Pre‑MVP • Early Access

BlackBox is the QA & Compliance backbone for robotics data.

Audit dataset quality, track model & data lineage, and get regulation‑ready—without slowing engineering velocity.

See how it works

No spam. Early partners help shape the roadmap.

The problem

Robotics teams burn time and money on bad data—only to scramble when audits arrive.

  • ⚠️Data collection is costly and quality varies across sensors, runs, and environments.
  • ⏳QA is manual, inconsistent, and rarely captured as a reusable artifact.
  • 📚Compliance is coming—standards are tightening for robotics & AI across the US/EU.

Our approach

BlackBox makes quality visible, comparable, and provable.

Audit

Automatic Dataset QA

Run sensors‑aware checks (drops, skew, coverage, corruption) and generate shareable QA reports per collection.

Trace

Lineage & Reproducibility

Connect datasets, labels, and model artifacts with immutable links—know exactly what trained what.

Comply

Regulation‑Ready

Capture evidence for audits by design. Export documentation aligned with emerging AI/robotics standards.

What early partners get

We’re partnering with a small number of robotics teams to co‑design BlackBox. You’ll get hands‑on attention and influence the roadmap.

Priority access

Early feature drops, direct founder support, and a say in what ships next.

White‑glove onboarding

Help wiring BlackBox into your existing data stack and ROS bag workflows.

Founding customer perks

Preferential pricing and credits applied to your first production contract.

Near‑term roadmap

Focused on tangible wins for dataset QA and auditability.

MVP
ROS bag ingest → sensor health checks → drop/skew detection → shareable QA report.
Phase 2
Dataset registry & lineage graph → report history → basic label QA.
Phase 3
Compliance pack exports (US/EU readiness) → cloud dashboard → team workflows.
Built by engineers, for engineers.

Our team has shipped production robotics and ML systems. BlackBox is the tool we wished we had to trust datasets and pass audits without drama.

Data first, compliance by design.

QA isn’t a checkbox. When you measure quality continuously, compliance docs become a by‑product—not a fire drill.

Pre‑MVP, high‑touch.

We’re hands‑on with a few partners to nail the core workflows before scaling access.

Be first to bring order to robotics data.

Join the waitlist to shape BlackBox from the ground up.

No pitch spam. Occasional product updates only.