APR 22, 2026/SMB / Professional Services/PLACEHOLDER — 80-person professional services firm
AI Adoption Sprint for a Professional Services Firm
Six-week sprint that turned AI curiosity into three production workflows and a team that knows how to build the next ten.
Verified_Outcomes
- 3 AI workflows in production within 6 weeks
- Proposal drafting time cut from 2 days to 2 hours
- Internal AI guild running without me
PLACEHOLDER CASE STUDY — replace with a real engagement before launch.
The Situation
Leadership knew AI mattered but every initiative stalled at the demo stage. No one owned the question of where AI actually fit the business.
What I Did
Ran a structured adoption sprint: mapped the firm's workflows, scored them for AI leverage, and built the top three as production agentic workflows with the team — not for them. Set up evaluation, guardrails, and an internal guild to keep momentum after I left.
The Outcome
Three workflows in production, measurable time savings, and — more importantly — an internal capability that compounds.