Person-centric semantic search infrastructure. Unlike standard AI that returns document fragments, WhoSeeker extracts entities from unstructured text and returns ranked people with evidence.
Every organization has valuable information about people buried in unstructured text — notes, evaluations, emails, meeting transcripts. Traditional search returns document fragments. What users actually need are ranked people with context.
Building a single mission roster can take 4-6 hours. When key personnel transfer, their expertise knowledge walks out the door.
WhoSeeker is person-centric semantic search infrastructure. It extracts entities from narrative text, resolves them to canonical records, and returns ranked people with evidence.
This architectural difference is our moat — competitors would need to rebuild from scratch. The same core technology powers two distinct products serving different markets.
"Write what you remember. Find who you need."
A personal CRM for professionals who want to search their network naturally. Semantic search over your contacts and relationship notes — find the right person for any opportunity in seconds, not hours.
"The right person for every mission."
AI-powered personnel matching for organizations with high-stakes staffing decisions. Transforms unstructured knowledge — AARs, training records, deployment histories — into queryable intelligence for rapid team composition.
Both products share WhoSeeker infrastructure, compounding improvements and reducing per-product costs.
Personal CRM market — fragmented, no clear winner with working semantic search
Professional services staffing — consulting firms, law firms, agencies all need to quickly propose the right team
Mission-based organizations — military, emergency management, volunteer orgs underserved by legacy systems
Engineering-led founder building AI infrastructure for person-centric search. 20+ years shipping production software across defense, consulting, and commercial markets.
Experienced project manager and solutions architect who bridges technical teams and business stakeholders. 6 years at Heatherstone facilitating the launch of 23 software projects across healthcare, government, and finance.
| 01 | Complete Wholodex MVP and launch to market |
| 02 | Expand RosterSmith pilot to additional organizations |
| 03 | Validate product-market fit before Series A |
Looking for warm introductions to angel investors interested in AI infrastructure, B2B SaaS, or workforce technology.
We'd love to tell you more about what we're building.