08-19-2026IMPACT COUNCIL

R&D must be on the offensive

AI is turning product development into the way companies learn, respond, and win market share.

[Photo: Getty Images]

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For most of the last 30 years, R&D sat deep inside the company.

A customer would ask for a new feature such as an integration needed to make the product work inside its environment. The request then moved through account teams, product managers, prioritization meetings, roadmap debates, QA, release planning, and deployment windows. By the time the answer came back, the customer had often built a workaround or chosen another vendor.

That process felt responsible because every release carried meaningful cost. It created discipline, reduced risk, and helped companies manage complexity in a world where building was slow. It also created a disadvantage if competitors moved faster.

The clock now runs differently.

Companies that understand this are moving R&D closer to customers, closer to the market, and closer to the decisions that determine who wins.

SPEED IS A COMPETITIVE ADVANTAGE

Companies have talked about speed for years: faster releases, faster iteration, faster response to customer needs. The familiar ambition now has a new operating reality.

AI-native development can compress the distance between a customer conversation and a product outcome.........

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