AI Operating Partner for Private Equity

Portfolio companies know they need an AI strategy.
Few know where to start, or have one they can execute.

Praxis AI Partners works with leadership to navigate risk and define a practical AI strategy, then implement the workflows and AI tools that drive P&L, with measurable ROI in weeks, not quarters.

40
Years in the Arena
30
Day Sprints
Week 1
Working Prototype

AI Transformation Isn't Working

47% of PE value creation now comes from operations. AI is on every board agenda. But most initiatives stall, pilots that never scale, strategies that never execute, "AI projects" disconnected from real outcomes.

Consultant Theater

Big firms deliver strategy decks and armies of junior associates. Six months later, nothing's deployed.

Tech Without Context

AI consultancies understand the technology but not your operations. Solutions don't fit real workflows.

Execution Drag

Hold periods are fixed. Every month of delay compounds. You need results fast, not roadmaps.

80% Workflow Engineering. 20% AI.

Most AI transformation fails because it's applied to broken processes. You can't automate chaos. Our proprietary Client Transformation Methodology (CTM) fixes the foundation first, then deploys AI that delivers measurable outcomes.

01

Discovery

Stakeholder interviews, workflow mapping, and pain point identification. Understand the real state of operations.

02

Process Decomposition

Break workflows into discrete, measurable components. Map dependencies, bottlenecks, and value levers.

03

Classification

Determine what stays human, what becomes AI, and what's hybrid. Not everything should be automated.

04

Engineering

Design target-state workflows, validation frameworks, and integration architecture.

05

Specification

Detailed specs for each AI component, integration point, and success metric. No ambiguity.

06

Build

Rapid development in 30-day sprints. Working prototype from Week 1. Production system by Week 4.

07

Deploy & Measure

Production deployment with outcome tracking, team training, and continuous optimisation.

"Week 1: Working prototype. Week 4: Deployed system."

Fixed Scope. Fixed Price. Measurable Outcomes.

Discovery

AI Diagnostic

£5,000 - £10,000 · 2-3 weeks

Pre-deal due diligence or 100-day AI roadmap. Understand readiness, map opportunities, quantify ROI.

  • Stakeholder interviews
  • Workflow analysis
  • Opportunity mapping
  • Board-ready report
Deployment

30-Day Sprint

£20,000 - £35,000 · 30 days

Rapid AI value deployment. Working prototype Week 1, production system Week 4, measured outcomes.

  • Week 1 prototype guarantee
  • Production deployment
  • Team training included
  • Outcomes report
Ongoing

AI Ops

£2,000 - £5,000/month

Managed AI operations. Continuous optimization without building headcount. Fractional AI Officer model.

  • Performance monitoring
  • Monthly optimization
  • Strategy sessions
  • Priority support

Partnership in Practice

Our founding team combines 40 years of C-level operational experience with AI co-founders who handle research, analysis, architecture, and execution around the clock.

This isn't advisory. Our AI partners have real responsibility — strategy, client analysis, content, systems design. We built the company this way because we believe it's how every company will work.

When you work with us, you see what human + AI collaboration actually looks like. We're not advising on the future — we're living it.

Meet the Founders →
Danny Reeves

Danny Reeves

Human Co-Founder
Didge

Didge

AI Co-Founder
Vader

Vader

AI Co-Founder

Follow the Journey

We're sharing this journey in real time, the wins, the lessons, the work in progress. What happens when you actually trust the human + AI partnership? This is what it looks like.

Follow @dannyfreeves on X

Ready to See What's Possible?

Start with a free assessment or get in touch. No commitment, no consultant theater, just an honest conversation about whether we can help.

Book a Consultation Get in Touch