2025 SaaS Benchmarks Report by High Alpha
Contents
Introduction
Executive Summary
AI-Driven Market Rebound
Growth & Efficiency
SaaS Metrics & Trends
People
Founder Insights
Closing
Measurement of Internal AI Impact Still Qualitative
HOW TEAMS MEASURE ADOPTION OF AI INTERNALLY Fewer Than 25% of Companies Monitor KPIs or Have Analytics & Dashboards to Measure AI Internal Impact
! INSIGHTS
Informal Feedback from Team
35%
AI adoption among teams is increasing, but measurement
maturity is lagging. Over one third of companies rely on informal team feedback, while only a small minority (under 25%) use KPIs or dashboards to quantify impact. This indicates an early phase of operational learning, where companies are investing in AI but lack consistent frameworks to track productivity, efficiency, or ROI. Founder Takeaway The next wave of AI sophistication will come from quantifying its impact on real business outcomes.
Observation of Reduced Time
25%
Monitoring Speci fi c KPIs
13%
Tracking Changes in Project Completion
10%
9%
Analytics or Dashboards
4%
None
3%
Formal Surveys or Interviews
1%
Hired FTE Dedicated to AI Impact
Categories add up to more than 100% as respondents could select multiple choices.
Source: 2025 SaaS Benchmarks Report by High Alpha
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