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We build the datasets and evaluations that power document processing, customer support automation, fraud detection, and compliance. Multilingual by default for African markets.
High-impact, production-ready data work for FS teams.
KYC/KYB, bank statements, IDs, receipts, and contracts. Layout labels (boxes, polygons), key-value extraction, and validation flows with datasheets and QC evidence.
Ground-truth datasets and evals for support chatbots and agent copilot tools: intent coverage, policy adherence, and escalation quality in English + African languages.
Pick a focused 1–2 week pilot; expand after review.
IDs, proofs, statements; field extraction and anomaly checks.
Entity extraction, merchant/category mapping, dispute flows.
Scenario curation, adversarial prompts, case triage datasets.
Intent coverage, policy compliance, hallucination detection.
Disclosure checks, suitability language, and red-flag detection.
Yorùbá, Hausa, Igbo, Swahili, Amharic, isiZulu & more.
Fast, auditable, and secure.
Goals, data residency, regulatory constraints.
Anonymization if needed, schema & rubric definition, gold seeds.
Reviewer training, agreement targets, and pilot dry-run.
Label, review, and evaluate with live QC dashboards.
Datasheets, slice metrics, error taxonomy, evidence packages.
Expand coverage, automation, or continuous eval subscriptions.
We don’t assert quality — we show it.
IAA metrics, adjudication, reviewer drift monitoring.
Seeded gold checks, leak testing, and replayable scoring.
Datasheets, coverage stats, error taxonomy, lineage attestations.
Privacy by design; enterprise posture by default.
Least-privilege roles, audit logs, region-aware storage.
PII minimization, redaction options, time-boxed retention.
NDA, DPAs, ethical sourcing terms; verifiable attestations.
Decision-ready artifacts and datasets.
Practical answers for pilots and procurement.
We’ll sign an NDA, define success metrics, and ship a 1–2 week pilot you can benchmark internally.
Africa headquarters in Lagos • hello@equatoria.ai
