Built by Matthew Busel
Founder and engineer. I built the data engine and every tool on this site, in public. A real person stands behind it, reachable by email, and every number here traces to a government source you can open yourself.
Ask about a company. Get the answer and the records that prove it. Tensorust searches contracts, SEC filings, grants, research, lobbying, FDA, and cybersecurity records to produce cited answers from the public record.
Not another chatbot. The verification infrastructure behind one.
AI gives you the answer. Tensorust gives you the evidence.
Instead of opening dozens of tabs across USAspending, SEC EDGAR, the lobbying database and more, exporting records, reconciling company names, and formatting citations, you start with a cited answer built around your question.
How it reinforces this: every result links to the primary source, so your team verifies in minutes instead of assembling for days.Your analysts, strategy leads and BD team spend their expensive hours challenging the evidence, not gathering public source material that anyone could pull.
How it reinforces this: source facts are separated from limits, so there is nothing to re-derive before the real judgment starts.Incumbents charge five figures per seat per year for a single vertical. Tensorust is built on free public data, so you pay for a defined answer, not a license just to go look.
How it reinforces this: free public sources and no lock-in mean free live tools, or a cited brief from $149 instead of an annual subscription.Tensorust does not replace subject-matter judgment, systematic review, legal review, or clinical diligence. It removes the hours and the license cost of assembling the public-record starting point, and shows its work at every step.
Map visible researchers, institutions, and active subtopics before an external-science plan or a focused expert review.
Try a research-leader preview ›Use a landscape to locate current research activity, leading organizations, visible themes, and source records to inspect next.
See a landscape example ›Build a cited picture of the science and public activity around a molecule, platform, competitor set, or therapeutic area.
Request a free starting brief ›Use a transparent public-source packet to decide whether a field, asset, or technical question is worth spending expert time on next.
Open a diligence packet ›Test a claim against the public record: contracts, filings, lobbying, grants, FDA and cyber. See what is supported, overstated, or missing context, with every figure linked.
Put a claim under oath ›Turn a topic into a repeatable source scope for ongoing landscapes, research-leader maps, or a monitored public-record pulse.
Describe the monitoring question ›Each page is a source-linked starting point, not a claim of clinical, commercial, or investment truth. Inspect the cited record before acting.
599 recent public records, active subtopics, linked papers, and a clear starting point for external-science review.
Research landscape600 recent public records across amyloid, tau, biomarkers, and related research signals.
Research landscape600 recent public records covering adoptive immunotherapy, CAR engineering, and tumor microenvironment work.
A live preview from recent PubMed: top research leaders, institutions, and subtopics. The full brief adds citation weighting, name disambiguation, cross-source signals, and a cited PDF.
We continuously collect and normalize open, permitted data across many domains, keeping source, rights, and provenance on every record. A sample of the scale we work with:
Sources include OpenAlex and Crossref (scholarly), PubMed (biomedical), USPTO (patents), USAspending and SEC EDGAR (federal & company), CISA and NVD (vulnerabilities), openFDA and others (safety and recalls), and public economic statistics. If a public-data trail exists, we can build on it.
A four-page decision packet that turns a broad research question into an auditable starting point: activity, research leaders, institutions, topics, and direct PubMed links.
A ready-to-review view of the public researchers, institutions, and recurring topics behind a major therapeutic area.
A source-linked discovery layer for medical affairs, strategy, and BD teams scoping a large and fast-moving disease area.
A cited public-record landscape for quickly locating research momentum, visible institutions, technical themes, and papers worth opening first.
A cited snapshot of the research landscape for teams judging where the field is active and which work merits deeper review.
A polished research-leadership and momentum packet for scoping an emerging platform area without treating publication volume as a commercial conclusion.
A cited, visually checked sample that shows the research and institution signals a team can use to frame deeper diligence.
Twenty common absolute claims tested against cited Crossref and U.S. DOE records, with a transparent decision and limits for each claim.
Each packet is a starting point for a defined decision question, not a claim of exhaustive coverage or a substitute for domain review. We build briefs and maps for any indication, molecule, technology, competitor set, or region. Browse cited research-leader maps across 59 therapeutic areas in the research-leader library.
Every engagement starts with a free cited sample so you can check the data before you commit. Prices below are starting points; final scope (depth, sources, competitor set, cadence) sets the quote.
Save the manual work of collecting, ranking, and checking the public research record. Enter your topic at checkout and get a full cited KOL / research-leader brief (PDF) emailed to you automatically. No call required.
| Option | Published hourly benchmark | Illustrative 5-hour allocation |
|---|---|---|
| External life-sciences research support | $100 to $400 per hour | $500 to $2,000 |
| Tensorust Instant Brief | Flat price | $149 |
The five-hour figure is a simple staffing illustration, not a consultant quote or a claim that every manual assignment takes five hours. NIH's life-sciences guide lists $100 to $200 per hour for foundational data collection and research support, and $200 to $400 for mid-level consultants. A separate medical-communications guide lists medical-strategy contractors at $130 to $160 per hour. Actual scope, seniority, and geography vary. NIH SEED rate guide ยท EPM Scientific medical-communications guide
One topic, indication, or competitor. A cited landscape or KOL snapshot, delivered in a few days.
Scoped to your exact area and competitor set. Deeper analysis, citation weighting, and your-vs-peer positioning. About one to two weeks.
Multi-source competitive or KOL intelligence, custom scope, for a major decision. Quoted to the work.
Ongoing monitoring is available from $600/month after a first engagement. Need something else? Ask for a custom quote.
Request a one-page public-data snapshot for the topic your team is evaluating. No automatic billing, no promise of a commercial conclusion, and every included source is inspectable.
Send the topic, indication, or competitor set you care about and we will send back a short cited sample so you can check the data before anything else.
Or write directly: mattbusel@gmail.com
Your data stays yours. Tensorust reads only public government and scholarly records. We store no private data, and nothing you type into a tool is sold, shared, or used to train anything.