AI Strategy Diagnostic
A structured engagement that produces a Transformation Potential Score, or TPS™, across nine weighted dimensions and places the company on a five-stage ladder.
AI Strategy Diagnostic
Every company says it is doing AI. Which ones are actually ready?
Evolvium turns leadership and workforce evidence into a Transformation Potential Score (TPS™), readiness gaps, and prioritized AI opportunities. The Transformation Blueprint shows what to do first and why. Compare readiness across a private equity portfolio, or start with one company.
Onboarding portfolio design partners now. Individual companies welcome.
The pattern
Three years of pilots. No P&L movement.
We see the same four failures in a forty-person SMB and in a four-hundred-person portfolio company. None of them are technology problems.
01
There is no plan, only activity
Marketing bought one tool, finance is trialing another, and someone in operations built something clever that nobody else knows about. Four departments moving independently is not a strategy. It is four small bets with no owner, no roadmap, and no way to tell which one deserves the next dollar.
02
Pilots never get funded to scale
Eleven pilots running, none of them scaled, no one able to name which one moves EBITDA. Motion looks like progress right up until the board asks for the number.
03
The C-suite and the floor describe different companies
Leadership rates AI commitment high. The people doing the work rate it low. That gap sinks adoption every time, and it never shows up in a leadership-only interview.
04
Savings are found but never captured
Automation frees eight hours a week and the eight hours quietly disappear. Without a named capture mechanism, efficiency is a slide, not a return.
What we do
We diagnose before anyone prescribes.
Evolvium is a diagnostic company. We measure AI capability the way a lender measures credit: structured inputs, weighted dimensions, a defensible score, and a plan tied to the finding.
The Transformation Blueprint
Your decision document: TPS and dimension scores, binding constraints and readiness gaps, three prioritized AI opportunities, and a phased roadmap from quick wins to strategic bets.
Portfolio diagnostics
Run the same instrument across every portfolio company and compare them on one screen. Operating partners see which PortCo is ready for capital and which one is not.
Governance & Risk Readiness
Identify the governance, security, data, ownership, and policy gaps that could prevent AI initiatives from scaling safely. The diagnostic highlights what needs attention before execution.
The platform
Vista runs the diagnostic.
Vista is the Evolvium platform that carries an engagement from first interview to delivered Blueprint. Two AI guides collect the evidence, a two-stage synthesis turns it into findings, and leadership reviews the findings and Blueprint in a dedicated dashboard.
Leadership
EVO interviews leadership
A senior strategy consultant in software form. EVO asks the pointed questions, holds the silence, and takes the answer by voice or by keyboard. No survey fatigue, no facilitator calendar to negotiate.
- Structured intake across the full executive team
- Voice in, voice out, transcript reviewed before it saves
- Thirty minutes per executive, taken on their own clock
Workforce
EVA surveys the workforce
A knowledgeable peer, not an HR form. EVA meets employees on their phones, explains AI in plain language, and asks what actually eats their week. Responses are anonymous, and the anonymity is enforced by the database, not promised in a policy.
- Mobile-first, fifteen to twenty minutes
- No individual response is readable by the employer, at the database layer
- Results report only in groups, never below five respondents
- Surfaces the belief gap between the top and the floor
The ladder
Five stages. One starting point.
Your stage reflects the organization's current AI readiness and identifies the capabilities that should be strengthened before moving confidently to the next level.
Foundation
AI use is limited or ad hoc, and essential readiness gaps need attention.
Emerging
Experiments are underway, but priorities, ownership, guardrails, and measurement remain inconsistent.
Developing
Pilots and core capabilities are in place, but specific gaps prevent repeatable scaling.
Scaling
AI initiatives are moving into production with increasingly repeatable governance, measurement, and workforce adoption.
Leading
AI is embedded in strategy and the operating model, producing measurable value through continuous improvement.
How it works
Four steps, one Blueprint.
The sequence matters. Evidence before synthesis, synthesis before recommendation, recommendation before anyone spends a dollar.
01
Scope the engagement
We agree on the business units in scope, the executives to interview, and the outcome that would make the work worth it. One call.
Kickoff
02
Collect the evidence
EVO runs leadership intake while EVA runs the anonymous employee survey. Both run in parallel, both run without your team scheduling a workshop.
In parallel
03
Score and synthesize
Responses are scored into the nine dimensions, benchmarked against sourced reference data, and synthesized into findings, opportunities, and risks.
Synthesis
04
Deliver the Blueprint
Review your TPS and maturity stage, binding constraints and readiness gaps, and three prioritized AI opportunities. The Transformation Blueprint brings the evidence together in a phased roadmap for what to do first.
ReadoutWho it's for
Built for portfolio intelligence. Powerful for individual companies.
Our current focus is private equity firms and operating partners: a consistent view of AI readiness, constraints, and opportunities across portfolio companies. The same diagnostic gives individual businesses a practical starting point.
Vista Portfolio · Early access
PE firms and operating partners
Move from an AI investment thesis to evidence from the businesses you own. Compare portfolio companies using the same readiness framework, identify the gaps that limit progress, and prioritize where to focus support and capital.
- Compare TPS and readiness dimensions across portfolio companies
- Identify shared constraints and company-specific opportunities
- Use each Transformation Blueprint to inform the next investment decision
Individual companies
A clear starting point for your business
For company leaders, from mid-market teams to owner-led businesses, the same leadership and workforce evidence shows where you stand and what to do first.
- A defensible TPS and maturity stage
- Named readiness gaps and prioritized AI opportunities
- A Transformation Blueprint grounded in your own business
Our mission
Make AI transformation practical, measurable, and within reach for every business.
Every organization should be able to understand where it stands, identify where AI can create value, and choose a practical path forward.
Why Evolvium
Four commitments we will not trade away.
Every benchmark carries its source
Reference figures are labeled direct or directional, and directional entries say so in the client-facing text. Where no credible third party has published a number, the Blueprint says that out loud rather than borrowing someone's logo for credibility.
Anonymity is enforced, not promised
Individual employee responses are unreadable by the employer at the database layer. The security boundary is the product, which is why employees answer honestly and why the belief gap shows up at all.
Efficiency claims name their capture mechanism
If an opportunity frees capacity, the Blueprint says how that capacity converts to money, or it labels the claim soft. Hours saved is not a return until something changes on the org chart or the revenue line.
Built by operators who have run the transformation
Evolvium is led by career technology executives with three decades of enterprise experience across media, adtech, and data platforms. The diagnostic asks the questions we learned to ask the hard way.
Our experience
Built by operators, not observers.
Evolvium brings together decades of experience in technology, operations, and enterprise transformation. We understand the work behind the strategy: aligning leadership, building capabilities, and helping people adopt new ways of working.
Enterprise perspective
Experience leading technology and transformation across global businesses, media, adtech, and data platforms informs the questions Vista asks and the constraints it surfaces.
Operational discipline
Practical experience in AI, automation, and operational excellence shapes a diagnostic focused on workforce adoption, prioritized opportunities, and measurable business value.
Request Early Access.
Tell us about your portfolio or company, where you are with AI, and what your board or investors are asking for. We will tell you whether a diagnostic is the right next step, and we will say so plainly if it is not.
info@evolvium.ai