AI Strategy Advisory

Intelligence
before
implementation.

Built from evidence. Clarity before code.

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Clarity before code Built from evidence PE portfolio specialists No frameworks. Specific findings. Intelligence before implementation On-site. Intensive. Conclusive. Prioritized AI roadmap Clarity before code Built from evidence PE portfolio specialists No frameworks. Specific findings. Intelligence before implementation On-site. Intensive. Conclusive. Prioritized AI roadmap
What we do

The diagnostic layer.
Not the build.

We identify and scope AI opportunities mapped to your actual systems, people, and P&L — then hand off to implementation. Every recommendation grounded in what we found in your building.

01
AI Opportunity Mapping
Every credible AI opportunity across your operations — scored by business impact, feasibility, and sequencing. A prioritized value matrix, not a list of trends.
02
Phased Roadmap
Quick wins deployable in weeks alongside multi-horizon transformation. Each phase reflects your actual constraints — data infrastructure, budget, and change capacity.
03
Implementation Handoff
Every prioritized opportunity matched to a curated implementation partner. You get a scoped brief — not a vendor shortlist. The build starts with a clear mandate.
The engagement

On-site. Intensive.
Conclusive.

We come to your building, interview your people, map your systems, and leave you with a readout you can act on — not a deck to shelve.

Before we arrive
Company Intelligence
We build a detailed picture before setting foot on-site — financials, public signals, competitive position, and AI activity in your sector.
Desk research
On-site, day one & two
Discovery Sessions
Structured workshops across departments. We surface the real problems, not the rehearsed ones. Specific quotes. Real workflows. Honest bottlenecks.
On-site
Day three
Synthesis & Scoring
The problem matrix and solution landscape. Every opportunity scored against nine criteria. Every recommendation mapped to the right solution type — AI or otherwise.
Analysis
Final day
Readout Delivery
We present the full AI strategy readout to your leadership team. Prioritized opportunities. Phased roadmap. Specific recommendations. Questions answered in the room.
Delivery
Built from evidence
Specific.
Grounded.
Actionable.

We don't produce frameworks. We produce findings — grounded in what we learned in your building, specific to your systems and your people.

  • Specific to your companyQuotes from people in the room. Numbers from your actual operations. Not industry benchmarks dressed up as findings.
  • Prioritized by business impactA scored matrix tied to your P&L — with explicit rationale for every tier-one recommendation.
  • Implementation-readyEvery recommendation includes a solution type, an implementation path, and a time-to-value estimate. Scoped to hand to a builder on day one.
  • Honest when AI isn't the answerSome problems are better solved with process redesign or data infrastructure. We say so. That's what builds trust.
Who we serve

PE-backed firms
ready to move.

Our primary channel is private equity. One PE firm relationship unlocks their entire portfolio — no per-company sales motion. We run a proof-of-concept at a portco, deliver in front of the operating team, and scale from there.

PE Portfolio Companies
Operating companies backed by growth and buyout firms. Enough complexity to warrant a diagnostic. Enough pressure to act on the findings. Our core client.
PE Operating Partners
We work at the operating team level — delivering results in front of the partners who own the portfolio thesis. One strong engagement opens the full portfolio.
Biotech & Life Sciences
Deep relationships in early-stage and growth-stage biotech. We understand the data infrastructure, regulatory constraints, and operational patterns that make AI in this space distinct.
The team

Practitioners.
Not theorists.

Two partners. No junior analysts doing the work behind the scenes. What you see in the room is who built the analysis.

Davis
AI Strategy · Engagement Lead
Enterprise AI strategy, technical architecture, and engagement delivery. Deep expertise in the Azure and Microsoft stack. Leads every engagement from discovery through readout — and built the methodology that powers it.
AI Architecture Azure / Microsoft Engagement Delivery Enterprise AI
Roy
Growth · Operations
Enterprise growth strategy, business development, and PE relationships. Deep experience across biotech and private equity-backed companies. Leads every new business conversation from first call through close — and brings the sector intelligence behind every engagement.
PE Operations Enterprise Marketing Financial Services Biotech

Ready to find
the real opportunities?

One engagement. A readout you'll actually use.

Start a Conversation hello@vitaeriumlabs.com →