Skip to content

Data, Analytics, and AI

One of the featured categories on All Things Insights is our Data Science and Analytics Strategy page which features a range of helpful information for the insights professional. This includes strategy, business value, insights and analytics, data democratization, data governance, artificial intelligence, predictive modeling, and other talent and tools subjects. The data science and analytics strategy section further looks at insights and metrics tied to strategic business goals, data quality and literacy, and other foundational knowledge for the insights expert and novice alike.

A data science strategy is a comprehensive plan or framework that outlines how an organization intends to leverage data science techniques, methodologies, and technologies to achieve its business objectives and goals. It involves defining the purpose, scope, goals, and methods for utilizing data science to drive decision-making, innovation, and value creation within the organization. A well-defined data science and analytics strategy aligns data initiatives with the overall business strategy and ensures that data-driven insights are harnessed to gain a competitive edge.

Key components of a data science strategy may include business objectives and goals, data collection and quality, data management, data analysis and modeling, talent and skill development, technology infrastructure, data governance and ethics, and stakeholder engagement. A well-executed data science and analytics strategy can help organizations unlock the full potential of their data assets, make informed decisions, uncover valuable insights, and innovate in ways that drive growth and competitive advantage.

Articles

A marathon with running woman in the lead, hand with stopwatch in the foreground).

Balancing AI and Empathy for Global Impact

Kasey Griesmer, Director of Global Consumer Insights and Analytics, New Balance, was on hand at TMRE 2025 to discuss with All Things Insights how bran...
Graphic of businessman holding a light bulb in palm of hands, with arrows branching off in all directions.

Judgment Is the Scarce Resource in Data Science

Most data science failures are not technical failures. They are judgment failures. Technical excellence is table stakes… but executives should evalu...
A sketch of a human brain showing the left analytical side with math equations and the right creative colorful side.

Striving to Create Human Insights, Part 2

Are you AI obsessed or human insights-powered? Or perhaps there is a balance of both methodologies in your personal and professional lifestyles. In th...
An AI-like brain on a computer board or circuit chip.

Empowering Human Insights Amid AI Obsessions, Part 1

In this interview, All Things Insights engages with Mohan Nair, CEO of Emerge Inc., about his latest book, Unreachable: How Not to Lose Your Mind in a...
A row of mannequin call center agents with headsets and laptops.

Accelerating Insights into Business Applications

In this interview from TMRE 2025, consultant and educator Yogesh Chavda, Former Instructor, University of South Carolina's Darla Moore School of Busin...
Futuristic AI/humanoid head with human hand touching it, electric currents between them.

Trusting AI-Assisted Research for Brand Decisions

Marketers today face mounting pressure to make faster, more accurate decisions. But can AI—a tool often seen as a double-edged sword—be trusted to...