Zebra3 Investments & Consulting

10/22/2026

Data on AI ROI

AI really is improving productivity but are we converting it into production? Are workers doing more with time gained or taking it off? Strategic Planning Assumptions are assuming By 2028, 70% of AI initiatives will underdeliver, according to Gartner®. That’s not because of model limitations, but because business units lack the capacity to operationalize them. The problem often starts with how organizations prioritize AI....

AI really is improving productivity but are we converting it into production? Are workers doing more with time gained or taking it off? Strategic Planning Assumptions are assuming By 2028, 70% of A…

10/22/2026

7-lessons-on-pharma-data-quality-and-digital-transformation-from-sakara-digital

When media and conventional wisdom feels pharma and bio-tech go unregulated and are out of control-- here are experienced examples / learnings from experienced experts at regulatory compliance and processes [email protected]

When media and conventional wisdom feels pharma and bio-tech go unregulated and are out of control– here are experienced examples / learnings from experienced experts at regulatory compliance…

09/29/2026

Generative AI Risk Management: Prompt Leakage, Model Memorization, and Output Accountability

Most life sciences AI governance frameworks were written for predictive models and do not address the risks that are specific to generative AI. This article works through five of them with a control set for each: prompt and context leakage, including vendor logging, human review programs, subprocessors, data residency, and what an enterprise agreement actually promises versus a consumer tier; training data memorization and extraction, with a precise account of what the research measured and why the risk profile differs between a hosted model and a model fine-tuned on your own corpus; prompt injection and indirect prompt injection through retrieved documents, the risk most GxP retrieval-augmented generation designs underrate; output accountability, meaning who signs a generated document and what the signature attests to; and provenance and disclosure....

08/15/2026

Customer service leadership- execute the Golden Rule

08/12/2026

Motivate the Team. Develop Positive habits plus 9 Critical Elements of a Productive Company

  Motivate the Team. Develop Positive habits If you’re a coach, you’ve got to engage the person, get them enthused about achieving the goal of change. Here it helps to draw on their dreams, th…

08/12/2026

6 Uncommon & Desirable Rules of Conduct

6 Uncommon & Desirable Rules of Conduct 1 -Don't Complain: Keep your feelings to yourself. Do what you need to do and stay happy while doing it. 2 -Believe in Yourself: Even if others say you can't do something, trust that you can. Ignore what they think and go for it. 3 -Say Sorry When You’re Wrong: Everyone makes mistakes. When you mess up, admit it quickly....

6 Uncommon & Desirable Rules of Conduct 1 -Don’t Complain: Keep your feelings to yourself. Do what you need to do and stay happy while doing it. 2 -Believe in Yourself: Even if others say…

08/10/2026

How you present matters.

08/10/2026

08/06/2026

You push the button, we do the rest. - Kodak 's 1st -ever slogan.
The public is always looking for "easier", but only sustained trustworthiness lasts.

08/06/2026

Made in China 🇨🇳 is more common than ever and growing. China produces more agriculture, more students, more Outer-Space resources than ever. Yet, people there don't like it, and want to leave. They're comin' for ya. Review charts for intriguing details.