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Evidence-Based Playbooks

Short Guides on How We Deliver Results.

Clear, jargon-free breakdowns of how we cut costs, speed up data, and automate engineering, complete with benchmark notes and executive takeaways.

PLAYBOOK 01 · PUBLISHED JAN 15, 2026

How We Cut Overnight Data Loads from 14.5 Hours to 3.5 Hours

How replacing legacy scripts with our 300,000 records/sec streaming engine cut hardware usage by 90% and delivered morning reports on time.

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PLAYBOOK 02 · PUBLISHED FEB 10, 2026

Unlocking +40% Database Capacity Without Buying New Hardware

How we tuned a 10-node Oracle Exadata cluster to save 5 hours/day and cut 130-hour queries down to under 2 minutes.

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PLAYBOOK 03 · PUBLISHED MAR 05, 2026

Inside Our AI-Assisted Data Factory & 6-Minute Releases

How combining safe AI Skills, FastMCP tools, and pre-approved cloud images cuts release cycles from 6 weeks to 6 minutes.

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