NNeriant

Counsel AI

A clinical research and investigation assistant — under governance.

Counsel AI is built around a vendor-neutral model broker. Authorised clinicians choose from approved model classes per tenant policy. Every prompt, context package and output is audited. Humans stay in the loop. Specific model selections are shared with clients under NDA.

Model broker

Choose the model. Keep the governance.

Frontier reasoning model
Long-form clinical reading and synthesis through approved hosted providers
Approved
Multimodal cloud model
Image and document understanding via customer-approved cloud routing
Approved
Region-locked hosted model
In-VPC inference for SaaS tenants with data-residency requirements
Approved
Self-hosted open-weight model
Private/sovereign deployments and EU operating mode
Approved

Controls

What 'governed' actually means.

Governed model broker

Authorised clinicians choose from approved LLMs per tenant policy. Region- and purpose-locked routing.

Human oversight

AI assists; it never autonomously diagnoses, prescribes, places orders, or releases patient communications.

Full audit

Prompt, context package, model selection, output, clinician review and final action — all audit logged.

EU operating mode

EU-only or customer-approved region/model routing aligned with EHDS, GDPR Article 9 and AI Act expectations.

Research workbench

Secondary use, under permit and oversight.

Research access flows through the consent and policy engine: lawful basis, permit workflow, de-identification or pseudonymisation, secure processing environment, audit.

  1. Step 1
    Cohort request
  2. Step 2
    Permit & lawful basis
  3. Step 3
    De-identify / pseudonymise
  4. Step 4
    Secure workspace
  5. Step 5
    Audit & export controls