STUFF
AHI Product Strategy
Company: Advanced Health Intelligence (AHI)
Complexity: 9.926/10
Fun factor: 9.921/10
Project Summary
- A comprehensive end-to-end diagnostic of the BodyScan service ecosystem. This engagement utilised service design and strategic frameworks to identify root causes of market stagnation, challenging internal assumptions regarding product fit and integration viability.
- For more strategic assets, see Service Design Mapping.
The Business Challenge
- Despite technical functionality, the product failed to achieve projected market penetration. Organisational leadership attributed this inertia to customer error and improper integration (“It’s not me, it’s you”).
- The objective was to objectively validate these claims by assessing cost structures, market fit, and the reality of the partner integration experience.
Methodology & Frameworks
The analysis employed a multi-dimensional approach to deconstruct the service ecosystem:
- Strategic Alignment: Value Proposition Map, The Value Pyramid
- User Experience: User Journeys, Proto & Full Personas, Product Offering Lifecycle Curve
Key Objectives
- Financial Viability: Comparative cost analysis (Vendor vs. Partner).
- Market Fit & Maturity: Identifying suitable verticals and assessing the product’s stage in the lifecycle.
- Success Metrics: Redefining success beyond technical execution to commercial viability.
- Data Strategy: Evaluating data saturation and reliance models.
Critical Findings & Strategic Insights
The investigation delivered an evidence-based rebuttal to leadership assumptions, revealing that the barrier to growth was structural rather than operational. Although initially contentious, the analysis necessitated a strategic pivot.
- Misaligned Pricing: The pricing model was prohibitive, particularly as an add-on to existing partner subscriptions, destroying the value proposition.
- Negative Partner ROI: High onboarding and integration costs (irrespective of volume) yielded insufficient growth for partners.
- Flawed Success Metrics: Success was internally defined by “scan completion” rather than partner revenue generation or user retention.
- Market Suitability: The product was ill-suited for general fitness but highly viable for Digital Health and Insurance verticals.
- Product Immaturity: The BodyScan offering lacked the flagship integrations and data strategy required for mass adoption.
Professional Impact
- This engagement highlighted the critical intersection of organisational behaviour and product strategy.
- It served as the catalyst for my MBA specialisation in Change Management, providing the foundational case studies used to deepen my expertise in leadership dynamics and organisational design.