Stay audit-ready for FDA, ISO 13485, and the EU AI Act — while tracking the quality, timeline, cost, and vendor performance of every annotation project in one place.
Project management meets Quality Management System
DataFoundry combines operational visibility with the compliance tooling regulated industries require — from webhook ingestion to auditor-ready exports.
Track cost per item, budget burn rate, and projected exhaustion date. Daily throughput charts surface bottlenecks before they slip timelines.
Evidence checklists for EU AI Act, FDA, ISO 13485, IEC 62304, ISO 14971, and NIST AI RMF. CAPA tracking with structured root cause and resolution workflows built in.
Vendor scorecards with SLA compliance, cost per item, and turnaround tracking. Per-annotator rejection rates and throughput — all in one place.
Native support for RedBrick, Encord, Labelbox, and V7. Configure JSONPath field mappings per tool — no code changes when onboarding a new platform.
Create IAA sessions, assign annotators to shared work items, and measure agreement automatically. Org-wide roll-up in the QMS dashboard.
Every create, update, and delete is logged automatically. Export audit logs, compliance evidence, and quality metrics as CSV for any auditor.
From first webhook to auditor sign-off
DataFoundry handles the full lifecycle — ingestion, workflow routing, quality measurement, and compliance documentation — so your team can focus on the data, not the operations around it.
Link RedBrick, Encord, Labelbox, or V7 via webhook in minutes. Configure JSONPath field mappings once — events flow in automatically from that point on.
Items move through PRE_ANNOTATION → ANNOTATION → REVIEW → APPROVED automatically. Configure 0–3 review stages, set per-stage sampling rates, and rejected items loop back without manual intervention.
Real-time dashboards surface budget burn rate, projected exhaustion date, vendor scorecards, per-annotator rejection rates, and capacity utilization — all in one place.
CAPA tracking, Inter-Annotator Agreement sessions, and guideline approval workflows are built in. Evidence checklists for EU AI Act, FDA, ISO 13485, and NIST AI RMF — exportable as CSV for any auditor.
Teams managing mission-critical AI data
DataFoundry is designed for ML teams in regulated industries who need audit trails, vendor controls, and quality assurance built into their annotation workflows.
Healthcare AI
FDA-cleared imaging tools
Dental AI
Caries, perio, and CBCT analysis
Veterinary AI
Companion animal imaging at scale
Enterprise ML
Production-grade pipelines
Join teams running compliant annotation programs in medical imaging, dental AI, and veterinary diagnostics.