Case study

A product workshop that became an ongoing AI program

A single product innovation workshop for product managers led to an ongoing engagement covering AI strategy, senior leadership sessions, a standing AI core team, and delivery across customer support, marketing and product.

Started as
One product innovation workshop
Now
Ongoing program across strategy, capability and delivery
Strategy horizon
Two years, with measures attached
Cost measure
Operational cost reduction in tens of percent
Teams created
Internal AI core team plus small AI pods

The situation

HID Global's product managers were being asked what AI meant for their products, without a shared way to answer. The first engagement was scoped as one thing: a product innovation with AI workshop for product managers.

What we did

The workshop opened a sequence that grew into a standing program.

What changed

The engagement moved from a one-off session to an ongoing engagement with variable monthly involvement, spanning strategy, capability building and delivery. The internal AI core team now carries work that would otherwise have needed us. The pattern is the one we look for: a single well-chosen session gives an organization a shared language, the shared language surfaces the real questions, and the real questions justify a program.

What the strategy commits to

The two-year AI strategy carries concrete measures rather than ambitions. It commits to reducing operational costs by tens of percent, to new revenue and net-new customers from AI features and AI-first products, and to standing up small AI pod teams inside the business. The pod teams exist and are running, and the strategy is inspected against those measures rather than against activity.

Related: Inspiration & Activation · AI Use-Case Discovery and Prioritization · AI Implementation and Adoption

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