Note: This is an internal case study. JSVHQ is the founder's personal holding company — the original proof of concept for Leverwork's methods.
We eat our own cooking. At Leverwork, we don't sell AI-driven process optimisation we haven't proven ourselves. JSVHQ is the ultimate proof of concept: an advisory firm that cut 92% of its workload through AI, with systems generating the same (and often better) outcomes autonomously.
The Challenge
JSVHQ provides investment advisory and consulting services. Like most professional services firms, it was organized around specialized roles — and hitting the ceiling of the billable hours model.
Here's the 12-person team that ran the firm:
The economics told the story:
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 the extreme scenario: What would it take for one person to do what 12 did?
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 operates with 1 person — the founder — supported by AI agents handling everything the 12-person team used to do.
AI handles the vast majority of operational tasks
Salaries, benefits, and overhead eliminated
AI agents work around the clock
Routine inquiries handled immediately
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
Internal testing before client delivery ensures proven, battle-tested solutions
One person with AI can outperform a traditional team through exponential productivity
Human judgment remains essential for strategy, trust, and high-level decisions
Roles Automated
This transformation automated 11 full-time roles 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.
We're not selling theory. We're selling battle-tested methods proven in production.
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