Etiq 2.2 - The Agents are Here

Chris Billingham
December 8, 2025
Product

We are delighted to announce the release of Etiq 2.2 led byour premier feature, the integration of a suite of agents built on top of our Data Science Copilot.

Etiq was designed, from the ground up, to truly understand not only the code that your writing but the data that it is using and interacting with. Being able to navigate through this logical flow of your data and code means that Etiq can recommend tests and fixes to your code that are based on the ground truth of your pipeline, not something inferred or even hallucinated.

Launched today are three agents that allow you to use more advanced LLM functionality but built on the layer of integrity that Etiq provides. These agents touch on wider aspects of the full lifecycle of work that Data Science and Machine Learning team do day to day, from fixing and debugging code, to documentation and goverance to even hiring new team members.

Introducing Etiq's Agents

Data Science Agent - Got a problem? A test has failed? Our DS Agent will root out where it started, how it propogates, provide a fix with explanation. A surgical repair built to minimise hallucinations and maximise your output. Now Generally Available

Documentation Agent - You've built a pipeline? But how does it work? No longer a task of days writing things down, our documentation agent will analyse the data and code and produce a report that makes it clear what the business goal is, how the pipeline is constructed, what and how data is being used. Governance suddenly becomes easy. Available in Private Preview.

Recruitment Agent - You're hiring but have 30 take-home tests to analyse. Now hiring is it's own job! No longer with our recruitment agent, get an impartial assessment of someones approach to the test, what's good, what's been missed, allowing you to focus on team and culture fit not trawling through code. Available in Private Preview.

It's incredibly easy to get started with our Data Science Agent, just add your LLM API Key to Etiq and enjoy pin-point fixes that understand the full context of your dat and code, that tell you why they've done it.

You can watch our Product Director, Chris Billingham, demo our Data Science Agent and how you can use it, in conjunction with Etiq's Data Science Copilot, to make creating, improving and debugging your pipelines effortless

Find out more

We are delighted to offer a 30 day trial to everyone for our Copilot and now our Data Science Agent, allowing you to build better, debug faster, and ensuring you don't lose that flow when things go wrong. If you are interested in finding out more about our documentation or recruitment agents please reach out via out Contact Form

Try Etiq Today