Product roadmap

What KnowsYou can do now—and what we are exploring.

This page shares direction, not a delivery schedule. Next identifies selected work without a promised date; Exploring does not mean an idea is committed or in development.

Roadmap status

Available · Next · Exploring

We do not publish release dates until the team is prepared to stand behind them. Last updated 22 July 2026.

Available

The current limited preview.

These are product capabilities, not future concepts.

  • Conversation-first capture for supported meals, activities, habits, goals and treatment routines
  • Approximate meal records from descriptions or photos, with review and correction
  • Health-document organization and source-based context
  • Inspectable active memories and requests to remove them from future context
  • A direct WHOOP integration for supported recovery, sleep, strain, workout and body data
  • An English interface with conversations in a preferred language, with quality varying by language and input
See the product

Start with the actual workflow.

The feature pages describe what the preview supports and where estimates, review and safety boundaries apply.

Explore current features

Next

Selected directions, without promised dates.

These areas are considered the next useful product work. Scope and order can still change.

Next

Conversational first-run setup

A short agent-led onboarding that asks a small set of questions and saves only confirmed preferences.

Next

A dedicated integration-request flow

A structured way to name a device or service, the useful data and the intended workflow without promising automatic prioritization.

Next

Clearer nutrition-data attribution

Verified sources and durable field-level provenance before the interface claims where each visible nutrition value came from.

Next

Periodic summaries and check-ins

Carefully scoped weekly views that summarize logged information without inventing causal health conclusions.

Exploring

Directions that may make tracking easier.

Scope, priority and implementation can change as we learn from real use.

Exploring

More connected data sources

Additional wearables and services where the data, permissions and maintenance burden fit the product.

Exploring

Planning before logging

Reusable meal plans, easier confirmation of a planned meal and shared shopping context for people who want more structure.

Exploring

Household spaces

Clear, separate records for family members—and potentially pets—without mixing identities or wellness histories.

Exploring

More interface languages

Localized application screens in addition to the multilingual conversation already available in the agent.

A request is input, not a promise

Signed-in users can ask the agent to report a missing capability when the feedback channel is available. A delivered request helps the small team understand demand, but it does not automatically enter the roadmap or receive a delivery date.