AI Transformation for the Lower Middle Market

From pre-AI to AI-Optimized.Native.Powered.Enabled.First.Optimized.
We guide your company through the entire journey.

Why Now

The Competition You Haven't Met Yet

AI-native companies are already competing at your scale — with a fraction of your headcount. They have a cost structure that lets them undercut your pricing and still grow. Every quarter you wait, that gap gets harder to close.

But they don't have your customers, your relationships, or your decades of operational context.

The winners won't be born AI-native.
They'll become AI-native.
$400M
First-year revenue at an AI-native startup with two employees
NYT, 2026
$3M+
Revenue per employee at AI-native companies
HubSpot / CB Insights, 2025
3.6×
Faster to market than AI-enabled peers
ICONIQ Capital, 2025
95%
Of AI pilots fail without ongoing stewardship
MIT Project NANDA, 2025
The Problem

The technology works. The implementation works. What fails is sustained attention.

AI consultants deploy impressive pilots that show real, immediate efficiency gains. Then they leave. Within months, performance quietly degrades, stakeholder satisfaction erodes, and leadership concludes "AI doesn't work." The technology was never the problem.

See our solution →
AI Efficiency Gains Over Time
Strong
Fading
Stalled
Months 0–3
Months 6–12
Months 12–18
Illustrative pattern; 95% finding per MIT Project NANDA (2025)
The Solution

A complete AI transformation — not just a project.

Most AI firms cover Phases 1 and 2 — strategy and implementation. Then they leave. Our distinctive approach is to deliver all four phases — we embed a dedicated Fractional AI Agent Manager in your business for Phases 3 and 4. That's the difference between a pilot that fades and a capability that compounds.

Explore Our Services
Who We Serve

We Take Companies From Pre-AI to AI-NativeOptimizedPoweredEnabledFirstNative

We work with companies generating $10M to $300M in annual revenue—businesses large enough to benefit from AI, but without the resources for a full-time AI team.

Companies Ready for AI

You know AI matters. You're not sure where to start. We guide you through four phases — from readiness assessment to fully AI-optimized operations — with documented EBITDA improvement along the way.

PE-Backed Portfolio Companies

Your sponsors expect operational value creation. We deliver documented AI-driven gains that show up in quarterly reporting. Our four-phase framework gives your deal team a portfolio-wide maturity model: Ready, Build, Govern, Grow.

Owner-Operated Businesses

Whether you're building for the long haul or considering a future transition, our four-phase approach ensures AI delivers compounding value — on your terms and timeline.

Ready to see where your company is on the AI journey?

A Discovery Day gives you a clear roadmap — and a strategy asset you own.