade discipline. CFO-grade proof.