Data contracts: making source changes safer for the business
How producer-consumer agreements, validation, and controlled changes protect the business decisions that depend on data.
Read insightInsights
Insights and white papers for governed data, analytics, AI, and commerce intelligence.
Topic
Tags
Browse the library
Latest articles and white papers.
Data and AI costs: measure the value, not just the bill
A practical guide to data and AI unit economics: measure accepted outcomes, review effort, quality, and operating costs together.
Read insightAttribution and incrementality: two different marketing questions
Understand attributed performance, experimental lift, and marketing mix modeling so budget decisions use the right evidence.
Read insightFrom customer data to responsible marketing activation
Connect customer identity, preferences, governed audiences, and delivery feedback without treating every record as permission to act.
Read insightBefore an AI agent gets tools, define its authority
How to define agent authority through scoped tools, identity, specific approvals, safe recovery, and accountable operating records.
Read insightForecast accuracy is not enough: evaluate the planning decision
Read forecast bias, error, uncertainty, and business exposure together, with realistic baselines and a practical planning review grid.
Read insightWork with VeriVal
Modernize the data foundation, then make it useful.
Share a reporting gap, integration problem, AI adoption goal, or product idea. We will help shape it into a practical data and intelligence roadmap.
Start a conversation