Capabilities

What we deliver

Three core service lines, delivered by board-certified consultant pathologists with full subspecialty coverage. Every engagement is scoped per project and led by a named consultant.

Expert-Verified Datasets

Whole-slide image annotation and dataset construction, verified by consultant pathologists, for AI development and research.

  • Whole-slide image annotation, including regional tumour segmentation
  • Single-cell and object-level annotation
  • Ground-truth labelling and expert-verified datasets
  • Dataset design, case selection and curation
  • Quality-controlled annotation workflows with pathologist sign-off
Quality signal: every label signed off by a board-certified consultant pathologist; inter-rater reproducibility metrics provided on request.
See selected engagements →

Independent Central Review

Independent, multi-reader central review and biomarker scoring for clinical trials, endpoint adjudication and regulatory submission.

  • Independent multi-reader central review for clinical trials
  • Adjudication of discordant cases
  • Immuno-oncology biomarker scoring (PD-L1 TPS/CPS, HER2, H-score)
  • Companion diagnostic scoring and validation
  • Endpoint-aligned, reproducible scoring frameworks across sites
  • Regulatory-ready reporting structured for FDA and EMA submission
Quality signal: dual-review on discordant cases, locked queries, full audit trail; scoring frameworks aligned with published guidelines (CAP, IASLC, ASCO).
Read: Why independent central review makes clinical AI defensible → See selected engagements →

AI Evaluation

Independent, clinically grounded evaluation of pathology AI, across image-analysis models and large language models.

  • Validation of AI-derived histologic biomarkers and image-analysis models
  • Error analysis, failure-mode categorisation and model interpretability
  • LLM evaluation for clinical pathology reasoning (accuracy, safety, completeness)
  • Independent QC of vendor and AI outputs
  • Benchmarking against consultant-level ground truth
Quality signal: evaluation designed and signed off by board-certified consultant pathologists, using structured, reproducible scoring criteria.
See selected engagements →

Looking to scope a project?

Every engagement is led by a named consultant pathologist. Get in touch to discuss your requirements.

Book a call See engagements