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TAI Labs

Prometheus · The AI-native learning agent

Your organisation's knowledge.
Every person's next step.

Turn how your company works into the learning each person needs. Onboard people in context, build skills around real workflows, and keep capability moving with the business.

Built around your people, your systems and your standards.

THE WORK, REIMAGINED

What could AI-native look like for your team?

Choose a team. Explore a workflow. See the work it could produce—and the capability your people build along the way.

From scattered customer evidence to a decision you can defend.

Customer research

Turn interviews into a product decision.

TodayNotes across documents. Themes rebuilt from scratch. The loudest anecdote wins.

  1. 01

    Bring the evidence together

    AI groups feedback into themes and keeps a reference to each source.

  2. 02

    Make the judgement

    The product team checks the themes, exceptions and unanswered questions.

  3. 03

    Turn it into a decision

    Create a research brief with priorities, evidence and a next experiment.

THE WORKING OUTPUTIllustrative example
RESEARCH BRIEF / EXAMPLE

A clearer first week

Question: where do new customers lose momentum?

Pattern

The handover from purchase to setup is unclear.

Evidence to review

Interview 03 · Interview 07 · Support notes

Next experiment

Test an onboarding checklist with a named account owner.

Interview notes · Research repository · Product goals

WHAT YOUR TEAM LEARNSResearch synthesis, source checking and prioritisation

Build a research brief from sample interviews, then defend the recommendation.

Prometheus turns your workflows into role-specific learning and practice. Custom AI Training helps your team build and apply them. These are illustrative workflows, not connected automations.

The Work Graph

The context behind
every capability.

The answer is rarely in one document. It lives in a process, a system, an experienced colleague, or the way a team makes a decision.

Prometheus connects those relationships into a living understanding of your organisation. So learning starts with what someone actually needs to do—and what good looks like in your company.

PeopleRolesWorkflowsSystemsSkillsKnowledgeAI opportunities

Useful from the first day

Less searching.
More knowing what to do.

Give each person a relevant next step: a walkthrough before a new task, practice for a difficult workflow, or a playbook they can use when it matters.

  • Personalised onboarding
  • Role-specific training and workflow walkthroughs
  • AI adoption pathways
  • Practical exercises and assessments
  • Internal playbooks
  • Just-in-time learning
  • Continuous reinforcement

Onboarding that understands the job

More than documents.
A way into the work.

When someone joins, Prometheus helps them understand the context behind the job and what great performance looks like.

01

The organisation

How your company and their team work.

02

The role

Which workflows they own and which systems they use.

03

The standard

What great performance looks like, and how to practise it.

Built to keep up

As your organisation changes,
Prometheus changes with it.

New people join. Processes change. AI opens up different ways to work. The learning should move with them.

01

Understand the work.

Connect the people, workflows and knowledge behind each role. Find where better capability would make a difference.

Observe · Map · Identify
02

Build the capability.

Turn that context into relevant learning and realistic practice. Bring in an expert when the work calls for depth.

Train · Practise
03

Keep getting better.

Use evidence from the work to see what has changed. Refine the next learning step as the organisation moves forward.

Measure · Improve

Software + human expertise

AI when you need scale.
Experts when you need depth.

Prometheus can identify where an AI-generated learning experience is enough, and where deeper human support is needed.

When a gap calls for expertise, TAI Labs trainers step in with workshops, coaching, office hours and hands-on implementation. One connected approach to building capability.

A closer look

Meet your next
learning partner.

Book a conversation about your workflows, your people and where Prometheus could help.

Keep getting better

Learn as fast
as AI changes.

Map the work. Build the skills. Transform the workflows.