Biuniq Tech — Six specialised clinical AI agents — structured, explainable, and safe — with physicians always in control.

SELVA's existing AI layer produced outputs that were inconsistent in format, difficult for physicians to review quickly, and inadequate at handling patient documents. In a clinical setting, unpredictable AI behaviour is not just a usability problem — it is a safety risk. The system needed to produce structured, predictable outputs that physicians could trust and act on efficiently.

• Six independent clinical AI agents: triage, diagnosis assistance, treatment planning, document intelligence, clinical insights, and patient communication
• Central coordination module managing input routing, context passing, output standardisation, and safety enforcement across all agents
• Consistent structured output format across all agents — predictable for physician review and downstream integration
• Safety-first design: every output includes uncertainty indicators, red-flag recognition, and cases requiring physician attention
• Document intelligence agent converting uploaded clinical documents into accurate summaries and structured information
• Patient-friendly communication outputs — explanations written for patients, not just clinicians

• Restructured SELVA's intelligence layer from a monolithic model into a modular, multi-agent framework with independent reasoning components.
• Designed and implemented the central coordination module — handling input routing, context passing, agent sequencing, and output standardisation.
• Built six independent clinical agents with defined workflows, safety guidelines, and structured output schemas.
• Implemented document intelligence agent — clinical documents uploaded to SELVA are converted into structured summaries for physician review.
• Applied safety-first reasoning patterns across all agents: uncertainty acknowledgement, red-flag recognition, and explicit escalation to physician attention.
• Validated system stability under normal clinical workload — consistent response quality and reliable operation throughout.

• All six clinical agents producing consistent, structured, and predictable outputs across every interaction.
• Physician review significantly faster — standardised formats mean no interpretation of inconsistent AI outputs.
• Clinical documents now accurately parsed and summarised — document intelligence operational.
• Safety requirements met — every high-risk output escalates to physician attention with full context.
• SELVA intelligence layer now fits seamlessly into existing clinical workflows without disruption.