Cognogin
Research

We are not a marketing company.

We build solutions to specific, difficult problems. Every system we run began as a problem somebody actually had, and each one produced the next.

Approach

Built for a problem, then generalised.

Nothing here was designed as a product first. Conferencing was built because a foundation needed secure verified participation for its own outreach. Incident command was built because a county needed real-time action planning. Sage was built because disaster response created a need for outreach the incident system could not meet.

Generalisation came afterward, and only where the underlying mechanism genuinely transferred. That is why the deployments share an engine rather than a brand.

It also explains an unusual property: the governance discipline in our clinical platform did not originate there. It came from emergency management, where the requirement that a qualified human validate every recommendation was not a design preference but the operating condition.

Current work

Where the effort is now.

  • Clinical validation of Better Together. The gating item for everything downstream in that deployment.
  • Measurement under agentic assessment. Moving from a fixed assessment model to one where the guide conducts assessment directly, with metacognition applied.
  • Curriculum as a portable module. Authored once, sequenced anywhere, adapted per participant — now working across domains rather than only in education.
  • Modality effectiveness. Learning which presentation formats actually move a given learner, from observed outcomes rather than self-report.
  • Sage integration into incident command. The emergency platform predates current Sage and has not yet been updated to it.
Intellectual property

Nine filed, one in review.

Nine provisional patents have been filed, with one further application in review. They cover the measurement engine, session orchestration across multiple agents, the persistent companion architecture, the domain-agnostic curriculum module, and the peer node architecture underlying large-scale participation.

Sage itself is held by the T.C. Hilton Foundation and is being placed permanently beyond commercial acquisition. Commercial entities operate it under licence; none of them owns it, and that boundary is structural rather than a matter of policy.

9Provisional patents filed
1Further application in review
182API modules today
~3MLines of code
Organisation

Small, and deliberately so.

Engineering is led by a Director of Technology with two full-time engineers, drawing on a further six specialists as the work requires. Clinical authority sits separately and is not subordinate to engineering: our Clinical Director, a licensed clinical social worker, holds sole and final authority over clinical claims, thresholds and safety governance.

That separation is deliberate. An engineering organisation that can overrule its clinical lead does not have a clinical lead.

The founder's background spans four decades of applied research, including classified defence work, a senior fellowship with the U.S. Department of State, and international technology operations.

Briefings

What is not published here.

Cryptographic implementation, key management, deployment configuration, gate sequence detail and the incident command architecture in full are provided under briefing rather than published.

For institutional enquiries: tcraig.hilton@gmail.com · 864.477.7991

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