Build a stronger record behind every decision

The direction is consistent: connect existing data, make answers inspectable, keep human judgment in the loop and measure what happened. Here is the current foundation and where we are investing next.

Available today

Account and workspace access
Create an account, select a workspace and project, and begin a bounded workflow. Membership and resource permissions determine what each caller can use.
Connected data and workflows
Install plugin capabilities, define source or destination endpoints, and author pipelines in plain language. Review, validate and save changes before a separate execution.
A shared model and evidence queries
Version entity definitions, bind data sources, map records and publish query releases that consumers can inspect.
Predictions and outcome evaluation
Configure forecasters, run predictions, inspect evidence and cost, and record observed outcomes to evaluate the track record on your data.
AI assistant access
Connect a compatible assistant through MCP using the workspace’s authentication, scopes and tool permissions.

Development priorities

These priorities describe the direction of development. They are not release dates or promises that every connector supports every operation.

Connector depth
Broader and better-tested support for the source and destination systems customers actually use, with explicit read modes and write behavior.
Clearer review and recovery
Make version changes, evidence gaps and operating failures easier to inspect so teams can decide what to fix and what to rerun.
Measured operational predictions
Improve workflows around real historical tests and observed outcomes rather than publishing unsupported accuracy claims.

Help shape the next workflow

Tell us which systems hold your data, what operational decision you need to improve and how your team checks the answer. A concrete workflow and evaluation plan help us decide what to build next.

For current setup and contract details, use the documentation ↗. Priorities can change as customer needs become clearer.

Discuss your workflow