CASE STUDY

From Chaos to Clarity: AI Transforms Professional Services

Summary

Company: $40M accounting + advisory firm, ~180 staff
Wrong Starting Thought: “We just need a chatbot to answer employee questions.”
Why That’s Wrong: A chatbot alone would give shallow or incorrect answers, risking client trust and creating more work for senior staff.
WhatIf Approach: We rolled out AI in steps, first an assistant to answer staff questions, then AI to help create proposals, and finally dashboards to track projects.
Results: 8,000 staff hours saved, $2M ROI in one year, 20% faster project delivery

- Company: $40M regional professional services firm
- Problem: Knowledge was trapped in silos; junior staff slowed senior staff with repeated questions
- Win: $2M ROI, faster project delivery, happier staff
- Transformation: From “brain drain” to firm-wide intelligence
- Documents scattered across SharePoint, drives, and inboxes
- New hires repeatedly asked seniors “where do I find X?”
- Partners spent time answering basic questions instead of serving clients
Hidden Costs:
- ~8,000 wasted hours per year
- At $250/hour billable rate → ~$2M lost productivity
- Risk of mistakes if wrong advice was given
If nothing changed: Senior staff burnout, slower projects, and lost business opportunities
If they only added a generic AI chatbot:
- It would give surface-level answers, not detailed guidance
- Could give incorrect compliance or policy advice → risk of client issues
- Seniors would still be interrupted frequently
- $500K ROI in 90 days
- $2M ROI in 12 months
- Projects completed 20% faster
- Staff morale improved

1
Day

1
Quarter

1
Year

CLIENT FEEDBACK

WORK WITH US