Market & Deal Radar: 95% Faster Time-to-Insight for Direct Investment Market Mapping
Multi-Generational Family Office
Family Office & Direct Investments
A multi-generational family office used the Market & Deal Radar to cut market mapping from weeks to hours -- a 95% reduction. They now build conviction on direct investments before competitors finish their spreadsheets.
By Dr. Leigh Coney, Founder of WorkWise Solutions
This case study shows our Market & Deal Radar in production -- AI-powered market intelligence for direct investment teams. The client started with a Discovery Sprint, moved to a Custom Build, and now runs an Embedded AI Partner to keep expanding what the platform can do.
The Challenge: Speed vs. Rigor
The principals made direct investments based on deep conviction. But conviction requires data -- lots of it -- to validate every opportunity.
The "Landscape" Problem: To invest in a "Generative AI for Legal" company, the office needed to know every competitor, their funding, and how each product differed. Doing this manually for every opportunity was impossible.
Missed Allocation: Several times the principals passed on a deal because they couldn't size the market fast enough. Six months later, the company's valuation was 3x higher.
Analyst Burnout: The investment team spent weeks googling competitors and filling spreadsheets. No time remained for relationship building or deal sourcing.
This is what the Market & Deal Radar was built for: giving direct investors automated market intelligence at speed, without losing the depth that conviction requires.
The Solution: Deploying Market & Deal Radar
WorkWise deployed the Market & Deal Radar -- an AI system that does what a senior investment analyst does, but at machine speed.
1. Autonomous Market Mapping
The system scrapes public databases, patent filings, and product documentation. For any sector (e.g., "Autonomous Drone Delivery"), it identifies 500+ relevant companies, sorted by stage, funding, and technology stack. A landscape that took weeks now takes hours.
2. White Space Analysis
The system goes beyond listing competitors. It finds gaps -- areas with high customer demand (measured by search volume and forum activity) but few competitors. These are the best entry points for direct investment.
3. Dynamic Viability Scoring
The system plays skeptical partner. It maps the target company against its competitive landscape and scores viability. Does this company have a real moat, or are there 50 clones? The principals get that answer instantly, so they can move fast on the right deals.
The Results: Accelerating Conviction
Validation went from months to days.
- Decision Velocity: The office went from reactive to proactive. They now generate a full market map before the first meeting with a target company's management team.
- Strategic Portfolio Support: With the same team size, the office now supports more portfolio companies with strategic research. They tell portfolio CEOs: "Here is every competitor attacking your flank, updated weekly."
- Follow-on Investment: Faster follow-on decisions let the office double down on winners before the broader market caught on.
Any family office or direct investment team can get the same results. The system adapts to each office's investment mandate and sector focus, delivering the same 95% acceleration in time-to-insight.
Embedded AI Partner Impact: Through the Embedded AI Partner, Market & Deal Radar now covers 12 additional sectors and tracks automated founder outreach.
"It's like having a team of 10 researchers working 24/7. It doesn't tell us who to invest in, but it makes sure we never miss a meeting with someone we SHOULD invest in."
— Principal, Multi-Generational Family Office