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We build clinical and operational datasets, evaluation suites, and document OCR pipelines—covering local languages and accents— to improve patient support, reduce admin friction, and enable auditable decision support. Delivered with privacy and data residency in mind.
Clinical, operational, and member-facing use cases.
Datasets and evals for summarization, coding hints, routing, and patient Q&A—with citation adherence and hallucination checks.
Claims, referrals, labs, and ID documents with field-level validation, PHI minimization, and lineage evidence.
Begin with a 1–2 week pilot; expand after review.
Problems, meds, procedures, labs—schema design and adjudication.
Advice safety checks, scope-of-practice prompts, escalation tests.
Claims, EOBs, referrals; schema mapping, dedup, anomaly flags.
Intent/entity corpora, translation QA across major African languages.
Healthcare call-center transcription sets with regional accents.
Patterns and counter-examples for classifier training and evals.
Fast, auditable, and secure.
Objectives, privacy constraints, residency and retention windows.
Schemas, rubrics, PHI handling, gold seeds for calibration.
Reviewer training and agreement targets.
Label/evaluate with live QC dashboards.
Datasheets, coverage, error taxonomy, lineage & sign-offs.
Expand coverage or move to continuous evals.
We don’t assert quality — we show it.
IAA metrics, adjudication rates, reviewer drift monitoring.
Seeded checks, replayable scoring, change logs, and leak tests.
Datasheets, coverage stats, error taxonomy, lineage attestations.
Privacy by design; healthcare posture by default.
Field-level controls, access scoping, optional redaction at source.
Least-privilege roles, background-checked reviewers, audit logs.
In-region storage options and health data processing agreements (e.g., BAAs where applicable).
Evidence-ready artifacts and datasets.
Practical answers for pilots and procurement.
We’ll sign an NDA, align on PHI handling and residency, and ship a 1–2 week pilot you can benchmark internally.
Africa headquarters in Lagos • hello@equatoria.ai
