CerviGuard: screening workflow product
CerviGuard gives cervical-screening teams one traceable path from a new case to a signed-off follow-up decision.
Healthcare AI products and applied research
SmartClover develops CerviGuard and DataGems and advances current and future products through applied research, permissioned cloud-on-edge infrastructure, and cybersecurity and resilience R&D for regulated healthcare deployments.
Product and research tracks
DataGems: synthetic-data research track
DataGems supports controlled synthetic-data research workflows that stay separate from CerviGuard commercial claims.
Flagship Product
CerviGuard is the operational starting point
CerviGuard is delivered as SmartClover's primary healthcare product. The live product at cerviguard.link and the public repository at SmartCloverAI/CerviGuard provide implementation context for clinical and procurement teams.
Operating principles
CerviGuard-led product work
CerviGuard is the product we lead with: a live workspace where cervical-screening teams run case intake and AI-assisted review under clinician sign-off.
Permissioned cloud-on-edge deployment
Deployment conversations can include tenant boundaries, encryption controls, edge/on-prem execution, and traceable release records.
Healthcare cybersecurity and resilience
Security/resilience engagements are scoped for healthcare environments and can involve authorized/certified personnel, partner security products, and engineering support where approved.
What you can engage today
Flagship product
CerviGuard for cervical-screening teams
- Draft MDR Class I self-assessment material with clinician-led oversight
- Secure workflow operations for case intake, triage, and follow-up
- Deployment options scoped through RFQ and security/legal review
Live product
DataGems synthetic-data research
- Controlled synthetic-data workflows for research planning
- Research status kept separate from clinical-product claims
- Partner and publication discussions scoped through research review
Platform capability
Permissioned cloud-on-edge deployment
- Cloud-on-edge and on-prem execution options for healthcare AI workloads
- End-to-end encrypted sensitive flows within approved deployment models
- Immutable anchoring and traceable deployment records for audit and security review
Platform capability
Cybersecurity and resilience R&D
- Healthcare-focused assessment, hardening, and resilience planning
- Delivery with authorized/certified personnel and partner security products within approved scopes
- Automated monitoring, documentation, and remediation support, always under authorized human review.
How rollouts are activated
Rollouts progress through qualification, legal/security review, environment readiness, and operational handoff. This process aligns commercial scope with governance requirements before production activation.
Commercial and trust routes
Scope, evidence, and next steps for a research or product-deployment programme.