Visitors can review CerviGuard through its live workspace, public repository, screenshots, and trust material.
Healthcare AI companyCerviGuard live productDataGems live research pilot
Clinician-led AI workflow software for cervical screening.
SmartClover builds healthcare AI where clinical work actually happens. Our flagship product, CerviGuard, helps cervical-screening teams structure intake, review cases with AI support, coordinate triage, and manage clinician-led follow-up. DataGems supports our synthetic-data research track.
- Product proof:live product surface at cerviguard.link plus public repository and model hub references.
- Research context:PubMed references from 2017 and 2022 provide context on cervical screening participation and follow-up work.
- Trust orientation:privacy, security, incident response, pricing, buying, proof, and regulatory routes remain public.
Authentic flagship proofThe live CerviGuard workspace shows case review, operational oversight, and clinician-led follow-up workflows.
DataGems gives research partners a concrete surface for synthetic-data workflow discussions.
PubMed references provide cervical-screening context for readers who want the research background.
Product evidence and working routes
SmartClover links the live CerviGuard workflow to research context, trust material, and direct commercial paths for clinics, research partners, and investors.
Live product
CerviGuard is the flagship product.
The live product surface, public repository, and trust routes make the cervical screening workflow visible from the first visit.
Research context
Cervical-screening research is easy to find.
Two PubMed references are linked for visitors who want context on cervical screening participation and follow-up work in Romania.
Trust routes
Security, privacy, proof, and regulatory material stay visible.
Visitors can move from the homepage into trust, proof, pricing, and buying paths without leaving the public site.
A flagship product within a broader company platform
CerviGuard is the product teams review first. DataGems, research, and trust surfaces show the broader SmartClover work around it.
Flagship product
CerviGuard
A live product for structured cervical screening workflows, AI-assisted review, and clinician-led follow-up.
Live research pilot
DataGems
A live research pilot for synthetic-data generation using SLM-first execution with optional external APIs.
Public research directions
Cancer prevention and decision support
SmartClover publicly discusses cancer prevention, secondary prophylaxis, early detection, and treatment-optimization research as active directions, not as released products.
Founder and research credibility
Built around cervical-screening work, not generic AI positioning.
Founder Dr. Andreea Damian leads SmartClover from Cluj-Napoca with CerviGuard as the flagship product. The research links below are kept as context for the cervical-screening problem space; current product details come from CerviGuard, product, and trust pages.
PubMed 35197342 covers follow-up barriers after abnormal cervical screening results.PubMed 28460211 covers barriers to cervical screening participation in Romania.CerviGuard, GitHub, Hugging Face, and trust routes are available before outreach.
Research context and product proofResearch links, product access, and trust materials give visitors concrete places to continue.
Public timeline of research, productization, and company development
The homepage shows the public milestones that connect research, productization, and transparent company execution.
2017 publication
Screening participation barriers documented
Social Science & Medicine published field research on Roma women and cervical screening participation in Romania.
2022 publication
Follow-up barriers researched in remote communities
BMJ Open published a protocol on facilitators and barriers to follow-up after abnormal cervical screening results in remote Romanian communities.
2024-2026 product build-out
CerviGuard moved into a live product surface
The public product surface, repository, and model hub provide a concrete flagship proof layer with supporting artifacts.
Current routes
Choose the right conversation
Contact, pricing, how-to-buy, proof, regulatory, and trust routes help each visitor decide where to start.
Clear next steps for buyers, partners, and investors
The site keeps one primary CTA while making audience-specific entry points clear for buyers, partners, and investors.
Book demo / Request pilot
For clinics, hospitals, and operators evaluating CerviGuard or a scoped product rollout.
Go to contact hubResearch partnership
For institutions exploring prevention, qualitative research, or model-development collaboration.
Go to contact hubInvestor inquiry
For investors or accelerators reviewing SmartClover's healthcare AI platform, public proof, and commercial readiness.
Go to contact hubTrust, proof, and buying routes
Use these routes to review proof, regulatory posture, trust, pricing, and procurement context before outreach.