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 and QMS in one system
Operational visibility combined with the compliance tooling regulated industries require — from webhook ingestion to auditor-ready exports.
Cost per item, budget burn rate, and projected exhaustion date. Daily throughput surfaces bottlenecks before they slip timelines.
Evidence checklists for EU AI Act, FDA, ISO 13485, IEC 62304, ISO 14971, and NIST AI RMF, with structured CAPA tracking.
Vendor scorecards with SLA compliance, cost, and turnaround. Per-annotator rejection rates and throughput.
Webhook ingestion from RedBrick, Encord, Labelbox, and V7. Configurable field mappings, no code changes required.
Run IAA sessions on shared work items and measure agreement automatically, with an org-wide roll-up.
Every change is logged automatically. Export audit logs, evidence packages, and quality metrics for auditors.
From first webhook to auditor sign-off
DataFoundry handles 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. Map fields once and events flow in automatically.
RedBrick · Encord · Labelbox · V7
Items move from annotation through up to three review stages to approval. Set sampling rates per stage; rejected items loop back automatically.
Stage routing · Per-stage sampling · Rejection loops
Dashboards for budget burn, forecasted spend, vendor scorecards, per-annotator rejection rates, and capacity.
Cost forecasting · Vendor scorecards · Annotator metrics
CAPA tracking, IAA sessions, and guideline approval workflows, with evidence checklists and exports ready for your auditor.
EU AI Act · FDA · ISO 13485 · NIST AI RMF
Teams managing mission-critical AI data
ML teams in regulated industries who need audit trails, vendor controls, and quality assurance built into their annotation workflows.
Ready to replace the spreadsheets?
See how DataFoundry fits your annotation program and compliance framework.