Client confidentiality note: This case study has been anonymized per our NDA. Industry, metrics, and outcomes are accurate; identifying details have been changed.
A mid-size accounting firm with 12 staff members was struggling to scale. Peak season required overtime and temps, while off-season meant paying for idle capacity. Partner time was consumed by oversight rather than client relationships.
The Challenge
Greenfield & Associates faced a common problem in the accounting industry: unpredictable workloads and razor-thin margins on bookkeeping services. The firm's 12-person team was stretched thin during tax season and underutilized the rest of the year.
Here's what the partners were dealing with:
- Partner time spent on routine oversight instead of client advisory
- Peak season required expensive overtime and temporary staff
- Off-season meant paying for idle bookkeeping capacity
- Growing client base with no way to scale without hiring
- High turnover in entry-level bookkeeping positions
The managing partner knew something had to change. They'd considered outsourcing, but quality control concerns and client relationships made that a non-starter. That's when they reached out to Leverwork.
The Solution
Over 23 days, we deployed a comprehensive AI workforce solution tailored to accounting firm operations. Here's what we implemented:
- Deployed AI transaction categorization across 120+ client accounts
- Automated bank reconciliation with exception flagging
- Built AI-powered report generation for monthly financials
- Created intelligent routing for complex items needing human review
The key to success was the intelligent exception handling. The AI processes routine transactions automatically, but flags anything unusual for human review. This keeps accuracy high while eliminating the mundane work that was burning out the team.
The Results
After 23 days of implementation and a 2-week parallel testing period, Greenfield & Associates went live with their new AI-powered workflow. Here's what changed:
8 bookkeeping roles fully automated
Net of AI costs and remaining staff
Matching human performance
Down from 2 days average
The 4 remaining team members now focus exclusively on client advisory, complex tax planning, and exception handling. The firm has actually increased revenue by taking on more clients without adding headcount.
What They're Saying
"We went from dreading tax season to actually having capacity to take on new clients. The AI handles the grunt work, and our team focuses on what matters–advising clients."
Roles Automated
This transformation automated 8 full-time roles. If you're considering similar automation, explore our detailed guides:
Key Takeaways
Insights from This Implementation
- High-volume transaction processing is the ideal automation target for accounting firms
- AI consistency eliminates the quality variance seen during busy seasons
- Remaining staff can focus on advisory work that clients actually value
- Phased implementation minimizes disruption while building confidence
Could This Work for Your Firm?
If your accounting firm is struggling with the same challenges–seasonal capacity constraints, high turnover in entry-level roles, or partners spending too much time on oversight–we'd love to show you what's possible.
Our free consultation includes a preliminary assessment of which roles in your firm are candidates for AI automation and an estimated ROI based on your specific situation.