Practical writing on AI, software, and the industries we build for — RAG, agents, private LLMs, PropTech, construction, and more.
Most med spa marketing lists are twenty tactics with no order and no cost attached. These nine are ordered by return per dollar, and the first four don't need an ad budget.
A concierge wellness practice came to us with a marketing problem. It wasn't a marketing problem. Here are the four leaks we found between the phone, the website, and the EHR.

Everyone is talking about agentic AI, but few explain what it actually is or when it's worth building. Here's a plain-English guide for teams deciding whether to invest.

Generative AI and agentic AI get used interchangeably — they shouldn't be. One produces content; the other pursues goals and acts. Here's the difference that changes what you build.

Demos are easy; production is hard. Here are real patterns for AI agents that run reliably in enterprise workflows — and the engineering that keeps them trustworthy.

Our AI Concierge doesn't just answer FAQs — it handles maintenance requests, manages lease renewals, and coordinates vendor scheduling. Here's how we built it and what it means for property managers.

Public AI APIs aren't built for regulated industries. Here's why every investment bank, hedge fund, and advisory firm should be deploying private language models — and what the architecture actually looks like.

A regional general contractor could only bid on 15-20% of available projects. We built an AI system that changed that. Here's the full case study — challenges, architecture, and results.

A deep dive into how we built QuoteApp — an AI-powered quote automation system that replaced manual email parsing, product lookup, and discount calculation for a national waterworks manufacturer.

Retrieval-augmented generation sounds simple in demos. In production — with messy documents, compliance requirements, and users who need citations — it's a different story. Here's what we've learned.

Enterprise platforms want 500+ units. Basic tools can't scale past 20. There are 8 million rental units managed by landlords with 10-100 units — and nobody is building for them. Until now.

Fake identities, falsified pay stubs, and AI-generated documents are making traditional screening obsolete. We break down the new threat landscape and how multi-source verification catches what humans miss.

Everything you need to know about Ratio Utility Billing Systems — how they work, state-by-state legality, allocation methods, and why automating RUBS saves landlords 4+ hours every month.

We launched 4 SaaS products in under a year. Here's our stack, our process, and the hard-won lessons about what actually matters when building production software fast.