The AI ROI Aileron

Ensuring Stability on Your Organization's AI Journey

The Opportunity

While AI adoption is widespread, most organizations capture only a fraction of AI's potential value. Google's DORA research reveals that AI amplifies foundational strengths and weaknesses. Organizations that pair their AI investments with the right foundational capabilities see large improvements in business outcomes.The gap is widening. Organizations lacking in these capabilities continue to see lackluster returns from their AI investments.

What we Assess
Foundational Capabilities:
1. AI Policy
2. Data Ecosystem
3. Internal Platform Accessibility
4. Platform Quality
5. Version Control
6. Work in Small Batches
7. User-Centric Focus

How It Works
An Expert-Led Process:
• Structured interviews
• Evaluation of infrastructure, data documentation, organizational policies, and other available materials• Timeline: 2-3 weeks

What You Get
Actionable Deliverables:
✓ Quantitative scoring
✓ Benchmarking
✓ Prioritized roadmap
✓ Business impact analysis
✓ Implementation plan
✓ Portfolio-wide metrics available at 1+ portcos*

Why us?

Private Equity Specialists: We work exclusively with private equity-backed portcos, propelling them to generate maximum value by getting good at delivering software and using data to achieve operational excellence.The Right Mix of Expertise: A combined 50+ years of expertise in software engineering and data strategy – the research-backed determinants of AI success.

Next StepLet's connect to explore how your firm can leverage this data to gain a competitive advantage.

Contacts:Dave Mangot
Mangoteque
[email protected]