The Pure Math AI Edge:

Where Mathematics Meets Imagination. We're documenting how data science and generative AI can be used to drive real-world innovation. From one-off projects to full-scale business automations and workflows, we’re building practical, scalable solutions that help our clients reimagine the way they work.

Case Studies

Real solutions for real problems using generative AI.

Part 5: Turning AI into Real Products

Every serious AI product you’ve used that looks simple, looks that way because the people designing it made it that way. The tools we’ve been talking about so far are generalist products for the mass public. But those same tradeoffs break down fast when the use case isn’t a general audience.

Pure Math Editorial

May 239 min read

Part 3: Fan Install or Why is EVERYTHING Called a 2-pin Connector?

But every time you send a prompt, you’re starting from scratch, essentially. The prompt doesn’t retrieve an answer—it triggers a simulation.

Pure Math Editorial

May 84 min read

Part 2: Why Buying a T4 Became the Easiest Option.

What a lot of people don’t realize is that those chat-based tools are just one kind of interface—an application layer—sitting on top of the underlying LLM (or multiple LLMs).

Pure Math Editorial

May 66 min read

Part 1: The Turning Point — When Cloud AI Stopped Making Sense

If you’ve ever tried to run serious AI workloads, you may have noticed… it’s not as seamless as the marketing makes it sound.

Pure Math Editorial

May 25 min read

Case Study: AI-Driven Client Onboarding for Next-Gen Wealth Management

Firms that successfully merge the use of AI technology with human-based support throughout their onboarding processes will have a distinct a

Pure Math Editorial

Apr 83 min read

Manus Test: Research Report on Transforming the SaaS Model with AI

Human Editors Note: We ran a test using Manus to write a research report using a single, simple prompt. " Create a comprehensive research...

Pure Math Editorial

Mar 1915 min read

Silicon Valley’s Shifting Gravity — Exploring Why Chinese Investors Are Turning Inward

Table of Contents Editor's Note: Bias Check Abstract Economic and Investment Shifts Declining Chinese VC Investment in Silicon Valley...

The Professor

Mar 1223 min read

Case Study: Reducing Paperwork Burdens in Japanese Healthcare with Open-Source AI

Physicians and nurses spend hours each day writing and reviewing notes, often with minimal standardization across hospitals. Why?

Pure Math Editorial

Mar 44 min read

Case Study: RFP Writing—The Madness of Manual RFP Processes

Why would anyone still be hiring people to fill out RFPs manually?

Pure Math Editorial

Mar 23 min read

Case Study: Automating Hedge Fund Due Diligence with AI

Given these variations, an off-the-shelf AI model would be ineffective. Due diligence requires tailored intelligence, not generic automation

Pure Math Editorial

Feb 264 min read

Case Study: How Financial Publishers Can Shift AI from an Existential Threat to a Competitive Moat

This shifts AI from a competitive threat to a competitive moat, ensuring that sponsored content remains ...

Pure Math Editorial

Feb 153 min read

Case Study: How Pure Math AI is Advancing AI-Driven Content Marketing

By implementing this AI-powered system, Pure Math AI has significantly enhanced it's ability to generate content.

Pure Math Editorial

Feb 153 min read

Case Study: Alternative Investment Marketing One-Pagers

Creating effective marketing materials for alternative investments is a complex and resource-intensive process. The sophisticated nature of

Pure Math Editorial

Feb 13 min read

Case Study: The Mathematics of Natural Speech - Navigating NLP’s Uncanny Valley

The goal was simple: create Japanese versions of English interview podcasts featuring prominent financial leaders to promote their upcoming

Pure Math Editorial

Dec 3, 20244 min read

"Knowledge is limited. Imagination encircles the world.”

— Albert Einstein