Lattice Health AI
Lattice Health AI provides automated daily governance reports for hospitals running clinical AI models from multiple vendors. The platform monitors drift, fairness, and safety posture, delivering cryptographically signed PDFs to leadership inboxes each morning that can be verified offline without Lattice infrastructure.
- Healthcare Technology
- Regulatory & Compliance Technology
- Artificial Intelligence
- Digital Health
- Software Only
- Data & Analytics
Funding
Raised to date
$500KRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Founder details are not available yet.
Product
Problem
Clinical AI models are increasingly deployed in hospital production environments, yet vendors can silently update models behind APIs overnight. Hospitals often lack oversight into performance shifts, drift, or fairness changes until a clinician notices an issue, creating patient safety and regulatory compliance risks.
Solution
Lattice delivers a daily governance report that monitors every AI model running in a hospital and flags anomalies before they cause harm. Each morning, the platform generates cryptographically signed PDFs tailored to different roles, such as radiologists, AI operations teams, and compliance officers. Reports include drift metrics (PSI) against baselines, subgroup fairness disparities per HHS §1557, vendor-silent-update detection, latency benchmarks, and FDA PCCP envelope status. Leadership receives actionable findings via email—no dashboard login required—and anyone can verify report authenticity offline using standard tooling against the institution's published public key.
Target Audience
Primary customers are hospital AI operations teams, radiology leadership, and compliance officers who need automated, trustworthy oversight of production clinical AI models.
Features
- Cryptographically signed daily PDF reports verifiable offline with standard tooling against an institution's public key, requiring no Lattice infrastructure
- Vendor-silently-updated detector that flags API model swaps and posture changes
- Drift (PSI) monitoring per model with baseline comparison and confidence distribution analysis (e.g., chest X-ray triage)
- Subgroup fairness tracking for HHS §1557 disparity and selection-bias caveats in plain language
- Radiologist thumbs-up/thumbs-down feedback rollup aggregated at model level, preserving individual labor data privacy
- Continuous posture assessments aligned with ARCH-AI, Assess-AI, and ONC HTI-1, plus FDA PCCP envelope breach detection and US state-law disclosure obligations
- IHE-aligned integration (UPS-RS work-list status, AI-Results, ERA classification) with HIPAA-safe egress and PHI redactor in strict-mode default
- Air-gap friendly deployment with no external API required for the core workflow