Healthcare and life sciences

Deliver patient-centric journeys and compliant data platforms. Use AI for triage, documentation assistance and insight discovery with strict safety, privacy and audit controls. We design for clinicians and researchers first, meeting them where they work with reliability and trust.

Healthcare data and AI

Clinical triage and documentation

Clinician time is precious. We deploy assistants that summarize histories, propose differential considerations, and draft notes consistent with templates—always keeping the clinician in control. Retrieval blends patient data with clinical guidelines. Evaluation focuses on accuracy, completeness and safety, while measuring time saved per encounter.

Research and insight discovery

For life sciences, we implement literature review and protocol generation helpers that ground responses in sources, with exportable citations for audit. We track recall/precision, hallucination rate and reviewer acceptance to ensure reliability in regulated settings.

Data governance and privacy

We protect PHI with strict access controls, de‑identification where appropriate, and immutable audit trails. Data catalogs, lineage and consent management speed approvals and simplify compliance tasks. Our pipelines support both batch and streaming to keep longitudinal patient records current.

Operational excellence

Platform SRE practices ensure availability for mission‑critical workloads. We instrument latency from the clinician’s perspective, not just server metrics, and maintain playbooks for failover and disaster recovery. Cost controls keep budgets predictable without compromising care.

Case example

Clinical documentation assistance: Implemented summarization and templated note generation with human review. Outcomes: 30% reduction in documentation time, improved consistency across departments, and higher clinician satisfaction scores. KPIs: minutes saved per encounter, note completeness, reviewer acceptance rate.

Impact measures