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AnyDataTech Insights

Useful thinking for real data work.

Practical perspectives on building reliable foundations, connecting analytics to decisions, and making measurement more useful.

Retail Intelligence/

Retail Site Selection: How to Choose Better Store Locations

A practical retail site-selection framework combining catchment demand, competition, accessibility, store economics, and post-opening performance.

Read more 9 min read
Location Intelligence/

From One-Off Geofences to Reusable Place Intelligence

Learn how reusable geofences turn scattered map drawings into governed place records that improve OOH planning, measurement, and comparison.

Read more 8 min read
Data & AI/

Why a Data Catalog Is Not Enough for AI

A data catalog helps AI find assets, but reliable answers also require business definitions, governed metrics, quality signals, and usage context.

Read more 8 min read
OOH Measurement/

How to Measure Place-Based OOH Beyond Impressions

A practical framework for measuring place-based OOH with reach, frequency, footfall, audience fit, time patterns, and transparent comparisons.

Read more 9 min read
Data & AI/

How to Make Business Metrics Ready for AI Assistants

Learn how to define, govern, test, and expose business metrics so AI assistants can answer questions consistently and show their working.

Read more 8 min read
Applied AI/

Why Traditional ML Solves Most Company Problems

Most business problems do not need exotic AI. They need clear labels, strong features, and a model that people can trust and operate.

Read more 7 min read
Analytics Practice/

A Practical Comparison of Popular Visualization Tools

Tableau, Power BI, Looker, Metabase, and Superset all solve different parts of the analytics problem. The best choice depends on governance, audience, and workflow.

Read more 8 min read
Data Culture/

The Mindset Shift Required to Build a Data-Driven Culture

Data-driven culture is not about adding more dashboards. It is about changing how teams make decisions, define success, and disagree productively.

Read more 7 min read
Data Strategy/

What Belongs in the Data Context Layer

A useful data catalog is more than a searchable index. It is the context layer that helps people trust, find, and use data.

Read more 6 min read
Location Intelligence/

Placement Intelligence as a Practical Use Case

Why placement intelligence is a strong early use case for a data product, and how it turns spatial signals into decisions teams can act on.

Read more 5 min read
Business Intelligence/

How StickEarn Built a Shared Business Intelligence Foundation

A practical look at how StickEarn moved from siloed reporting to one company-wide dashboard built on Airflow, Airbyte, BigQuery, and Metabase.

Read more 8 min read
Data Strategy/

Why Metadata Management Is the Real Multiplier

Metadata is what turns scattered data into something people can actually trust, search, and reuse.

Read more 5 min read
Workflow Automation/

n8n Implementation: From Repetitive Tasks to Reliable Workflows

A practical guide to designing n8n automations that connect business systems, handle failure, and remain useful beyond the first demo.

Read more 8 min read
Data Strategy/

How to Build a More Reliable Data Foundation

A practical framework for improving ownership, definitions, and trust before adding more tools.

Read more 6 min read
Decision Making/

Why Analytics Projects Fail to Create Business Impact

The recurring gap between a technically correct output and a decision people can confidently make.

Read more 5 min read
Applied Analytics/

Measuring Outdoor Advertising with Mobility Data

How location signals can make campaign measurement more grounded, useful, and transparent.

Read more 7 min read
Analytics Practice/

From Reporting to Decision Intelligence

Moving beyond passive dashboards toward systems designed around concrete business decisions.

Read more 4 min read