Company

Building the Evaluation Infrastructure for AI That Matters

Our Mission

AI systems are being deployed in increasingly high-stakes contexts—healthcare, finance, legal, security. The gap between "demo works" and "production-ready" is larger than most teams realize.

We exist to close that gap. SliceLabel provides the specialized human evaluation infrastructure that AI companies need to ship safe, reliable systems.

We believe rigorous evaluation isn't a barrier to innovation—it's what makes real innovation possible.

Why We Built SliceLabel

We've spent years in the AI industry watching the same pattern repeat: teams build impressive AI systems, run automated benchmarks that show great results, then ship to production—where edge cases, security vulnerabilities, and subtle failures create real problems.

The Wake-Up Call

The breaking point came when we watched a healthcare AI startup nearly fail their FDA submission because their "comprehensive evaluation" was entirely automated. The model performed beautifully on their benchmarks but had systematic errors on exactly the edge cases regulators cared about most.

The problem wasn't that evaluation is hard. The problem was that the evaluation infrastructure didn't exist:

  • No platform designed for specialized AI evaluation at production scale
  • No network of domain experts trained for AI safety assessment
  • No methodology frameworks built for regulatory scrutiny
  • No service providers who understood both AI systems and evaluation rigor

So we built it. SliceLabel is the evaluation infrastructure we wish had existed when we needed it.

Expertise

What We Bring

AI Safety & Security

  • Red teaming and adversarial testing
  • Jailbreak and prompt injection research
  • Alignment evaluation methodology
  • Safety benchmark development

Data Quality Operations

  • Annotation protocol design
  • Inter-rater reliability optimization
  • Quality assurance frameworks
  • Scale with consistency

Regulatory Compliance

  • FDA clinical AI evaluation
  • Financial services audit prep
  • EU AI Act compliance
  • Documentation for scrutiny
Principles

How We Work

01

Rigor Without Bureaucracy

We maintain high standards without creating unnecessary process overhead. Speed and quality coexist when you have the right systems.

02

Transparency in Methodology

We document our processes, share our limitations, and never oversell certainty. Good evaluation requires intellectual honesty.

03

Partnership Over Transactions

We invest in understanding your systems and goals. The best evaluation happens when we collaborate on what matters most.

Work With Us

Whether you're preparing for launch, facing a regulatory deadline, or building ongoing evaluation capabilities, we'd like to understand your challenges.

Email hello@slicelabel.com
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