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Know what's happening. Know what's next. Know who's helping.
A virtual water-quality sensor for Philadelphia’s tidal Delaware: hourly Safe/Unsafe flags for E. coli risk, MCP access for AI assistants, and FHIR alerts to a simulated health agency.
A voice-first Alexa+ experience that flags high-risk pregnancies from real FHIR data and speaks the warning aloud — verified end-to-end against a live MCP server, not a mock.
Turning citizen stream observations into verified, explainable One Health alerts.
“Closing the Medication Safety Loop.”
PharmaShed flags which urban streams are most likely contaminated by pharmaceutical leakage — before anyone samples them — so monitoring teams know exactly where to look first.
Connect water, citizen-science, and public-health data through FHIR R4 to make station-level One Health evidence easier to inspect.
An AI assistant that pre-fills the OneAquaHealth citizen form from a stream photo and estimates a One Health risk, with humans always in the loop.
Urban Freshwater Telemetry & Vector Surveillance Platform
CareAlign catches conflicting medication instructions across text and FHIR records, traces every mismatch to its source, and turns it into the exact question a patient should ask.
AquaFHIR Bridge turns scattered river, satellite, and citizen readings into reviewed FHIR records so one crossed threshold reaches public health, the vet, and the water authority at the same time.
Rivulet tells a city how far to trust each citizen report on an urban stream, and where to look next. FHIR-ready for the OneAquaHealth guide.
From River Chemistry to Clinical Diagnosis. "RiverGuard: The River is trying to tell doctors something. We're making sure they hear it."
SafeStep verifies a patient's home before discharge. AI agents read the chart, guide a LiDAR iPhone walkthrough, catch hazards, and draft evidence-backed FHIR actions for the care team
AquaPass is a decision-support and interoperability platform for urban aquatic One Health
Care plans evolve across clinicians, systems, and time. CHEQBACK uses AI to detect meaningful inconsistencies and flags them for human verification—before they become patient-safety gaps.
Healthcare workflows reachable in seconds governed by deterministic clinical safety rules, bounded AI, and cryptographic auditability
Portable continuity of care for people forced to move
FHIR-linked app that catches dangerous medication mismatches between hospital visits.
One conflicting instruction can change a life. CareAlign detects care-plan conflicts and verifies what patients truly understand—before confusion becomes harm.
Empowering Care, Advancing Discovery
A patient portal built for patients, caregivers and their agents. Agents handle appointments, meds, results and messages in signed-in session; users confirm what matters and sign what only users can.
Formless - product that adapts to us, not the other way around. We're starting with healthcare, where that gap is most dangerous.
AI-powered patient intake that turns every conversation into a clear, structured medical record
