For the past couple of years, AI in product development has largely been an individual sport. A designer generates mockups. An engineer autocompletes code. A PM drafts a brief. Useful — but isolated. The collaborative muscle that makes great products hasn’t been getting the workout it needs.
That’s starting to change. And analyst firm Constellation Research just put a stake in the ground about why it matters.
In their 2026 Constellation ShortList™ for Collaborative Product Development Solutions, Constellation evaluated more than 40 solutions and selected 12. Miro is one of them.
With this shortlist, Constellation recognizes that the core value is collaboration, not automation. In other words, the biggest gains don’t come from AI that helps individuals work faster — they come from AI that helps teams work better and faster, together.
That resonates deeply with where we’ve been headed. The best products come from teams that share context — customer insights, roadmaps, and design work living in the same space, not scattered across disconnected tools and AI outputs. When everyone sees and works from the same picture, decisions get sharper, iteration gets faster, and what ships matches what customers actually need.
It’s why we built Miro for Product Acceleration — the end-to-end solution teams need to connect strategy to delivery, build the right things, and get more from AI investments.
Teams are already using Miro’s collaborative AI workflows to rethink product development:
- MING Labs used Miro Prototypes and AI Sidekicks to take a client from brief to market in three months — half the typical timeline.
- Voltage Control is using AI Flows and Sidekicks to transform how teams work together — from rapid prototyping to research synthesis, retrospective analysis, and multi-team decision-making.
- Moladin doubled product development productivity by using Miro as a single source of truth to help teams stay aligned, make faster decisions, and iterate with confidence.
- TCS Pace, EPAM, Lufthansa Group’s Miles & More, Medibank, and Proximie are using collaborative AI prototyping to get stakeholders on the same page in hours instead of weeks — validating they’re building the right thing before writing a single line of code.
We’re honored to be recognized in this space — and we’re just getting started. Let’s build what’s next, together! Join us at Canvas 26 in San Francisco, London, Sydney, or Tokyo.
