Clinical AI moves from pilots to production
Generative and predictive models are graduating from research labs into EHR workflows — triage assistance, ambient documentation and coding automation are the first at-scale wins.
Industry trends, client success stories and engineering deep-dives — everything we're learning while building the next generation of healthcare software.
Commentary on the emerging technologies and market shifts we see moving healthcare, devices and pharma.
Generative and predictive models are graduating from research labs into EHR workflows — triage assistance, ambient documentation and coding automation are the first at-scale wins.
The gap between clinical need and available hardware kept showing up in our software projects. EldoNova+ now designs its own sensors, firmware and diagnostic algorithms so the instrument and the intelligence are engineered together.
Health payers and enterprise buyers are treating HITRUST r2 and SOC 2 Type II as procurement gates. Compliance-by-design is now cheaper than remediation later.
Screening models are shortening the path from candidate to clinic — but the harder problem is access. Our pharmaceutical line pairs computational discovery with reformulation aimed at adherence and affordability.
US and EU interoperability mandates are forcing legacy HL7 v2 pipelines to modernize. FHIR-native platforms unlock analytics that were previously impossible.
Payer reimbursement for RPM and hospital-at-home is expanding. The winners are building unified experiences across in-person, virtual and asynchronous care.
Real-world examples of how EldoNova+ turns hard healthcare problems into measurable results.
We built an ambient scribe integrated with the network's EHR. Physicians reclaimed nearly two hours per shift and note quality scores rose by 18%.
Firmware, mobile companion app and cloud analytics — designed under IEC 62304 with full traceability. Time-to-market cut by an estimated 6 months.
Consolidated 40+ lab and CRO feeds into a governed FHIR + OMOP pipeline, powering real-time trial dashboards and pharmacovigilance signal detection.
"EldoNova+ operated like an extension of our own team. They understood our regulatory constraints on day one and shipped software that our clinicians actually love using."
How we process 20M clinical events/day with sub-second latency and full replay guarantees.
Fighting medical misinformation starts with giving verified clinicians a better place to talk.
The 15 controls that move the needle in your first year — and the ones you can safely defer.
How we automate IEC 62304 traceability so regulatory evidence is a build artifact, not a quarter-long project.
Replacing script-heavy CSV with risk-based CSA cut one sponsor's qualification effort by more than half.
Our internal benchmark, the pitfalls we hit, and why hallucination rate isn't the metric that matters.
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