No more jumping between viewers, inboxes, and fragmented case summaries.
Clinical AI built for speed, traceability, and human review
Specialized AI agents for faster, smarter health diagnostics.
Orris Health turns fragmented clinical data into a clear diagnostic workflow. Our agents triage incoming cases, assemble patient context, surface likely findings, and route the next-best action to the right clinician without losing the audit trail.
- Multi-agent review across images, labs, and notes
- Escalation logic that keeps clinicians in control
- Built for radiology, dermatology, retinal, and triage workflows
Each agent handles a bounded task, then contributes to a shared evidence trail.
Care teams see why a case moved, what evidence was used, and who owns the next step.
Designed for decision support, not black-box autonomy.
Platform
One diagnostic surface for intake, review, coordination, and escalation.
Orris Health gives teams a shared operating layer for health diagnostics: incoming signal, agent reasoning, clinician review, and workflow handoff all visible in one place.
Clinicians start with context instead of hunting for it.
Findings are surfaced with rationale, not just a score.
Operational urgency becomes easier to trust and easier to act on.
Supportive AI, accountable clinical review.
Pull the relevant history, prior imaging, lab trends, and notes into a ready-to-review diagnostic brief.
Run bounded analyses against the incoming modality, capture uncertainty, and expose supporting signals.
Route high-risk findings to the right queue, trigger callbacks, or request additional review when confidence falls short.
Final decisions, audit trails, and workflow ownership stay firmly with the clinical team.
Workflow
A clean handoff from intake to insight to action.
The system is designed like a care operations layer: fast to scan, easy to trust, and structured around the real sequence diagnostic teams already follow.
1
Ingest the case
Bring in the image set, labs, vitals, referral context, and prior records as soon as the case arrives.
2
Dispatch the right agents
Assign specialized agents to triage urgency, inspect the modality, summarize evidence, and flag uncertainty.
3
Surface the rationale
Show what drove the recommendation, what information was missing, and where a clinician should focus next.
4
Move the case forward
Send the case to the right queue, request follow-up, or complete review with the final decision attached.
Modalities
Built for the kinds of diagnostic work that demand context and speed.
Orris agents can be tuned to a specialty workflow, then connected into a broader diagnostic operating model.
Imaging triage
Prioritize chest, neuro, and musculoskeletal studies while surfacing the evidence behind agent confidence.
- Urgency classification with visible review status
- Context pulled forward from prior studies and notes
- Escalation paths for uncertain or high-risk findings
Dermatology review
Compare lesion structure, summarize change over time, and push suspicious cases into rapid follow-up pathways.
- Case-by-case review with longitudinal context
- Bounded agent support for evidence gathering
- Clear handoff into specialist or callback workflows
Retinal screening
Support population-scale screening with queueing, anomaly detection, and clear evidence for escalation.
- High-volume intake without losing review structure
- Escalation logic for suspicious findings
- Operational visibility across screening queues
Agentic where it helps. Governed where it matters.
Health diagnostics needs speed and rigor at the same time. Orris is designed to assist clinical teams with bounded, reviewable agent behaviors instead of opaque end-to-end automation.
Evidence-first output
Recommendations stay tied to the data that produced them.
Uncertainty exposed
Agents flag ambiguity instead of hiding it behind a single score.
Clinician checkpoints
Approval, override, and audit logging remain part of the workflow.
Operational fit
Queues, escalations, and handoffs mirror how real care teams already work.
- Specialized agents collaborate without hiding accountability.
- Clinical teams see what changed, why it changed, and who owns the next decision.
- The workflow remains readable even when urgency is high and intake volume rises.
Why Orris
Designed like a diagnostics company, not a generic AI wrapper.
The product experience is centered on care operations: queues, modalities, evidence, escalation, and team accountability.
Purpose-built interfaces
Structured for fast scan-and-decide workflows, with summary layers that help clinicians orient quickly without hiding the source material.
Composable agent architecture
Deploy a narrow agent for one part of the workflow or orchestrate multiple agents across intake, interpretation, and follow-up.
Operational visibility
Teams can see what is waiting, what has been escalated, where uncertainty sits, and which clinician needs to review next.
Built for trust
Every interface element is tuned to reinforce oversight, auditability, and responsible decision support in clinical environments.
Bring AI agents into diagnostic workflows without losing clinical control.
Orris Health helps care teams move faster on intake, review, and escalation while keeping the final judgment where it belongs: with people.