2019-2020
First CerviGuard pilot phase
Initial downloadable Win32 TensorFlow-based pilot workflow documented in MDR draft references and planning artifacts.
Evidence baseline for product and commercialization diligence
This page provides Phase 1 proof artifacts: timeline milestones, pilot context, and KPI-definition structure. Numeric KPI publication remains gated until denominator/date-window approvals are complete.
Document status: Phase 1 public baselineLast updated: 2026-02-17Owner: Product + Commercial + Data
Reported outcomes are cohort-specific, method-bounded, and include explicit limitations. KPI percentages will not be published without denominator and date-window context.
Public milestone timeline
2022
Research and project track consolidation
Multiple projects and research tracks were finalized before broader platform expansion.
2024
SMARTCLOVER SRL launch phase and online-platform preparation
Company launch milestones and online product transition documented in internal/public planning artifacts.
2025
TealGuard partnership milestone
In 2025, SmartClover signed a partnership for the TealGuard project, focused on next-generation prophylaxis management for gynecological oncological pathologies.
Pilot context and methodology notes
- Pilot evidence is currently published as narrative timeline plus methodological framing.
- Outcome publication requires fixed cohort windows and approved numerator/denominator definitions.
- Clinical interpretation remains clinician-led and human-in-the-loop.
KPI disclosure template (values pending publication)
| KPI name | Numerator | Denominator | Cohort window | Method | Caveat |
|---|---|---|---|---|---|
| Case review turnaround improvement | Cases completed inside target review window post-deployment | All eligible cases in selected cohort | Pending publication | Pre/post cohort comparison with fixed inclusion criteria | Workflow mix can vary by site |
| Follow-up adherence uplift | Cases with completed follow-up within defined interval | Cases assigned follow-up action | Pending publication | Operational follow-up completion tracking | External care-path variability applies |
| AI-assisted triage agreement rate | Cases where AI support category aligns with clinician final category | Cases containing both AI output and clinician adjudication | Pending publication | Blinded adjudication and reconciliation rules | Not a standalone diagnostic-accuracy claim |