See how AI works
for 159 companies
in professional services

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

Reed Smith logoR
Reed SmithDocument review
PwC logoP
PwCLegal document review
RSM Cayman logoR
RSM CaymanAudit testing
The Adecco Group logoT
The Adecco GroupCandidate prescreening
Allegis Group logoA
Allegis GroupLabor compliance review
Reed Smith logoR
Reed SmithDocument review
PwC logoP
PwCLegal document review
RSM Cayman logoR
RSM CaymanAudit testing
The Adecco Group logoT
The Adecco GroupCandidate prescreening
Allegis Group logoA
Allegis GroupLabor compliance review
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Showing 9 of 159 case studies
TechMind logoT

TechMind

Professional Services|SMB

Software development

AgenticL3

Sensor research ate a week per cycle for a lean IoT team juggling many roles. Embedding AI as a development partner cut that to 30 minutes.

30 minsResearch Time Reductionvs one week
via ibm.com
Published Jul 17, 2026
Reed Smith logoR

Reed Smith

Professional Services|Mid-size

Document review

AgenticL2

TAR scored chat too low—key evidence slipped through. AI screens first and surfaced all three docs opposing counsel used in deposition.

$2.3M+Review Cost Savings
via relativity.com
Published Jul 16, 2026
Advantage Solutions logoA

Advantage Solutions

Professional Services|SMB

Compliance checks

AgenticL2

Paper-and-highlighter compliance checks ate 20–30 min per shift across thousands of locations. A photo now does it in minutes.

<30 minsForecast Assembly Timevs 10 hours per forecast cycle
via anthropic.com
Published Jul 10, 2026
Boutique Recruiting logoB

Boutique Recruiting

Professional Services|SMB

Candidate matching

AgenticL3

Managers split between guiding 78-question calls and typing notes, losing context at handoff. AI transcribes calls; they focus on the match.

50%Job Description Savings
via salesforce.com
Published Jul 7, 2026
Struber logoS

Struber

Professional Services|SMB

Operations agents

AgenticL2

With 50 staff and 40TB of unstructured data, Struber faced rivals 1,000x its size. Agents made every consultant a full team.

$500K-1MExpertise Value Gained
via microsoft.com
Published Jul 3, 2026
Pierson Ferdinand logoP

Pierson Ferdinand

Professional Services|Mid-size

Document review

AgenticL2

No associates by design — 300 partners handling research, drafting, and review. Harvey fills the bench, delivering analysis overnight.

10+hWeekly Time Savings
via harvey.ai
Published Jul 2, 2026