Research Engineering

Benchmarking & Evaluation

Fair, repeatable benchmarks of models, algorithms or systems, with the statistics reviewers expect.

What we do

Benchmark design with clear tasks and metrics

Repeated runs, seeds and confidence intervals

Baselines and ablations

Tables and plots ready for your paper

How we’ll work together

  1. 1

    Discover

    A free call to understand the problem, the users and the constraints. You get a written scope and estimate.

  2. 2

    Prototype

    A clickable design or working AI proof of concept, usually within two weeks, so you can see it before committing to the full build.

  3. 3

    Build

    Development in short iterations with a demo at the end of each. You always have a link to the latest version.

  4. 4

    Launch & support

    We deploy, monitor and hand over documentation — then keep it running on a maintenance plan if you want us to.

Have a project in mind? Let’s talk.

Whether you run a business or a research group, tell us what you need built, fixed or evaluated. You get a free consultation and a clear written estimate — no obligation.

  • Free consultation
  • Written scope and estimate
  • We reply within one working day
Contact us