The AI/ML Tool Evaluation Template: A Guide to Smarter Selection

Feb 24, 2025 by Wayne Eckerson and Abdul Fahad Noori in Data Strategy Insider

ABSTRACT:

This article breaks down the evolving landscape of AI/ML platforms, from AutoML to full-stack AI workbenches, and provides a structured tool evaluation framework to cut through vendor ambiguity.

AutoML Evaluation Worksheet & Scorecard

Feb 24, 2025 by Wayne Eckerson in Data Strategy Insider

ABSTRACT:

The AutoML Evaluation Worksheet & Scorecard provides a practical framework for assessing platforms based on usability, model diversity, security, integration, and deployment flexibility. By assigning weighted scores, teams can make objective, data-driven decisions and validate solutions...

Dashboard Evaluation & Scorecard Worksheet

Feb 24, 2025 by Wayne Eckerson in Data Strategy Insider

ABSTRACT:

The Dashboard Evaluation & Scorecard Worksheet provides a step-by-step framework to compare tools, assign weighted scores, and ensure alignment with business and IT priorities.

Eckerson Group’s Product Evaluation and Selection Methodology

Feb 24, 2025 by Wayne Eckerson in Data Strategy Insider

ABSTRACT:

This article outlines Eckerson Group’s methodology for evaluating and selecting a data & analytics product, whether that’s a data platform, a data catalog, analytics platform or any other tool.

The Buyer’s Guide to Selecting the Right Enterprise Data & Analytics Tool

Feb 24, 2025 by Wayne Eckerson and Abdul Fahad Noori in Data Strategy Insider

ABSTRACT:

This guide provides a step-by-step framework to assess vendors, align priorities, and make informed decisions about enterprise data and analytics tools.