Find the people who know what the internet doesn't.
Vesper turns high-stakes research questions into maps of reachable domain experts, then helps teams build a compounding knowledge base from every conversation.
vesper
Built for
Investors, consultants, and operators.
The shift
Public knowledge is no longer proprietary.
Every investor can ask the same model to read the same filings, transcripts, reviews, and market reports. The edge has moved upstream: to the humans with firsthand experience, buried context, and judgment earned inside the market.
The old way
Expert access is still run like a services business.
- Analysts translate a thesis into expert profiles.
- Teams manually search LinkedIn, Google, industry sites, and databases.
- Contact paths are enriched one by one.
- Outreach happens in spreadsheets and inboxes.
- Calls become scattered notes.
- The knowledge disappears after the project.
Primary research is becoming software
AI can summarize the internet. Conviction still comes from people who lived the problem.
Vesper makes expert discovery repeatable: source the right people, understand why they matter, reach them, capture the conversation, and reuse the insight forever.
Clickable example
Pick a question. Watch the expert map change.
The console turns a vague diligence need into ranked people, relevance signals, and a reason to start the conversation.
Vesper Intelligence Console
Choose a brief
Research brief
Find retail operators who can explain why inventory automation pilots work in one store but stall before regional rollout.
Signal
Pilot history
Signal
Frontline adoption
Signal
Regional rollout
Ranked candidates
38 matchesFormer VP Store Operations
National specialty retailer
94
Fit
Led labor planning and inventory accuracy programs across more than 600 locations.
Industry talk + operating history
Ex-Director, Fulfillment Strategy
Regional grocery network
91
Fit
Owned store-to-door rollout planning, vendor evaluation, and exception handling workflows.
Trade panel + public profile
Independent Retail Systems Advisor
Former inventory platform operator
87
Fit
Advises operators on pilot design, frontline adoption, and multi-site change management.
Advisory profile
The Vesper way
A system of record for human intelligence.
Ask a research question once. Build an expert map, contact strategy, call trail, synthesis layer, and institutional memory around it.
Expert Sourcing Engine
Turn a thesis into a ranked map of operators, customers, suppliers, and former executives.
Deep Enrichment
See why each person matters, where the signal came from, and the best available contact path.
Assisted Outreach
Coordinate the human workflow without making AI phone agents the product.
Knowledge Capture
Transform calls and notes into reusable institutional memory.
01
Ask a question
02
Source experts
03
Enrich contact paths
04
Route outreach
05
Capture conversations
06
Synthesize insights
07
Compound memory
Initial wedge
Starting with expert sourcing for investors.
Turn a thesis into a ranked list of experts with source rationale, relevance signals, and contact paths. Designed for diligence on companies, markets, vendors, and operational questions where published information is not enough.
Hidden human graph
Public web on the surface. Proprietary judgment underneath.
From expert networks to the Human API
A living map of human expertise.
The next generation of research software will not just retrieve documents. It will know when to ask a human, who to ask, how to reach them, and how to turn the answer into reusable institutional memory.
Human graph
Retired operators, former executives, customers, suppliers, pilots, procurement heads, and domain specialists.
Decision layer
A workflow for diligence, vendor validation, market research, and operational questions.
Compounding memory
Every permissioned conversation makes the institution smarter for the next project.
Join the future of primary research
Build conviction from knowledge your competitors can't scrape.
Vesper helps research teams find and reach the people who know what public data does not.