Now-Next-Later
A roadmapping format that organizes initiatives into three time horizons without committing to specific dates. Now items are in active development, Next items are planned soon, and Later items are being explored or researched.
Now-Next-Later roadmaps address a chronic problem with traditional timeline roadmaps: false precision. Committing to specific delivery dates months in advance creates pressure to ship features regardless of whether discovery validates them. By using relative time horizons instead, teams maintain strategic direction while preserving the flexibility to respond to new information.
This format is ideal for AI product teams because the uncertainty inherent in AI development makes fixed timelines unreliable. A model training effort might take two weeks or two months depending on data quality issues discovered along the way. Now-Next-Later lets teams communicate priorities honestly. Growth teams benefit because the format naturally accommodates experimentation: now might include a specific A/B test, next might include scaling the winning variant, and later might include exploring more sophisticated ML approaches. Stakeholders get visibility into direction without the team making promises that AI development timelines cannot reliably keep.
Related Terms
Product-Market Fit
The degree to which a product satisfies strong market demand. Achieving product-market fit means customers are actively seeking, using, and recommending your product because it solves a real and pressing problem for them.
Jobs to Be Done
A framework that defines customer needs as functional, emotional, and social jobs people hire products to accomplish. It shifts focus from demographic segments to the underlying progress customers are trying to make in specific circumstances.
Minimum Viable Product
The simplest version of a product that can be released to test a core hypothesis with real users. An MVP delivers just enough functionality to gather validated learning while minimizing development time and cost.
Minimum Lovable Product
An evolution of the MVP concept that emphasizes delivering enough quality and delight that early users genuinely love the product. It balances speed-to-market with the emotional engagement needed to drive organic word-of-mouth growth.
Design Sprint
A five-day structured process for rapidly prototyping and testing ideas with real users. Developed at Google Ventures, it compresses months of debate into a focused week of mapping, sketching, deciding, prototyping, and testing.
Lean Startup
A methodology for developing businesses and products through validated learning, rapid experimentation, and iterative releases. It emphasizes reducing waste by testing assumptions before building fully-featured solutions.