Signals

Trends from 2,853+ named-company AI implementations

Top AI Use Cases Across Industries

New AI case studies published

ChangeSupport Chatbot144114+26%Enterprise Search112102+10%Code Generation10356+84%Document Drafting9370+33%Predictive Analytics7985-7%Voice Agent6921+229%Data Extraction6657+16%Computer Vision6145+36%AI Infrastructure6137+65%Workplace AI5781-30%Source: Context Windows|N=2,729 case studies across 100+ sources|Extracted February 2026
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Top AI Use Cases Across Industries, Segmented by Outcome

How the top AI use cases compare in proof strength1

Hard proof %2Support Chatbot14010%Enterprise Search1094%Code Generation1077%Document Drafting904%Voice Agent763%Predictive Analytics7617%Data Extraction6611%AI Infrastructure6310%Computer Vision589%Workplace AI552%
Operational Metrics
Time Savings
Efficiency Gains
Cost Savings
Revenue Impact
ROI & Financial
Proof strength

1Each bar represents one AI use case, segmented by the strongest quantified business outcome reported across its case studies.

2Hard proof = share of case studies reporting Revenue Impact or ROI & Financial metrics as their strongest quantified outcome.

Source: Context Windows analysis of 1,571 AI implementation case studies with quantified outcomes|Feb 2025 – Feb 2026

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