Resources

Guides and articles on AI data analysis, agentic analytics, and getting more out of your data.

10 Business Intelligence Best Practices for 2026

10 Business Intelligence Best Practices for 2026

22 min read

Ten business intelligence best practices on governance, data quality, reproducible analysis, and AI-assisted work, with examples and checklists.

Data Profiling Software: A Researcher's Practical Guide

Data Profiling Software: A Researcher's Practical Guide

16 min read

Learn what data profiling software does, which features matter, and how researchers use it to validate datasets before analysis, ML, or publication.

SaaS Based Data Analytics Platform Guide

SaaS Based Data Analytics Platform Guide

18 min read

Evaluate a SaaS based data analytics platform for research. Compare agentic AI workflows, security, and reproducibility against traditional cloud tools.

On Device Data Analysis for Researchers: Keep Provenance Intact

On Device Data Analysis for Researchers: Keep Provenance Intact

Learn how researchers keep sensitive data on device, preserve provenance, and use agentic analytics for reproducible research workflows with PlotStudio AI.

Product Manager Analytics: A Practical Guide

Product Manager Analytics: A Practical Guide

13 min read

Master product manager analytics with practical frameworks for metrics, funnels, and experiments. Learn how to turn data into product decisions.

Data Democratization With AI: 17% Revenue and Reproducible Research

Data Democratization With AI: 17% Revenue and Reproducible Research

Leaders can pair MIT CISR structures, NIST AI RMF governance, and PlotStudio AI agentic analytics to widen trusted data access and keep research reproducible.

Data Collaboration Platform: A Practical Research Guide

Data Collaboration Platform: A Practical Research Guide

16 min read

A data collaboration platform helps researchers share, govern, and reproduce analyses. Learn core features, security models, and an evaluation checklist

Local Models: 3 Runtimes for Reproducible Research

Local Models: 3 Runtimes for Reproducible Research

Learn how local models support private, reproducible research, compare three runtimes, and use PlotStudio AI for agentic analytics built for researchers.

Snowflake Semantic Layer: What It Is and How It Works

Snowflake Semantic Layer: What It Is and How It Works

13 min read

Master the Snowflake semantic layer with Semantic Views. Learn architecture, SQL syntax, Cortex integration, and practical implementation

AutoML vs. Statistics for Researchers: Prediction Is Not Causation

AutoML vs. Statistics for Researchers: Prediction Is Not Causation

See when statistics supports causal inference and AutoML improves prediction, with PlotStudio AI adding reproducibility, validation, and agentic analytics...

Generative AI for Analytics: A 2026 Guide

Generative AI for Analytics: A 2026 Guide

15 min read

See how generative AI for analytics powers multi-step research and agentic workflows. Get productivity evidence and verification practices.

Secure Client Data Analysis for Researchers: Private, Reproducible

Secure Client Data Analysis for Researchers: Private, Reproducible

Learn how researchers keep data local, preserve links through pseudonymization, and use FAIR metadata and audit trails with PlotStudio AI's agentic analytics.

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