Insights & Resources

Field-tested guidance from our data and AI engineers — written for the teams building production data platforms and AI systems.

AI & Machine Learning

AI Integration in the Enterprise

How to move AI from pilot to production — architecture, governance and the metrics that prove business value.

6 min read · March 2026 Read article
Data Platform

Snowflake Migration Guide

A pragmatic playbook for moving to Snowflake: planning, cost controls, validation and cutover.

8 min read · April 2026 Read article
SQL Server & Databases

SQL Server Indexing: A Practical Guide

Clustered vs nonclustered, covering indexes, index maintenance, and reading the query plan to pick the right index.

7 min read · May 2026 Read article
SQL Server & Databases

T-SQL Performance Tuning

How to find and fix the slow queries that actually hurt — execution plans, statistics and the top offenders.

6 min read · June 2026 Read article
Data Warehousing

Star Schema Design

Why star schemas stay the workhorse of the data warehouse — and how to model facts and dimensions that scale.

8 min read · July 2026 Read article
AI & Machine Learning

AI Use Cases for Business

A practical, ROI-focused guide to the AI use cases that pay off fastest in business.

8 min read · August 2026 Read article
AI & Machine Learning

Building a Business AI Assistant with RAG

Give your team an assistant that answers from your own data — the architecture, the code, and the guardrails.

9 min read · September 2026 Read article
AI & Finance

AI in Finance: Fraud Detection & Forecasting

How banks and finance teams use AI to catch fraud in real time and forecast with confidence — with the code behind it.

8 min read · October 2026 Read article
Engineering & Delivery

What Are Forward Deployed Engineers?

A senior engineer embedded in your team, working on your problem in your context and shipping production software — what the role is and when it makes sense.

6 min read · July 2026 Read article
Engineering & Delivery

Why Forward Deployed Engineers Are Cost-Effective

Scoped to an outcome, not to hours: less rework, faster time-to-value, and a senior engineer who ships with your team instead of around it.

6 min read · August 2026 Read article

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