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How I Used AI and Python to Validate STORIS and Inntopia Data for Planning, Mapping, and Pattern Finding

How I Used AI and Python to Validate STORIS and Inntopia Data for Planning, Mapping, and Pattern Finding

Published 4/11/2026
Thom Zolghadr

I do not dump whole exports into a chatbot. I use an LLM to help write tight Python that answers one question at a time, prove it on a small sample, then run it locally larger data sets. That keeps work repeatable, cuts token cost, and keeps sensitive fields off hosted tools while I plan integrations and product mapping.

SoftwareWeb DevelopmentManagementAI
How I Used AI and Python to Validate STORIS and Inntopia Data for Planning, Mapping, and Pattern Finding
How to Make Plans and Packages Easier to Compare

How to Make Plans and Packages Easier to Compare

Published 9/29/2026
Gabriel Richards

Buyers need clear plan and package choices at the moment they decide. Structured purchase-option data and reusable selection cards present material and plan differences consistently across registration and payment-update flows.

DesignSymfonyUI/UXPHP
How to Make Plans and Packages Easier to Compare
Best Shopify Alternatives for B2B Wholesale 2026

Best Shopify Alternatives for B2B Wholesale 2026

Published 9/5/2026

Adobe Commerce, Shopify Plus, OroCommerce, and more compared for B2B wholesale in 2026, pros, cons, and which platform fits your catalog complexity.

E-CommerceShopify
Best Shopify Alternatives for B2B Wholesale 2026
Where to Place a Call to Action Throughout Your Blog Post

Where to Place a Call to Action Throughout Your Blog Post

Published 7/27/2023

Are you wondering where to place your calls to action in your blog post? Here is a detailed discussion with the key places to incorporate your CTAs for the best results.

Marketing
Where to Place a Call to Action Throughout Your Blog Post
Best Headless Shopify Examples

Best Headless Shopify Examples

Published 12/16/2023

Learn how moving away from traditional commerce to a headless system can enhance your speed, performance, and SEO in these headless Shopify examples.

E-CommerceHeadlessShopify
Best Headless Shopify Examples
Magento 2 Headless PWA: Everything You Need to Know

Magento 2 Headless PWA: Everything You Need to Know

Published 11/17/2023

Headless PWA is a way of building storefronts that enhances the user experience. Discover the meaning of Headless Magento2 PWA and how to implement it.

E-CommerceMagento
Magento 2 Headless PWA: Everything You Need to Know
What Makes Headless Magento 2 the Right Choice for Ecommerce Stores?

What Makes Headless Magento 2 the Right Choice for Ecommerce Stores?

Published 11/8/2023

Learn how Headless Magento 2 works and the qualities that make it ideal for developing ecommerce stores. Discover the best practices for implementing your Magento 2 headless solution.

Web DevelopmentE-Commerce
What Makes Headless Magento 2 the Right Choice for Ecommerce Stores?
Using React’s Context API for Global State Management

Using React’s Context API for Global State Management

Published 1/26/2021

In this article, you will learn about how to use the React Context API for Global State, as well as a few of the alternative methods for implementing global state.

Software
Using React’s Context API for Global State Management
Shopify Category Metafields: The Fields AI Agents Can Rely On

Shopify Category Metafields: The Fields AI Agents Can Rely On

Published 10/28/2026
Gabriel Richards

Product data can start in an ERP, a PIM, a platform migration or a spreadsheet. What matters is landing it in Shopify's standard category metafields, and what to expect when you write to them from outside Shopify.

E-CommerceAIShopifyMagento
Shopify Category Metafields: The Fields AI Agents Can Rely On
Top 5 Reasons to Love the Shopify Dawn Theme

Top 5 Reasons to Love the Shopify Dawn Theme

Published 8/25/2021

In this article, we discuss the top 5 reasons we love the Shopify Dawn Theme. With more updates to the Shopify theme coming soon, there's no reason to wait in order to benefit now.

E-Commerce
Top 5 Reasons to Love the Shopify Dawn Theme
Monolithic vs Headless Magento: Which is Better for You?

Monolithic vs Headless Magento: Which is Better for You?

Published 11/26/2023

Magento offers two architectural ecommerce approaches: Monolithic and Headless. Learn their differences and similarities. When to use monolithic vs headless Magento commerce.

E-CommerceHeadlessMagento
Monolithic vs Headless Magento: Which is Better for You?
Tips for Building Dynamic UIs for Headless Ecommerce with React Components

Tips for Building Dynamic UIs for Headless Ecommerce with React Components

Published 2/12/2024

Learn about dynamic User Interfaces and React components. Discover the tips for building dynamic UIs for headless ecommerce with React components.

E-CommerceUI/UX
Tips for Building Dynamic UIs for Headless Ecommerce with React Components
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