Charlotte Bax and Philip Botros walk through a practical AI roadmap template, key metrics, and how to scope AI projects for impact.
This session is led by Charlotte Bax, Founder & CEO of Captur, and Philip Botros, Senior Machine Learning Engineer.
What you will take away
We walk through a practical AI roadmap template you can adapt to your own organisation: how to sequence discovery, pilots, and production rollout without losing alignment with stakeholders who do not live in notebooks every day.
We spend focused time on the metrics that matter in early deployment — especially precision and recall — and how to translate the trade-off between them into product and operations decisions your team can defend in reviews.
We also cover how to scope AI projects for impact: choosing workflows where automation changes cost structure and customer outcomes, not only slide decks.
Who it is for
Product leaders, engineering managers, and founders who are past the “demo” stage and need a repeatable way to prioritise vision experiments versus durable platform work.
Format
About 45 minutes, structured as an interactive walkthrough so you can map the ideas directly onto your current roadmap and evaluation criteria.
