The Risk Read: Assess Any AI Use Case Before It Ships
The Risk Read: Assess Any AI Use Case Before It Ships
A Show and Share with Kajal Jain, founder of The AI Alchemy · Hosted by AI Strategy Leaders
Your organization already runs on AI. Your teams use it, your agencies use it, your vendors ship it. The question that goes quiet in every leadership room: has anyone set the standard it runs against?
What is the Risk Read?
The Risk Read is a five signal framework for assessing any AI use case before it ships: what data goes in, what comes out and who acts on it, how much autonomy the system has, whether you can reverse it, and whose rules apply when it runs. Every read lands on a plain risk grade, Contained, Conditional, or Exposed, so anyone in your organization can tell at a glance whether a thing moves, moves with conditions, or stops. It is a judgment tool for leaders, not a technical audit, and it works whether the AI sits in marketing, HR, operations, or customer service.
What we're covering
Why governance is what lets you move fast rather than what slows you down. Then the Risk Read, taught in full: the five signals, the three quiet ones that become headlines, and how to grade any use case. Then we put it to work: a live read on a real use case from the room, and a short demonstration of how Kajal has operationalized the read in her own practice.
Who this is for
VPs, Directors, and Heads of Innovation, Digital, and Strategy who are accountable for AI decisions happening beyond their line of sight. Consultants and advisors guiding clients through AI adoption. If your organization uses AI and you could not fully inventory it today, this session was built for you. No technical background needed.
What you'll take away
The five signals, so you can assess any AI use case in the time it takes someone to describe it to you. The quiet three: autonomy, output, and jurisdiction. Loud failures get caught in the room. Quiet ones become headlines. The risk grade: Contained, Conditional, or Exposed. Plain language your whole organization can act on. Everyone leaves with a free one page Risk Read worksheet: one AI use case, five signals, an owner, and a grade. Run it with your team the next morning.
What to expect
A working session, not a webinar. Bring one AI use case from your own organization, named or anonymous, and hold it against the framework as we go. One will be worked live in the session. We close with open Q&A.
About the speaker
Kajal Jain is the founder of The AI Alchemy, a founder led AI strategy, governance, and executive education practice focused on moving AI from experimentation into responsible operation. She brings 15 years across technology, go to market, and product, has taught AI to working executives at Purdue, built the first AI program for the Chicago Interactive Marketing Association, and is a founding member of Women Shipping AI.