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We build datasets and evaluation suites that power multilingual digital services, records digitization and OCR, safety and policy compliance checks, and evidence-ready reporting—delivered with data sovereignty in mind.
Impactful, auditable data work for public outcomes.
Datasets for multilingual assistants and hotlines: intent coverage, entity extraction, escalation quality, and safety checks for sensitive topics.
High-accuracy OCR for IDs, forms, permits, and archives with field-level validation, redaction options, and lineage evidence.
Pick a focused 1–2 week pilot; expand after review.
Intent/entity corpora and evaluation suites across major African languages.
Harm taxonomy scoring, jailbreak tests, and policy compliance prompts.
IDs, forms, permits, certificates—schemas, validation, and anomalies.
Summarization, citation adherence, and hallucination checks for portals.
Spam, scams, and misuse examples for detection and classifier training.
Speech datasets with regional accents and low-resource languages.
Fast, auditable, and secure.
Objectives, data residency, retention, and compliance constraints.
Schemas, rubrics, anonymization, and gold seeds where applicable.
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; public sector posture by default.
Data residency in-country or regional zones; VPC/VPN deployment.
Least-privilege roles, background-checked reviewers, audit logs.
NDAs, DPAs, ethical sourcing terms; verifiable attestations.
Evidence-ready artifacts and datasets.
Practical answers for pilots and procurement.
We’ll sign an NDA, align on data residency and compliance, and ship a 1–2 week pilot you can benchmark internally.
Africa headquarters in Lagos • hello@equatoria.ai
