Software · A software product team
Integrating AI in Existing Products
Evaluated where AI functionality made sense inside an existing product, balancing cost, governance, and benefit.
The challenge
The team wanted to add AI features to an existing product but needed an objective view on whether it was worth the cost and governance overhead.
Our approach
We evaluated the proposed AI functionality against cost, governance, and expected benefit — including being clear about where it wasn't worth pursuing.
The result
The team got a clear, prioritised view of which AI features were worth building and which weren't, avoiding spend on low-value additions.