Planning poker for teams using AI coding tools

Token Poker is for agile software teams, product teams, engineering teams, scrum masters, and tech leads who use AI coding tools in sprint planning and backlog refinement. If AI is part of how your team ships, your planning should account for it.

Create a shared planning poker room and drop the link into Slack, Teams, or wherever your team coordinates. For each ticket, everyone votes on a story-point estimate and a token estimate. On reveal, both are shown at once, so the team can talk through delivery complexity and AI consumption in the same conversation.

The result is a sprint planning session that shows not only how hard a task is, but also how expensive or AI-heavy it may become — and planning data that stays useful for budgets, tooling decisions, and future automation.

The token estimates you capture are not just a meeting artifact. They become inputs for prioritization, AI budget forecasting, and deciding which workflows are worth automating next. Planning guesses turn into a reusable signal about where AI cost concentrates in your backlog.