// from labels to benchmarks

Capture More Value
with Runloop

For data providers and expert networks, the era of simply selling one-time labels is over. Your untapped competitive advantage lies in the educated networks of domain experts you manage. Runloop empowers you to turn that expertise into reusable, high-margin, automated testing standards.

The Runloop Opportunity for Data Providers

Increase Margins

Any custom benchmark can generate multiple trajectories and synthetic datasets per customer, on demand. Benchmarks are a critical precursor to Reinforcement Learning (RL).

Widen the Market

Model builders have exhausted human-labeled data and are actively seeking high-quality synthetic data. Custom benchmarks can be industry-targeted and iterated upon to meet this demand.

Scale Complex Tasks

Structured tasks—like coding, document processing, and security—are complex and costly to label, but can be built into a benchmark for automated, repeatable use.

Why Runloop?

Enterprise Ready

Runloop provides theinfrastructure: scoring,test runners, andpackaging for all-in-onehosted benchmarking

Benchmarking Facility

Labelers can white-label benchmarks to their customers 4 no need to build software.

Tunnels

Expand margins, deepen relationships, and position themselves for the future.

// CASE STUDY

The Evolution to Verification

Fermatix.ai, renowned for creating expert-level training data tailored to industry-critical tasks,  with annotators who are practicing industry experts, partnered with Runloop.ai to strategically  evolve their offering.

Challenge

Fermatix.ai needed a way to move beyond providing one-time training data to establishing  ongoing testing standards and verification for their enterprise clients, ensuring AI agent  performance against specific proprietary logic.

Solution: Runloop Custom Benchmarks

By leveraging Runloop.ai’s Custom Benchmarks infrastructure, Fermatix.ai is now able to offer custom, in-house verification for its clients. This allows them to build specialized, private benchmarks that accurately measure and refine AI agents on unique codebases and business logic.

This partnership... represents a strategic evolution—moving beyond one-time data labeling to creating reusable benchmarks that deliver ongoing value to our clients. By leveraging our domain expertise and Runloop’s infrastructure, we’re not just providing data anymore; we’re building the testing standards that will define how enterprises evaluate their AI agents across industry-critical tasks

—Sergey Anchutin, CEO and Founder, Fermatix.ai

Outcome

Fermatix.ai strategically expanded its capabilities, using its domain expertise to create high-fidelity, multilingual benchmarks on a secure, scalable platform. They are now positioned to offer a new level of assurance and become the verification layer for their clients' AI agent deployments.

Turn your expert networks into benchmarks

Don't just sell labels. Leverage your experts to create reusable, higher-margin benchmarks that createongoing customer lock-in. Capture more of the value chain.

// CONTACT US

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We’re a talented team of former Google and Stripe engineers dedicated to solving the complex challenges of productionizing AI for software engineering at scale.

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Capture More Value
with Runloop

The Runloop Opportunity for Data Providers

Increase Margins

Widen the Market

Scale Complex Tasks

Why Runloop?

The Evolution to Verification

Challenge

Solution: Runloop Custom Benchmarks

Outcome

Turn your expert networks into benchmarks

Did you have any question?

Product

Company

Legal

The Runloop Opportunity for Data Providers

Increase Margins

Widen the Market

Scale Complex Tasks

Why Runloop?

The Evolution to Verification

Challenge

Solution: Runloop Custom Benchmarks

Outcome

Turn your expert networks into benchmarks

Did you have any question?

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