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...

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.

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.

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.

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.