Practical AI guides
Make the next AI decision with a clear brief.
Start with the decision in front of your team. These guides help you define the work, compare approaches and organise the evidence for putting a system into operation.
Which guide helps with our next AI implementation decision?
Use the workflow brief to define the task and responsibilities. Use the model-adaptation guide to compare instructions, connected knowledge and fine-tuning. Use the production-readiness guide to organise test evidence, operating ownership and a release decision. Each includes practical prompts or an illustrative example your team can adapt.
Explore in detail
Practical guides for your next decision.
Choose a model adaptation approach
Compare instructions, connected knowledge and fine-tuning using the task, information needs and review evidence that matter to your business.
Write an AI workflow brief
Define the task, data, systems, human decisions and result your AI workflow needs. Use a practical brief before choosing models or implementation.
Prepare an AI system for operation
Prepare an AI workflow for operation by reviewing task results, system dependencies, human responsibilities and the evidence needed for release.
Choose the decision you need to make.
Each guide produces something you can use in a working discussion.
Define the work
For business owners and delivery teams. Write a workflow brief covering the trigger, inputs, result, systems, human decisions and open questions.
Choose the model approach
For technical leads and domain reviewers. Diagnose the problem, compare adaptation options and record what the evidence supports.
Prepare for operation
For sponsors, reviewers and operators. Build a release record with owners, evidence, unresolved items and an explicit decision.
Turn the decision into a delivery discussion.
Bring your brief, assumptions and open questions to Bibha. We can discuss the platform capabilities and co-build or managed approach that fit the work.
Questions and answers
Start with the workflow brief if the business task is still broad. It gives model and production decisions a defined piece of work to assess.
No. The examples are labelled illustrations for planning and review. They do not report customer deployments or measured outcomes.
The guides are readable here. Use the prompts in your team's working documents and follow the linked capability pages when you need more detail.