JSVHQ was our first internal test: an advisory firm that cut 92% of its workload through AI, with the work now running through monitored AI workflows.
The Challenge
JSVHQ provides investment advisory and consulting services. Like most professional services work, it spans several specialized functions, and output was capped by available hours.
Here's the work the firm runs on:
The Hypothesis
The founder questioned the "more people = more results" assumption. Professional services are knowledge work — and knowledge work is increasingly suited for intelligent systems. The question wasn't whether AI could help, but: how far could we go?
We decided to test how much repeatable knowledge work could move into monitored AI workflows.
The Solution
Over 12 months, we deployed AI agents to handle the most time-consuming, repetitive functions that didn't require human judgment or relationship skills:
Market Research Aggregation
Compliance Document Drafting
Financial Reporting & Modeling
Email Triage & Meeting Prep
Document Management
The Results
JSVHQ now runs repeatable research, compliance, finance, and administrative work through monitored AI workflows, with the founder retaining strategic and relationship decisions.
The professional services model is fundamentally broken. We've been selling hours when we should be selling outcomes. With AI, I can deliver better outcomes faster while cutting 92% of the workload. This isn't about cutting costs — it's about proving what's actually possible.
Timeline: 12 Months to Transform
Key Takeaways
Professional services are fundamentally information processing — ideal for AI-powered workflows
We test methods internally before we offer them to clients.
AI can expand a specialist's throughput across repeatable knowledge work
Human judgment remains essential for strategy, trust, and high-level decisions
Roles Automated
This transformation automated repeatable work across multiple functions. If you're considering similar AI-driven transformation:
Could This Work for Your Firm?
If you're running a professional services firm and wondering whether AI can really move the needle, consider this: the methods that transformed JSVHQ are the foundation of Leverwork's service offerings.
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