Etiq AI
Etiq AI is a software company providing a Data Science Copilot that enables effortless debugging across the full machine learning (ML) pipeline. Their product suite includes Lineage for full visibility and analysis of ML pipelines, Real-time Testing integrated within the IDE to recommend and run tests as code is written, and Root Cause Analysis (RCA) agents that pinpoint errors and suggest fixes. Etiq AI supports legacy and new ML models, helping data scientists ensure production-ready, robust code from the start. The company offers a 30-day free trial and targets data scientists and ML developers, aiming to reduce debugging time, maintenance costs, and post-deployment model failures. Their business model is subscription-based, and they emphasize embedding quality assurance and ethical considerations into ML development workflows, positioning themselves in the responsible AI space.
Etiq AI
Etiq AI is a software company providing a Data Science Copilot that enables effortless debugging across the full machine learning (ML) pipeline. Their product suite includes Lineage for full visibility and analysis of ML pipelines, Real-time Testing integrated within the IDE to recommend and run tests as code is written, and Root Cause Analysis (RCA) agents that pinpoint errors and suggest fixes. Etiq AI supports legacy and new ML models, helping data scientists ensure production-ready, robust code from the start. The company offers a 30-day free trial and targets data scientists and ML developers, aiming to reduce debugging time, maintenance costs, and post-deployment model failures. Their business model is subscription-based, and they emphasize embedding quality assurance and ethical considerations into ML development workflows, positioning themselves in the responsible AI space.
TL;DR
What they do: Data Science Copilot for testing, debugging and monitoring ML pipelines
Founded: 2019 (London)
Founders: Iris Anson (Iris Li), Raluca Crisan
Latest funding: Seed led by GapMinder VC (Apr 30, 2025), €900,000 reported
Employees: 13
Company Overview
Problem Domain
ML/AI pipeline testing, debugging, monitoring, and responsible-AI tooling
Founded
2019
Industry
Data and Analytics
Tech Stack
Funding Track Record
€900,000
Seed round reported Apr 30, 2025; company previously received grant funding from Innovate UK and earlier pre-seed backing including Techstars and SFC Capital.
Investor Signal
“Led by GapMinder VC with earlier support from Innovate UK, Techstars and SFC Capital”