the analytics vault
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Juliana Jackson

Juliana Jackson

A weekly newsletter on AI, enterprise data strategy, and system-level thinking. Built for operators, not spectators. Click to read Beyond the Mean - A newsletter by Juliana Jackson, a Substack publication with hundreds of subscribers.

7 Resources
3 Categories

Areas of Expertise

Analyst Skill Stack Business Understanding Technology Foundations regression-to-the-mean statistical-concepts data-analysis positioning value-proposition

Analyst Skill Stack

This blog post offers a valuable lesson for analytics professionals: embrace the natural phenomenon of regression to the mean and let it guide your data analysis. By understanding and leveraging this statistical principle, you can make more informed decisions, avoid common biases, and uncover meaningful insights that drive business impact. Whether you're a data analyst, business analyst, or product analyst, this post provides a thought-provoking perspective on how to approach your work with a deeper statistical understanding.

Juliana Jackson May 28, 2025

The blog post explores how AI-driven interactions can inadvertently undermine critical thinking, a key skill for analytics professionals. By understanding the "glazing effect" of AI, data analysts and product managers can learn to leverage AI responsibly and maintain a sharper, more discerning edge in their decision-making processes. This insight is particularly valuable for professionals tasked with extracting meaningful insights from data and driving impactful business strategies.

Juliana Jackson May 28, 2025

Business Understanding

Actionable insights are the backbone of successful organizations, but they're only as powerful as the ownership and action they inspire. This blog post underscores the vital importance of embedding analytics within cross-functional teams, ensuring insights drive real business impact. Marketing analysts, product managers, and brand strategists will learn proven techniques to transform data into impactful decisions that move the needle for their organizations.

Juliana Jackson May 28, 2025

Understanding unit economics is essential for analytics professionals in SaaS and product-driven businesses. This post emphasizes how focusing on granular, per-customer profitability metrics can outlast vanity growth metrics, providing a more sustainable view of business performance. By mastering techniques to analyze customer acquisition costs, lifetime value, and other unit-level metrics, analysts can uncover crucial insights to inform strategic decision-making and drive long-term success.

Juliana Jackson May 28, 2025

This blog post reveals the untapped potential in the "wrapper economy" – the lucrative middle layer where AI-powered tools and services are packaged and sold. Analytics professionals can uncover hidden revenue streams and gain a competitive edge by understanding the dynamics of this rapidly evolving market, leveraging insights on successful monetization strategies and identifying critical points where AI-powered "wrappers" can make or break a business's bottom line.

Juliana Jackson May 28, 2025

Technology Foundations

Knowledge graphs are revolutionizing how we analyze and understand language. By modeling the complex relationships between entities, concepts, and text, these powerful tools enable data scientists, machine learning engineers, and NLP researchers to uncover deeper insights and develop more robust language models. Leverage the power of knowledge graphs to unlock new possibilities in text mining, question answering, and semantic reasoning, transforming the way you approach natural language processing challenges.

Juliana Jackson May 28, 2025

While large language models have impressive capabilities, they are not a panacea for all data challenges. This blog post underscores the importance of understanding the limitations of these models and leveraging specialized techniques and tools to tackle complex data problems effectively. Data professionals, including data engineers, analysts, and business intelligence analysts, can benefit from this insight to optimize their data management and analysis workflows.

Juliana Jackson May 28, 2025