For Specialists
Go deeper by role or domain.
Advanced capability for quality engineering, testing, GenAI, compliance, agentic AI and business functions.
Explore specialist pathways →Trusted AI Enablement
Build AI capability.
Use it responsibly.
Turn it into real work.
Rubric helps people and organisations move from AI access to practical capability—combining literacy, applied use, responsible adoption, specialist skills and implementation support.
Access is only the beginning.
Capability, judgement and responsible application create real value.
Why Trusted AI Enablement
AI adoption is not just about giving people access to tools.
Real adoption requires capability, judgement, responsible use, role-specific application and a way to embed AI into how work actually happens.
01Access
02Capability
03Responsible Use
04Application
05Impact
Choose your path
Start with what you need now.
For Individuals
Build confidence for everyday work.
Practical AI capability for professionals who want to use AI well, stay in control and apply it to real workplace tasks.
Explore AI Literacy at Work →For Organisations
Build AI-ready teams.
Workforce readiness, role-based learning, responsible adoption, governance, coaching and practical implementation support.
Explore organisational enablement →Capability pathway
From literacy to implementation.
Not everyone needs the same depth. Start where you are and progress where your role or organisation needs you to go.
1AI Literacy at WorkEveryday capability
2Applied AI FoundationStructured application
3Responsible AI & ComplianceRisk, ethics, governance
4Specialist AI CapabilityRole and domain depth
5Agentic AI for BusinessWorkflows and implementation
Specialist AI capability
Different roles need different depth.
Quality Engineering & Testing
GenAI-assisted testing, AI system testing, risk-based testing, automation, performance engineering and QA leadership.
Generative AI
Advanced prompting, document intelligence, research, data, reusable workflows, copilots and practical AI assistants.
Responsible AI & Compliance
Governance, EU AI Act awareness, human oversight, transparency, privacy, policy and organisational controls.
Agentic AI & Automation
AI agents, tool-connected workflows, business-process redesign, governance and domain-specific implementation.
AI for HR
Role-specific use cases, safe adoption and practical workflows.
AI for Finance
Analysis, review, reporting and decision support.
AI for Operations
Knowledge, process support, coordination and workflow improvement.
AI for Leadership
Decision support, governance, adoption and strategic application.
For Individuals
Build confidence with AI—without becoming a technologist.
Use AI more effectively, responsibly and confidently in your everyday work.
Prompt better and get more useful outputs.
Judge, verify and challenge AI responses.
Apply AI to documents, data, communication and real workplace tasks.
Stay in control of privacy, information and human judgement.
For Organisations
AI capability doesn’t scale by accident.
Rubric can help you move from isolated experimentation to governed, practical adoption across teams and roles.
AI readiness and capability assessment
Role-based learning pathways
Responsible AI policies and approved-use guidance
Prompt packs, workflow templates and coaching
Implementation support, adoption and impact measurement
AI adoption as an operating model, not a one-off training event.
Certification pathways
Validate what you’ve learned.
Use formal certification as a validation layer alongside practical capability-building.
Entry-level awareness and practical understanding.
Broader AI knowledge and foundational capability.
Responsible AI, governance and compliance depth.
Beyond training
Training is only the beginning.
Trusted AI Enablement continues into practical adoption: prompt libraries, reusable workflows, approved use cases, coaching, governance, automation and AI agents.
LearnBuild capability
ApplyUse it at work
EmbedMake it repeatable
GovernKeep it trusted
ImproveScale what works
Choose your next step
Build AI capability that turns into real work.
Whether you are learning for yourself, enabling a workforce or building specialist capability, Rubric can help you start at the right level.