Early results reported from an enterprise engagement where the approach is in production use — cutting engineering effort by up to 40% and delivering insights faster.
Measured against the same team's traditional, manual workflow
The traditional workflow is linear, with several human-led steps performed iteratively. The accelerated path keeps humans on decisions and hands the heavy lifting to the agents
Understanding requirements and data sources, finalizing KPIs against business rules, designing scalable data models, and operationalizing the pipeline stay with your team.
Defining transformations, writing SQL, and testing — the iterative middle of the workflow — are handled by the STTM Generation and Code Generation agents, with quality checks run natively.
Code and business-rule documentation is generated through native capabilities at every step — not written up manually after the fact.
Human-in-the-loop at every step. Validation at each step keeps outputs valid, accurate, and aligned to enterprise standards — nothing advances without review.
Talk to us about what a run would look like on your engagement — with full per-stage cost reporting from day one.
Get in Touch