Roadmap

What we are building

No dates, no promises. This is an honest view of what is live, what is actively in progress, and where the platform is heading.

Now Live and working

Explore mode

Ask plain-language questions across disasters, demographics, economics, and risk. Get answers directly on a map without building a GIS workflow.

Published data packs

10 QA-gated packs covering 7 disaster categories, UN development indicators, global economic data, and more. Each pack passes source validation and coverage checks before release.

Browse packs

Cross-domain queries

Move across hazard, demographic, and economic layers in one conversation. Ask how disasters relate to population density, economic conditions, or development indicators.

Free hosted access

Open the app without setup. No account required to start exploring. The starter catalog is available immediately.

Open the app

Research mode

Account-based corpus management is live. Build a named corpus from published packs on your account page, load it in the app, and ask analytical questions against that data.

Learn more

Self-host and local deploy

The engine is open source. Run your own instance, bring your own data, and use your own LLM key via GitHub.

View self-host docs

Next Actively in progress

More packs

Additional source families are working through the QA pipeline. Demographic coverage, country-specific data, and expanded global indicators are in review.

See what is published

Research workspaces

Deepen the Research workspace with stronger memory, bounded artifact tools, and the ability to reopen and continue a prior analytical session.

Accounts and pack entitlements

User accounts that track access, credit balance, and which packs are available to a given session. The control layer for the hosted access model.

Later Designed, not yet built

Ops mode

A focused live-conditions view for active events and operational monitoring. The map narrows to a geography or event and surfaces real-time signals alongside historical context.

Mobility data

Flight routes, shipping lanes, and satellite tracks as queryable data families. Designed to fit the same schema model as existing disaster and indicator packs.

Improved rendering

GPU-accelerated overlays, particle effects, and higher-fidelity visual modes layered on top of the existing map without changing the data model.

Partner and embed deployments

Constrained versions of the engine for specific geographies, organizations, or problem domains. Same engine, reduced scope, custom catalog.

How this works

Packs go through a QA pipeline before they are published. Modes are designed before they are built, then promoted onto the public roadmap once the workflow is real enough to describe honestly. The roadmap reflects real internal priorities, not aspirational marketing.