How AI + strategy works
for 23 companies

Context Windows brings together credible AI case studies from the open web, so you can pick and prioritise the use cases that are already working.

Real-world implementations from

Aston Martin Aramco Formula One Team logoA
Aston Martin Aramco Formula One TeamRadio intelligence
University of Kentucky logoU
University of KentuckyCampus AI rollout
BDO USA logoB
BDO USAMarket intelligence
Premji Invest logoP
Premji InvestInvestment research
SG Growth Capital logoS
SG Growth CapitalInvestment research
Aston Martin Aramco Formula One Team logoA
Aston Martin Aramco Formula One TeamRadio intelligence
University of Kentucky logoU
University of KentuckyCampus AI rollout
BDO USA logoB
BDO USAMarket intelligence
Premji Invest logoP
Premji InvestInvestment research
SG Growth Capital logoS
SG Growth CapitalInvestment research
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Showing 9 of 23 case studies
Aston Martin Aramco Formula One Team logoA

Aston Martin Aramco Formula One Team

Entertainment|Mid-size

Radio intelligence

AgenticL2

Answering 'mediums or hards?' once meant pulling an engineer for minutes. Now the whole field's tire feedback surfaces in a chat query.

<5 secsRadio Processing Time
via wf.coreweave.com
Published Jul 21, 2026
University of Kentucky logoU

University of Kentucky

Education & Training|Enterprise

Campus AI rollout

AgenticL2

150+ siloed AI projects fragmented the campus. Standardizing on Copilot empowered students and staff to securely automate daily workflows.

5–7xFaster Email Writing
via microsoft.com
Published May 21, 2026
SG Growth Capital logoS

SG Growth Capital

Financial Services|SMB

Investment research

AgenticL2

Customer due diligence took a week of cold outreach. Now, analysts query an AI expert transcript library to finish research in 1 day.

1 dayResearch Timevs 1 week
via alpha-sense.com
Published May 6, 2026
The Ventures logoT

The Ventures

Financial Services|SMB

Deal screening

AgenticL2

Manual data checks bottlenecked pitch reviews for weeks. Now, AI runs first-pass screening, freeing analysts for founder interviews.

72 hoursFaster Review Timevs 30+ days
via econovill.com
Published Apr 8, 2026
Premji Invest logoP

Premji Invest

Financial Services|SMB

Investment research

AgenticL3

Analysts spent days assembling filings and translating regional reviews. Now, AI synthesizes this data so teams can focus on strategy.

30%Productivity Increase
via cloud.google.com
Published Mar 17, 2026
BDO USA logoB

BDO USA

Professional Services|Enterprise

Market intelligence

AgenticL2

Manual research took days. Consultants now generate cited summaries in minutes, validating findings instantly during client meetings.

1 dayWork Volume Generated
via alpha-sense.com
Published Feb 19, 2026