Level 5
Workflow operator
Chains 2-3 AI steps for a recurring task; spots and fixes bad outputs.
Agnostic
0/11 live · 3 mapped artefacts
Prompt chains - outline, draft, critique, rewrite
soon12 min · must
Self-critique loops
soon10 min · must
Multi-modal inputs - files, images, voice
soon12 min · must
Custom assistants - GPTs, Gems, Projects, Copilot Studio
soon15 min · must
Output quality rubrics - 'good enough to ship?'
soon10 min · must
Skills and reusable instructions
soon12 min · must
Working alongside AI on your real files
soon10 min · must
Pair programming with AI - review, refactor, debug
soon12 min · must
Failure modes and diagnosis
soon10 min · compete
Image and video generation basics
soon12 min · compete
Prompt-optimisation tools (DSPy, PromptHub)
soon8 min · stay-ahead
Vendor
0/21 live · 3 mapped artefacts
Build your first custom assistant on Microsoft
soon15 min · must · Microsoft
Build your first custom assistant on Google
soon15 min · must · Google
Build your first custom assistant on Anthropic
soon15 min · must · Anthropic
Build your first custom assistant on OpenAI
soon15 min · must · OpenAI
Build your first custom assistant on AWS
soon15 min · must · AWS
Build your first custom assistant on Salesforce
soon15 min · must · Salesforce
Build your first custom assistant on open-source
soon15 min · must · open-source
Chain patterns on Microsoft
soon10 min · compete · Microsoft
Chain patterns on Google
soon10 min · compete · Google
Chain patterns on Anthropic
soon10 min · compete · Anthropic
Chain patterns on OpenAI
soon10 min · compete · OpenAI
Chain patterns on AWS
soon10 min · compete · AWS
Chain patterns on Salesforce
soon10 min · compete · Salesforce
Chain patterns on open-source
soon10 min · compete · open-source
New features this quarter on Microsoft
soon5 min · stay-ahead · Microsoft
New features this quarter on Google
soon5 min · stay-ahead · Google
New features this quarter on Anthropic
soon5 min · stay-ahead · Anthropic
New features this quarter on OpenAI
soon5 min · stay-ahead · OpenAI
New features this quarter on AWS
soon5 min · stay-ahead · AWS
New features this quarter on Salesforce
soon5 min · stay-ahead · Salesforce
New features this quarter on open-source
soon5 min · stay-ahead · open-source
Industry
0/20 live · 2 mapped artefacts
Multi-step AI workflows for financial services
soon12 min · must · financial services
Multi-step AI workflows for healthcare
soon12 min · must · healthcare
Multi-step AI workflows for manufacturing
soon12 min · must · manufacturing
Multi-step AI workflows for retail and e-commerce
soon12 min · must · retail and e-commerce
Multi-step AI workflows for professional services
soon12 min · must · professional services
Multi-step AI workflows for construction
soon12 min · must · construction
Multi-step AI workflows for legal
soon12 min · must · legal
Multi-step AI workflows for education
soon12 min · must · education
Multi-step AI workflows for public sector
soon12 min · must · public sector
Multi-step AI workflows for small and mid-sized businesses
soon12 min · must · small and mid-sized businesses
What 'good enough' looks like in financial services
soon10 min · compete · financial services
What 'good enough' looks like in healthcare
soon10 min · compete · healthcare
What 'good enough' looks like in manufacturing
soon10 min · compete · manufacturing
What 'good enough' looks like in retail and e-commerce
soon10 min · compete · retail and e-commerce
What 'good enough' looks like in professional services
soon10 min · compete · professional services
What 'good enough' looks like in construction
soon10 min · compete · construction
What 'good enough' looks like in legal
soon10 min · compete · legal
What 'good enough' looks like in education
soon10 min · compete · education
What 'good enough' looks like in public sector
soon10 min · compete · public sector
What 'good enough' looks like in small and mid-sized businesses
soon10 min · compete · small and mid-sized businesses
Custom
2/2 live · 0 mapped artefacts