What ships with the work
We sell engagements, not software. But three named capabilities ship with the work, and a buyer can ask for each by name. All three run on your data, inside your environment, and stay with you after handoff.
Three names, one stack
Groundwork lays the foundation, Insights reads it, Provenance proves it, and that is why the AI on top can be trusted. Each stands on its own; together they are one architecture.
- every run, stage by stage
- every check, with its evidence
- every number, traced to source
Signal Forward Groundwork
The data foundation
The governed lakehouse we design and build in your cloud, on Azure, Databricks, or Google, with every layer transition validated and recorded. We work inside clients' warehouses today; you own the platform, the code, and the definitions.
Signal Forward Insights
The reporting layer
One source of truth, many lenses. Role-specific views computed directly from source data elements rather than vendor rollups, scoped to the person reading them, with every access audited. The AI writes the story; the engine computes every number.
Provenance
The audit surface
The running record of what an automated model did: every stage it ran, every check it passed, and how each number traces back to source. It is how a controller, a committee, or an auditor verifies the model themselves.
They share one discipline: numbers computed from source through documented, versioned logic you can inspect and keep. Groundwork holds the model, Insights shows you what the business is doing, and Provenance shows you what the model did. None depends on the others; each makes the others easier to trust.
The demos run on synthetic data
All of this is more convincing in motion. Book an intro and we will walk you through a run, a scorecard, and a close.