Research Operations for AI Safety

We handle evaluation implementation, data annotation, and project operations so researchers can focus on research.

What We Do

Evaluation Implementation
We build and run evaluations, baselines, and benchmarks. Working primarily with Inspect and similar frameworks, we handle the technical implementation of eval protocols.
Data Annotation
Quality data labeling and annotation pipelines for research projects. We manage annotation teams and ensure consistent, reliable data.
Project Operations
Administrative and organizational support for research projects. Grant administration, hiring logistics, and operational overhead.
Research Support
General technical labor pool for AI safety research. Task-based work on a flexible schedule—take what you need, when you need it.
Research Operations

How We Work

We're a labor pool for alignment research. Labs and projects come to us to implement evals, run baselines, annotate data, and handle administrative overhead. The idea is simple: researchers focus on research, and we handle the grunt work.

We run on a task-based model. Contributors—a core group of regulars plus a broader pool of specialists—pick up tasks as they're available and work on their own schedule. People work as much or as little as they want, as long as they get their tasks done.

Everyone involved is here because they think alignment matters. That means people actually care whether projects work, not just whether they get done. It's not about hitting milestones or collecting invoices—if something needs fixing or a better approach becomes obvious halfway through, we will say so.

Clients Include

Core Team

EquiStamp is run by a small core team with experience in AI safety research and operations, supported by a flexible network of technical contributors.

Chris Canal
Chris Canal
CEO
Daniel O'Connell
Daniel O'Connell
CTO
Rob Miles
Rob Miles
AI Advisor
Contributors
Contributor Network
Technical & Operations

Get in Touch

For project inquiries or to join our contributor network, reach out via the form below or join our Discord server.