Every discovery deserves
a path to impact.
Agricol is an autonomous research commercialization platform for universities, research institutes, academic medical centers, and national laboratories. It discovers value in research, moves it toward the people who can use it, and turns more of it into durable revenue and real-world impact.
Commercialization as a continuous loop — not disconnected administrative workflows.
Historically, thousands of small acts of research, judgment, packaging, outreach, follow-up, and portfolio management have been expensive because skilled people must perform them manually. Agricol changes that economics — every meaningful opportunity gets its own persistent commercialization effort.
- 01Discoverpublications · disclosures · repos · lab capability
- 02Understandevidence · maturity · contributors · provenance
- 03Evaluatenovelty · market · protectability · uncertainty
- 04Protectfilings · confidentiality · publication timing
- 05Positionaudience-specific briefs · data rooms · roadmaps
- 06Matchcompanies · investors · founders · funders
- 07Engageoutreach · warm intros · relationship graph
- 08Diligencetechnical Q&A · evaluation · terms
- 09Transactlicense · option · sponsored · joint dev
- 10Launchstartup formation · commercial rollout
- 11Growmilestones · royalties · portfolio autopilot
- 12Learnwhat worked · what waited · what changed
Each opportunity has agents continuously advancing it. If an action can safely happen automatically, it happens. If policy requires review, it stops at the exact approval boundary. If expert judgment is required, Agricol assembles the evidence and asks the right person the smallest useful question.
The institution decides
where autonomy belongs.
Every turn can operate anywhere on the spectrum — fully automatic, within policy, requiring approval, as a recommendation, or as a human workflow with agent assistance. Automation does not require surrendering control. Governance is not a compliance report after the fact. It is part of execution.
Agents act
Within a defined policy envelope. No approval required.
Agents act, log
Every action recorded and auditable. Escalates on threshold.
Agents propose
Human approves or edits before the action leaves the institution.
Agents advise
Human decides. Agent assembles evidence and suggested next step.
Humans act, agents assist
Full manual workflow. Agents draft, research, and remember.
Before cold outreach, ask if we already have a path.
Perhaps an alumnus works at the target company. A faculty member collaborates with its R&D group. The institution licensed a related technology to it years ago. A board member knows its CEO. The institution's network becomes a searchable commercialization asset.
The institution stops processing IP.
It starts building an economic engine.
Timing matters. A technology can be commercially unattractive today and valuable three years later because markets, regulation, adjacent technology, or corporate strategy changed. Agricol puts opportunities to sleep without forgetting them — and revisits the entire portfolio using current market conditions and current AI capabilities.
Never forget an opportunity
Dormant opportunities wake when a market grows, a competitor raises capital, regulation changes, manufacturing improves, a company hires in the area, or a new application becomes possible.
Re-mine the portfolio forever
A patent filed seven years ago may have been ahead of its market. A dataset created for one purpose may now support a new industry. Agricol repeatedly asks: what do we already have that the world has only now become ready for?
Cross-research synthesis
A materials breakthrough may solve a biomedical problem. A vision method may unlock manufacturing. Two datasets may be more valuable together. Agricol surfaces combinations no single researcher would encounter.
Institutional memory
Why an opportunity was deprioritized. Why a company declined. Which technical concern blocked a deal. What changed later. Staff turns over. The system does not relearn the same lessons every few years.
Human attention is spent
only where it creates value.
Agricol transforms research commercialization from a queue of disclosures into a continuously operating economic engine — and turns the research university's accumulated knowledge into a portfolio that can keep growing in value long after the original work is complete.