Case Studies

How service teams turn AI ambition into reliable execution

Anonymized case studies focused on workflow clarity, rollout discipline, and measurable operational outcomes.

Case Study

Regional Agency: Rebuilding Client Intake for Faster Delivery

A mid-sized agency replaced fragmented intake steps with one governed workflow lane. Cut intake prep time by 37% in 3 weeks.

Marketing Agency · 18-person regional client-services agency

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Case Study

Consulting Firm: Stabilizing Reporting and Internal QA

A consulting team improved reporting consistency by introducing governed AI draft workflows. Reduced reporting variance from weekly rework to a single QA pass.

Consulting · 12-person advisory firm serving SMB clients

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Case Study

Legal Services Team: Making Internal Knowledge Usable

A legal support team created a safer internal knowledge flow for repetitive research questions. Saved ~8 hours per week across coordinator workflows.

Legal Services · 25-person legal operations and support organization

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Case Study

Operations Team: Improving Proposal Turnaround Reliability

An internal ops team reduced proposal churn by standardizing prep and review stages. Improved proposal turnaround by 31% over one quarter.

Business Operations · 20-person operations and growth support team

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