AI-Native Turnaround: 12.8× Beat on a PE-Backed Platform in Twelve Weeks
The Situation
Private equity sponsor needed urgent commercial turnaround of a portfolio AI platform in the HR and education sector. Platform was in existential crisis: priced at £500 per school, 33% crash rate, 39–90 second response times, only 18 of 50 target pilots active. Diagnosis required, repositioning required, validated pricing uplift required — twelve-week window before next sponsor board review.
The Task
Diagnose root cause of product-market fit failure. Reposition the commercial proposition, validate a materially higher price point, and deliver 5 client Letters of Intent at the enhanced price — with the existing engineering team and no incremental capital.
The Action / Approach
Diagnosed root cause as structural rather than technical: AI had been bolted onto an existing HR product rather than designed as the product itself — classic AI-enabled vs AI-native failure mode. Repositioned the platform from “HR with a chat box” to AI-native gateway across the full HR advisory stack; rebranded from KeyHR to SAMpeople HR. Commissioned Van Westendorp pricing research validating a 3–9× outcome-based price uplift. Designed three-tier commercial model with trust-level compliance oversight built in. Ran four parallel workstreams — engineering, content, sales, governance — under a single weekly cadence with the PE sponsor.
The Result
- Exceeded target by 12.8× — delivered 64 client Letters of Intent against a target of 5, all at the enhanced 3–9× price uplift (£1,500–£4,500 per school per year vs £500 baseline)
- Performance optimisation: sub-6-second response times (from 39–90 seconds); platform stability and uptime restored within the twelve-week window
- Renewal pipeline established against £9,000/school/year incumbent contracts renewing 2026–27 — converted prospects validated at the higher price band
- Product-market fit re-validated across 64 customer engagements; commercial story now defensible at board and PE sponsor level — Permira reporting cadence established
Skills
- AI-Native Product Strategy · Outcome-Based Pricing · PE Portfolio Turnaround · Go-to-Market for Regulated AI · Pricing Research · Product Repositioning · Interim Product Leadership
Focus In On: Responsible for Innovation
New Areas of Value:
Enabling competitive differentiation and increasing market share
Improved business agility and ability to rapidly respond to change and opportunity
Increased credibility, confidence and influence across the business
Enabling positive behavioural change
Viable, scalable and actionable roadmap to deliver innovation and change
Effective delivery against financial targets
Gain access to additional budget through success
Successful, timely delivery of evidence based transformative change
Improvements around:
Inefficient or misaligned operating model and lack of business agility
Unclear business strategy and requirements
Unclear or inefficient internal communications
Misaligned goals across business and silos
Lack of clarity around the internal business ecosystem
Poor data strategy resulting in siloed, incomplete and poor quality data
