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
Vesper Intelligence Console
Research prompt
Find recently retired pharma QA/QC executives who can explain adoption barriers for automated microbial detection systems.
Signal
Relevance
Signal
Reachability
Signal
Reason to call
Ranked candidates
38 matchesRetired VP Quality Systems
Former global pharma manufacturer
94
Fit
Led sterile QA programs during two automation rollouts across North America.
Conference record + patent trail
Former Director, Microbiology
Top-five biopharma CDMO
91
Fit
Owned microbial detection validation and vendor selection for aseptic facilities.
Industry panel + publication history
Independent GMP Consultant
Ex-FDA inspection specialist
87
Fit
Advises QA/QC teams on adoption barriers, compliance risk, and SOP changes.
Public advisory profile
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.
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. Built 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.
Built for
Investors, consultants, and operators.
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.