Business-unit teams working with data
Finance, marketing, operations, supply chain, research, risk teams that need practical AI literacy to improve decisions and workflows.
Most tools teach AI theory in a one-size-fits-all course and hope it sticks. Etiq measures and builds capability instead. It finds the skill gaps behind each person's role and goals, then delivers personalised learning in the flow of their daily work.
Most importantly, it verifies real competency through project deliverables, not course completion.
Teams that know how to use it effectively are already working faster, producing higher-quality output, and scaling impact without scaling headcount. The gap between AI-enabled organisations and everyone else is widening every cycle. The winners will be those who reskill their workforce to work alongside AI safely, effectively, and at speed.
Completion metrics don't equal readiness, and generic courses rarely match the work people actually do. Learning that isn't relevant to their real tasks doesn't turn into capability.
Training gets capacity-constrained across many teams and people with different needs and starting points. And no one has time to learn first and work later, so it has to happen in the flow of the job.
Managers and department heads need enough AI fluency to stay relevant, make informed decisions, and guide change.
Organisations need assurance about the quality of AI-assisted work quickly, especially during the upskilling period when people are still finding their feet.
A reasoning model on a simple task costs far more than it needs to. So does a weak prompt run over and over. Match the model to the work, prompt it well the first time, and most of that spend disappears.
Etiq makes reskilling practical: people learn on real work, with guardrails and measurable progress so AI becomes an opportunity, not a threat.
A short chat captures each person's role, experience, and goals, then builds a pathway around them.
Modules are sequenced for the individual while the end state for each module stays consistent.
People create real AI workflows on your own data, with an AI tutor coaching prompts and outputs in real time.
Outputs are checked against real data and computation, flagging unsupported claims and grounding issues.
Leaders see capability growth across individuals, cohorts, and departments, and plan moves with confidence.
Who it serves
Finance, marketing, operations, supply chain, research, risk teams that need practical AI literacy to improve decisions and workflows.
Department heads and senior managers who need AI fluency to remain effective, lead transformation, and make informed calls.
Clear pathways and guardrails to build confidence and capability faster.
Measurable progress, skills planning, and reporting beyond course completion.
Private workspaces and sandboxes
Access controls and audit logs
Designed to support transparency and auditability requirements
Talk to us about reskilling, or see how pricing works.
Across much of Europe, cutting roles is slow and costly. Employment protection laws in the EU and the UK mean consultation and notice before anyone leaves, with severance on top, and AI talent is scarce and expensive to hire back. Reskilling the workforce you already have is often the lower-friction path.
Across the EU, cutting roles usually means consulting worker representatives first, on top of notice periods and severance, and collective redundancies trigger formal consultation under EU law. Reskilling the people you already have sidesteps much of that cost and delay.
Etiq builds that capability on your teams' real work, so you can redeploy people with confidence and keep institutional knowledge in the business.
Reducing headcount can be slow and costly, and AI talent is scarce. Moving your own people into AI-enabled roles keeps institutional knowledge in the business. Adjust the figures below to see the difference for your team.
Traditional reskilling is estimated at half the cost of an external hire. Figures are your own estimates, so swap in real numbers for your market and roles.
Reskill leaders, business units, and IT professionals through applied learning with guardrails and measure capability uplift across the organisation.