Echo

Universities are sitting on the most extraordinary collection of human knowledge, discovery, and curiosity.

Most of it sits on a shelf.

Echo is commercial intelligence for technology transfer — upload a disclosure, and get scored, confidence-graded market opportunities with a clear recommendation in hours, not weeks.

The Broken Bargain

Universities were built on a promise: be the place where big questions get asked and bigger answers get discovered. Society would benefit from the research, the cures, the technologies. That was the deal.

Somewhere along the way, the business model inverted the mission. What was supposed to be a knowledge engine became a credential machine — an expensive gate.

Every year, American universities produce 26,000 new invention disclosures. 80% never reach the market. The offices responsible for commercialising them operate at a loss at more than half of all institutions.

This isn't a failure of imagination. It's a failure of infrastructure.

The Asset They're Sitting On

Here's what makes this solvable.

One drug discovered by a Northwestern chemistry professor generated over a billion dollars in licensing revenue. Stanford's spinouts produce $350 billion in annual economic output. The University of California holds over 6,800 active patents.

The asset already exists — the knowledge, the IP, the discoveries. It's sitting there, in every research institution in the country, largely untouched.

What's missing isn't the raw material. It's the infrastructure to unlock it. Consistently, at scale, for every researcher at every institution — not just the lucky few at the top.

This Is What Echo Is For

We start where the pain is sharpest: the tech transfer office. The commercialisation manager sitting on fifty technologies with no bandwidth, no market intelligence, and no clear path forward.

Echo takes a technology from disclosure to a prioritised set of scored commercial opportunities — with market data, confidence-graded evidence, and a clear recommendation — in hours rather than weeks.

Every opportunity is scored across three dimensions:

Problem Intensity

How painful, frequent, and urgent is the problem the technology solves?

Solution Fit

How well does the technology solve it? Workflow compatibility, differentiation, technical certainty.

Willingness to Pay

Will customers actually buy? Validated pricing signals, budget availability, purchasing power.

Each score carries a confidence grade — High, Medium, or Low — so you always know where the evidence is strong and where to validate next. The composite score produces a decisive signal:

PROCEED EXPLORE WATCH HOLD

Every output is committee-ready by default.

From Discovery to Market

University IP is the raw material. Echo is the infrastructure that turns it into commercial outcomes.

80% never reach market Dormant IP patents, disclosures, research Echo commercial intelligence capture · discover · score · interrogate scored opportunities with signal Licensing Deals Industry partners license the IP for commercial development Spinout Companies New ventures built around validated technology Royalty Revenue Ongoing returns fund research

How It Works

Four stages from disclosure to decision. Each step produces structured, defensible output.

Capture disclosure in Healthcare Agriculture Defence Construction Discover 3–5 opportunities Problem 7.5 Fit 7.8 WTP 6.2 confidence Score three dimensions Mkt Aud Prod Evid Act PROCEED Interrogate decision ready
  1. 1.

    Capture

    Upload a disclosure document. AI extracts the technology description, innovation, limitations, IP status, and readiness level. Review, correct, and confirm — live in the portfolio in under five minutes.

  2. 2.

    Discover

    AI surfaces 3–5 commercial opportunities per technology. Select from industry verticals — healthcare, defence, energy, agriculture, and more — or let Echo find the most promising directions with a rationale for each.

  3. 3.

    Score

    AI researches each opportunity across three dimensions — Problem Intensity, Solution Fit, and Willingness to Pay. Every score shows its methodology chain, evidence sources, and confidence grade. Contest any score with your own rationale to trigger re-analysis.

  4. 4.

    Interrogate

    Five intelligence tabs — Market (TAM/SAM/SOM with methodology), Audience (pain points, value proposition, interview targets), Product (technical feasibility, workflow integration), Evidence (linked documents with AI confidence scores), and Activity (full audit trail). Everything a committee needs.

Built for Defensibility

Every data point in Echo is graded, traceable, and auditable. No black boxes.

Three Tiers of Quality

Every technology and opportunity progresses through Bronze (AI-extracted draft), Silver (human-reviewed), and Gold (fully evidenced). You always know the data quality you're working with.

Confidence Grading

No ungraded numbers. Every claim carries a confidence level — High (official statistics), Medium (market reports), Low (anecdotal) — with specific next steps to strengthen weak areas.

Full Audit Trail

Every score, every contestation, every tier promotion, and every signal is logged with timestamps, rationale, and evidence snapshots. Stale signals are flagged automatically when evidence changes.

Trusted by Technology Transfer Offices

"Quote from TTO manager about how Echo changed their workflow."

— Name, Title, Institution

"Quote from commercialisation officer about the scoring framework."

— Name, Title, Institution

"Quote about committee-readiness or time savings."

— Name, Title, Institution

The university worth building is within reach.

And the generation that will attend it is already being born.