GenAI-AI-Data-Digital Strategy & Transformation | Customer + Experience | Product Owner | Fractional COO: 'Leading the way to a better, more connected, customer org. Making it happen always-on @ scale' | Speaker | Mentor
Setting up for #GenAI... Leverage and apply the best practice ways of working from digital software and data management. Items like: - Enterprise 'prompt store' > Similar to a 'code library' or 'feature store'. - Standardisation of naming conventions and versioning for 'prompts'. - Standardisation on 'prompt management' methods > Similar to 'master data management' e.g. inclusion in a dictionary/ glossary/ catalogue and lineage. - Guidance on which model when, optimised for cost-benefit/ value for outcome > so that for a specific use case there is direction on which model (ChatGPT, Claude, COPILOT, Titan, Llama...) and which variant of the model family is best fit. [like optimising your use of, and spend on, services in AWS and MS Azure] - Guidance on when testing is required and what test cases need to be performed and passed > so that for a specific use case there is confirmation that it works in production as expected. - Change release process for when 'prompts' are updated and enhanced. - Governance policies and constructs so that risk, privacy, regulatory compliance, brand impact, etc are appropriately managed for the benefit of customer and the enterprise. - Issue triage, management and remediation process so that when things go wrong (and at some time they will) they can be fixed. - Change management, including documentation and training for your people so that 'prompts' are appropriately and fully utilised. Consider using tooling like this https://promptleo.com/ (I am experimenting with this one, am sure there are others). Remember that getting the foundations right will allow you to go sky high with the opportunity that #GenAI offers! #leadership #strategytoexecution #GenAI #ChatGPT #ClaudeAI #thinkingoutsidethebox #digitalbusiness #digitaltransformation #datatransformation #aifirst #aitransformation #businesstransformation #enterprisetransformation #CCO #CMO #CDO #CDAO #buildingthefuture #daretolead #thinkingdifferently
