Walt

Challenge

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As a CDO, your team is constantly evolving your data models, pipelines, and business definitions. But with every schema change, model version, or metric update, there’s risk:

Silent regression in dashboards
Misalignment in business metrics across teams
Fragile SQL logic that breaks under change
Lack of visibility into where data definitions diverge

Even with well-managed tools like dbt or Looker, semantic drift and downstream trust erosion are constant threats.

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How Walt Helps

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Walt deploys a context-aware agentic layer that continuously observes, evaluates, and adapts to changes in your data environment — giving you confidence that insights stay accurate, verified, and explainable across your org.

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What Walt’s Agentic System Does for CDOs

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Capability	How It Helps
Semantic Layer Inference	Walt agents automatically extract table relationships, joins, and column intent to define business-ready layers.
Metric Definition Management	Walt maintains and adjusts metric logic as upstream models change — ensuring downstream consistency.
Regression Monitoring	Walt tracks schema drift, model updates, and business logic changes — flagging risk and running validation.
Evaluation Engine	100+ question suite ensures SQL accuracy, cost efficiency, and answer consistency over time.
Explainability	Every answer comes with transparent SQL and definition lineage, reducing black-box concerns.

Sample CDO Workflow

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Scenario:

Your data team modifies the core LTV model to account for discounting behavior in a new product line.

With Walt:

Walt agents detect the metric shift and identify affected downstream queries.
A regression-aware loop flags differences in historical LTV trends caused by the new logic.
Walt prompts a human-in-the-loop review and offers side-by-side comparison of before/after logic.
Finalized logic gets verified against expected test cases and rolled out confidently across teams.
No broken dashboards.
No conflicting definitions.
CDO confidence in metric trust and change governance.

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Drive Trusted, Scalable Data Intelligence with Agentic AI