What we learned shipping agentic workflows
“The hardest part wasn’t getting the AI to work or wiring up the Jira API. It was deciding what the pipeline should actually do: what questions to ask, how to score the output, what a…
Predicting IT Failures Before They Occur
Evolution Analytics built a Snowflake-native predictive engine that scores ServiceNow cases in real time, alerting engineers to incidents before they escalate. The result: an estimated $150M in Year-1 savings, 54% faster resolution, and a 38% drop in SLA breach payments.
Month-End Financial Close Goes from Days to Hours
Evolution Analytics replaced a patchwork of Excel files and email chains with an automated financial data pipeline connecting business units to Microsoft Dynamics 365 through Snowflake. Month-end close went from days to hours, with an 80% reduction in manual finance tasks.
Enhancing the Customer Experience and Taming Technical Debt
After rapid growth through acquisitions left this IT services provider with disconnected systems and mounting technical debt, Evolution Analytics implemented a Snowflake-powered data platform that streamlined operations and improved customer portal performance — earning a 93% satisfaction rating among business users.
Predicting Profits with Machine Learning
When a stalled consulting engagement left this real estate acquisition firm unable to automate property bidding, Evolution Analytics triaged the system and built a Snowflake-powered ML engine that scores MLS listings against investment criteria — delivering a 10% increase in profit margins.
Leveraging Snowflake’s Power for Supply Chain Excellence
Aggressive acquisition-driven growth had left this beverage distribution leader with fragmented warehousing, siloed transportation, and outdated analytics. Evolution Analytics applied its EAAdvantage™ Framework to deliver a modern Snowflake platform in a tenth of the time — and ten times more effective than alternatives.
A Future-Ready Data Foundation for a Mission-Driven Organization
A national mental health nonprofit had migrated to a modern Snowflake stack but lacked a unified data model to support enterprise analysis. Evolution Analytics built a scalable Enterprise Data Model that cut Snowflake credit usage 32% and improved data upload efficiency by 92%.
