Upskill your team with hands-on learning that actually sticks

Etiq is a training tool that helps analysts and domain teams build real, job-relevant skills through guided projects in your work environment, supported by built-in error checking & verification so mistakes don’t derail progress

 • Role-based learning paths • Manager visibility • Verified assessments

Courses don’t translate into capability?

Small teams need people to ramp fast and deliver confidently. But most training is generic and most on-the-job learning breaks down when teams can’t trust outcomes.

Generic content

 Great for theory. Weak for your domain applications, your data, and your day-to-day work.

Slow ramp-up

Juniors stall without clear pathways and feedback loops.

Confidence gaps

 When results aren’t reliable, learning becomes guesswork—and progress stops.

Etiq is built to make learning-by-doing reliable, so skills transfer into real output.

By using Etiq’s reskilling platform, organisations can develop AI-capable teams, reduce dependence on scarce specialists, and confidently apply AI in real workflows with verified outputs

Close the Gap Between Business Teams and AI

Before Etiq

Business units rely on a small number of AI specialists to build and validate AI systems, creating bottlenecks and slowing innovation.

With Etiq

Domain experts become AI-literate professionals who can confidently apply AI in their workflows while collaborating more effectively with AI teams.

Reduce Dependence on Scarce AI Talent

Before Etiq

Hiring AI engineers is expensive and competitive, especially for smaller companies that cannot afford bidding wars for specialised talent.

With Etiq

Organisations build internal capability by training existing employees, reducing reliance on scarce specialists while accelerating AI adoption.

Retain Talent While Adapting to AI

Before Etiq

Many organisations face pressure to automate roles but struggle with the cost, complexity, and regulatory challenges of workforce changes.

With Etiq

Companies can retain and evolve their workforce by helping employees develop the AI skills needed to stay productive and relevant

Practical reskilling, packaged for small teams

Everything you need to train people on real work - without creating a training program from scratch.

Role-based learning paths

Step-by-step modules that build competence progressively, from fundamentals to confident delivery.

Hands-on projects in your environment

 Training uses your workflows and context so the skills are immediately usable at work.

Built-in guardrails to keep learning safe

A verification layer checks outputs against real data, catching common mistakes early.

Verified assessments (not just completion)

 Measure capability gains with assessments tied to real tasks - so you know who can do what.

Manager visibility

 Dashboards and a skills matrix show progress, gaps, and readiness across the team.

Who Etiq is for

Junior analysts & career switchers

Learn by doing, at your own pace, with guided pathways, clear feedback, and guardrails that prevent confidence-killing mistakes.

Data-adjacent domain professionals

Finance, marketing, operations, risk - people with deep business context who need hands-on training that maps to real work.

Senior IT professionals adapting to AI

Experienced engineers, admins, and architects who are switching into AI-adjacent work or being asked to support AI initiatives.

Lean data teams

Small teams that can’t afford long ramp-up times and need skills to become repeatable across the team, not locked in one expert.

Managers & team leads

Get visibility into progress and readiness with skills matrices, verified assessments, and a clear view of where support is needed.

Faster ramp-up. Fewer dead-ends. More consistent output.

Teams using Etiq report spending far less time stuck reviewing and checking error - and more time building repeatable skills and delivering work.

Trusted by

Simple pricing for team upskilling

FAQ

Build an AI-capable team, one verified skill at a time

 Replace generic courses with practical training that produces measurable capability and confident delivery.

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