01
Workflow fit
Where exactly can structured intake assistance reduce friction without adding cognitive or operational burden?
Validation stage
Pre-pilot, evidence-building, institution-first.
CelestyxAI is currently validating the workflow, safety architecture, governance assumptions and evaluation strategy required before a controlled institutional pilot.
Current status
No prospective clinical efficacy claim. No autonomous patient deployment. The next milestone is a controlled, professionally supervised validation environment.
Development path
From prototype to institution-ready validation.
2025
Problem framing and prototype exploration
Initial exploration of AI-assisted clinical intake and triage workflows, including early product assumptions and technical prototyping.
Early 2026
Institutional discovery and workflow refinement
Discussions with healthcare innovation stakeholders shifted the product toward a professional-facing, human-validated pre-assessment model rather than direct autonomous patient use.
Mid 2026
Safety and architecture consolidation
Target architecture refined around deterministic policy logic, constrained LLM orchestration, schema validation, auditability and interoperability-oriented design.
Now
Pre-pilot validation
Seeking clinical, institutional and research partners to validate workflow fit, safety assumptions, data requirements and meaningful evaluation endpoints.
What we want to validate
Four questions before deployment.
02
Safety performance
How reliably do safeguards identify defined high-risk patterns, exclusions and escalation conditions?
03
Human factors
How do professionals interpret, correct, reject and trust system outputs in realistic conditions?
04
Integration and governance
What data, privacy, audit, interoperability and accountability requirements must be satisfied in the target institution?
Partner profile
Who we want to work with.
Hospitals, health systems, clinical innovation teams, academic groups and applied digital-health programs that can help test the model in a controlled, professionally supervised environment.
✓
Clinical accessProfessionals who understand intake, pre-assessment or triage workflows.
✓
Innovation or research supportAbility to define a structured validation protocol and meaningful endpoints.
✓
Governance engagementPrivacy, security, legal and integration stakeholders available early enough to shape the design.
Partnership