Free report · 2025 edition
AI Modernization report for product and data teams
The era of static SaaS is over. See how leading companies are turning their products into AI powered systems that learn, adapt, and scale.
Insights from thousands of SaaS, FinTech, HealthTech, and PropTech teams worldwide.What separates AI leaders from everyone else across strategy, data, and governance.Practical guidance to move from experiments to real production ready AI features.
Trusted by product and data leaders
Most companies are stuck in pilot purgatory
Many organizations have started AI pilots, but only a small share have embedded AI into core workflows. The result is stalled initiatives, rising costs, and limited impact.
$2.8M
Average wasted investment
Locked in fragmented tools, pilots, and one off proofs of concept.
18 months
Time lost
From first AI experiment to the first meaningful production rollout.
67%
Failure rate
AI projects that never translate into durable business value.
What is inside
Everything you need to plan your AI transformation journey.
State of AI adoption
A clear view of how companies are using AI today and where value is actually emerging.
Leader playbook
Patterns and behaviors that high performing teams share across strategy, data, and execution.
Modernization roadmap
Guidance to move from scattered pilots to a focused program for AI native products.
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Everything you need to accelerate your AI transformation journey.
