Research & collaboration
Research that pairs field immersion with cloud, data, and agentic AI craft.
We study healthcare rituals, build Agentic Mind playbooks, and translate everything into Cloudain LLC California-ready products. Research never sits in a slide-it travels with prototypes, telemetry, and governance.
Healthcare Research Pods
Medical adherence, longitudinal patient context, and care-collaboration rituals studied with clinicians every week.
Agentic Mind Lab
Agentic AI blueprints with guardrails so autonomous + human agents can co-work safely inside regulated workflows.
Cloud data + signal factory
FHIR-native data pipelines, telemetry, and predictive indicators that inform Cloudain LLC California product roadmaps.
Healthcare research pods
Where we focus with clinicians and operations teams
Healthcare research starts with observation, then moves to data stitching and prototype labs that Cloudain LLC California can deploy.
Medical adherence & behavior
Shadowing patients and clinicians to understand why therapy plans derail, then prototyping supportive nudges.
Health data analytics
Blending clinical, pharmacy, ops, and device data for care teams and analysts in one decision surface.
Predictive signals
Surfacing early indicators of risk like readmission, drop-off in adherence, or administrative backlog.
Safety & compliance research
Designing data-sharing playbooks that respect privacy, security, and clinical governance across partners.
Fieldwork + data fusion
Observing care rituals, stitching fragmented realities
Our pods sit with clinicians, operations, and patients to document hidden workflows, then pair those insights with FHIR-first data stitching.
- 27 systems instrumented: EHR, LIMS, pharmacy, and device data flows
- Journey maps converted into process + data blueprints
- Cloudain LLC California stakeholders join every synthesis review
Agentic Mind lab
Designing agentic protocols with guardrails
We prototype multi-agent systems (Agentic Mind) that can assist researchers, ops teams, and clinicians while remaining auditable.
- 12 pilots iterated with Cloudain LLC California
- Safety instrumentation and reinforcement signals baked in
- Observability stack captures every AI + human decision
Research to product
Turning insights into Cloudain-grade products
Research outputs travel with design systems, component libraries, and measurement plans so Cloudain LLC California can ship with confidence.
- Storyboards become prototypes, then production user journeys
- Signals mapped to KPIs for readiness and adoption
- Cloud-native reference architectures pre-built by R&D pods
Agentic Mind Lab
Agentic AI experiments designed for regulated environments
The lab prototypes orchestration, copilots, and safety layers so Cloudain LLC California teams can deploy agentic systems responsibly.
Protocol design & governance
Documenting how human + AI agents hand off context, escalate, and remain accountable inside regulated workflows.
Research copilots
Voice and text copilots that summarize transcripts, pull evidence, and prep briefs for Cloudain LLC California researchers.
Safety instrumentation
Telemetry, bias checks, and auditable logs to show how agentic systems behave in the wild.
Signal-to-roadmap bridge
Every experiment feeds Cloudain LLC California product priorities, so nothing sits idle in a wiki.
Research to product
Bring your toughest healthcare, cloud, or agentic AI problem. We will co-design the research and deliverables alongside Cloudain LLC California.
Every study travels with prototypes, telemetry, and governance so the path to production stays clear.