About

Why Irvine Analytics exists

We exist so enterprise teams can own their reporting instead of renting it at every layer. Our expertise is the systems and the model underneath, including the semantic layer that defines every number once, built for a fraction of what software vendors or large consulting firms charge.

How we operate

Six things every build is held to

Integrity firstA fixed price in writing before any build starts, and no surprise invoices after.
On time, as contractedEach phase lands on the date in the contract, and you sign it off before the next one starts.
Spend fewer tokensA small language model reuses what it has already read, so the cost of answers stays low as use grows.
Tied to the source, every loadTotals and row counts are checked against your systems, and a failed check stops the load.
Safe to rerunEvery load is idempotent: run it twice and nothing is counted twice.
Simple, and built to scaleOne model and few tools, handed over with runbooks. It starts with one module and grows to every system.
Who we are

About the founder

Nikhil Shah, founder of Irvine Analytics
Nikhil ShahFounder, Irvine Analytics LLC
LinkedIn profile

More than 15 years in analytics, from financial analysis to the data, models and reporting behind finance, supply chain, insurance, telecom, retail and restaurant businesses. The work spans Microsoft, Oracle, Google Cloud, Snowflake and Databricks.