What Is Jev AI? TypeSafe's System One Model, and Where It Fits in an Agent Harness

What Jev is, how it plugs into a LangChain agent loop, and which decisions to hand it first, from a team that builds agent harnesses in production.

Matt Payne

September 23, 2026

Building a GPT-3 Call to Action Generator Tool that constantly improves

Let's build a custom CTA generator that you'll actually want to use for your website copy

Matt Payne

August 15, 2023

Processing Master Service Agreements With Multi-Task GPT-3 Model for Blended Summarization & Dynamic NER

We’re going to look at how we built a state of the art NLP pipeline for blended summarization and NER to process master service agreements (MDAs) that vary the outputs based on the input document and what is deemed important information.

Matt Payne

August 21, 2023

Purchase Order vs. Invoice: A Deep Dive on Similarities and Differences

Get a comprehensive overview of a purchase order vs. invoice, including when businesses use each, what information goes in them, and more.

Karthik Shiraly

September 22, 2022

Automatically Categorize Products To Google Shopping Categories in 4 Steps using Ai

Learn what Google Shopping categories are used for and how you can automate fitting products to this taxonomy using ai.

Matt Payne

September 12, 2022

Automatically Categorize Products To The Shopify Product Taxonomy in 4 Steps

Automatically categorize your Shopify store products to the Shopify Product Taxonomy instantly with ai based PIM software

Matt Payne

September 9, 2022

Ai Enhanced Product Information Management - How We can Automate PIM

Product information management (PIM) is one of the most important data management tasks for ecommerce and online retailers. Let’s look at what product information management is and how we can use artificial intelligence (AI) to optimize PIM tasks.

Matt Payne

February 10, 2025

Use Automated 3-Way Invoice Matching to Streamline Your Accounting Practices

Dive deep into 3-way invoice matching, including how it works, eight benefits for your business, and the problems with doing it manually.

Karthik Shiraly

September 2, 2022

How Computer Vision in Agriculture Is Boosting Productivity and Yields

Smart farming using computer vision and deep learning provides the most promising path forward in the slow-moving industry of agriculture.

Matt Payne

December 21, 2025

Building an NLP legal clause rewriter that improves clause clarity and reduces risk | Case Study

How we leveraged large language models to build a legal clause rewriting pipeline that generates stronger language and more clarity in legal clauses

Matt Payne

August 15, 2023

Automated Information Extraction using Ai Based Loan Processing Automation

Using ai for document information extraction to automate various parts of the loan process.

Matt Payne

August 8, 2022

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