Company Profile
The Challenge
Velocity Consulting performs commercial due diligence for private equity firms evaluating acquisition targets. Each engagement requires comprehensive market research: competitor analysis, pricing intelligence, regulatory landscape, customer sentiment, and industry trend reports.
"A typical due diligence project required 80-120 hours of research," says David Park, Partner at Velocity. "We'd have junior analysts spending weeks pulling data from SEC filings, industry reports, Glassdoor reviews, LinkedIn profiles, news archives, and competitor websites. It was thorough but expensive—and we were billing clients for grunt work instead of strategic insight."
Research Cost Breakdown (Per Engagement)
Velocity averages 3-4 due diligence engagements per month.
The Solution
Velocity deployed two OpenClaw instances through Rapid Claw's Builder Sandbox: one dedicated to web research and data collection, another for document analysis and report synthesis.
OpenClaw Research Capabilities
Automated Competitive Intelligence
Monitors 200+ sources including competitor websites, job postings (for headcount/strategy signals), press releases, patent filings, and social media. Generates daily briefings.
SEC Filing Analysis
Extracts key metrics from 10-Ks, 10-Qs, and proxy statements. Builds comparison tables across competitors. Flags material changes and risk factors.
Market Sizing Research
Aggregates data from industry reports, census data, trade publications, and analyst estimates. Cross-references multiple sources for triangulation.
"What used to take a junior analyst two weeks now takes OpenClaw 3 hours. And the output is more comprehensive—it doesn't get tired, doesn't miss sources, and can monitor updates 24/7. Our analysts now spend time on what they're actually good at: synthesizing insights and advising clients."
David Park, Partner, Velocity Consulting Group
Sample Workflow: Competitor Analysis
Here's how OpenClaw handles a typical competitor analysis request:
Prompt given to OpenClaw:
OpenClaw actions:
- 1. Searches industry databases, trade publications, company websites
- 2. Pulls SEC filings for public competitors
- 3. Analyzes job postings for strategic signals
- 4. Checks press releases for M&A announcements
- 5. Scrapes pricing from distributor sites where available
- 6. Synthesizes into comparison table + executive summary
Time to complete: 2 hours 47 minutes
Previous manual time: 35-40 hours
The Results
Research Time (Per Project)
80% reduction in research hours
Research Cost (Per Project)
81% cost reduction
Monthly Savings (3.5 projects avg)
Net of Rapid Claw subscription + API costs
Turnaround Time
5x faster delivery to clients
ROI Breakdown
*Figures based on Q1 2026 actuals. Savings vary by project complexity.
Key Learnings
- Human synthesis remains critical: OpenClaw gathers and organizes; senior consultants interpret and advise. The value is in freeing experts to do expert work.
- Source triangulation is essential: OpenClaw is instructed to cross-reference minimum 3 sources for any data point. Single-source claims are flagged.
- Continuous monitoring unlocks new value: Real-time competitor monitoring (a service Velocity now offers) was impossible before—now it runs automatically.
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