Guides
Practical writing from our engagements on data platforms, master data, analytics, and AI in production.
Modernizing Informatica PowerCenter: what to settle before you convert a mapping
Most PowerCenter programs start by converting mappings. Here is what to settle first, covering what really runs, where the logic lives, how to prove the new pipelines match, and how you will operate them.
GuideCheck the data before you fund the project
Data and AI projects are often approved on a slide and discover the data problems weeks into the build. A short readiness check on the real data behind one decision avoids that.
GuideProve your match rules before you configure an MDM platform
Most master data programs find out whether their matching works months in, after the platform is set up. Here is how to test match rules on a sample of your own records first.
GuideHow to test a GenAI assistant before every release
Prompts, models, and retrieval settings change all the time, and most teams judge quality by trying a few questions. A test set written by your experts, run on every change, catches problems before users do.
Have a problem like these?
Tell us the business decision you want to improve. We will tell you what the first step would be and whether we are the right fit.