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Proof: Expert-Level
Data Infrastructure

High-stakes AI needs human proof.

If you are a domain expert, come and reach out to us at careers@bakelab.ai

What you get

  • Expert-level datasets with provenance
  • Multi-stage verification & arbitration
  • Auditable data cards

What we provide

Tool-use & multi-turn agents

Complex agent interactions requiring deep contextual understanding.

Coding

Repo-level debugging, testing, and integration on real codebases.

STEM

PhD-level reasoning across bio, chem, math, med, physics, stats, finance.

Humanities

Art, judgment, emotional intelligence, and ethical reasoning.

Multimodal

Cross-modal evaluation where text, image, and code intersect.

The Proof process

01

Intake & spec

We understand your data needs and define quality standards.

02

Expert labeling

Domain experts annotate with provenance and rationale.

03

Verification & arbitration

Multi-stage review catches errors and resolves disagreements.

04

Quality metrics

Statistical quality assurance with full audit trail.

05

Delivery & iteration

Structured delivery with feedback loops for continuous improvement.

Get started with Proof