Discovery Lab

Extract insights from structured evidence. Identify patterns, associations, differences, anomalies, and emerging trends across cases.

Cross-case repeating patterns

Human-in-the-Loop in AI Deployment

In 87% of successful cases, AI did not fully replace humans but instead created new human-AI collaborative workflows.

Confidence:
92%
Based on45case

Regulatory environment determines AI adoption speed

There is a positive correlation between regulatory clarity and the speed of AI adoption (r=0.78), particularly in finance and healthcare.

Confidence:
88%
Based on32case

The relationship between organizational size and AI success rate

AI project success rates are highest for mid-sized enterprises (100-1000 employees), while large enterprises face integration challenges and small enterprises lack resources.

Confidence:
85%
Based on28case