Blog

Notes from the build.

Where AI pays back, where it doesn't, and the boring engineering in between. New posts most weeks.

41 posts

Voice AI

The 9pm missed call is the whole business

Nobody has ever paid us for a website. They pay because the missed call at 9pm has to turn into a booked consult. That's it. That's the whole business case, and if you build anything that doesn't end...

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AI consulting

What 'AI Consulting' Actually Looks Like

"AI consulting" became a category overnight. Every firm has the page. Most of the pages describe the same eight things. Most operators, after reading a few, can't tell the difference between any of th...

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Custom software

From Generic SaaS to Custom Systems - A Migration Playbook

Deciding to move off a generic SaaS platform is the easy part. The hard part is doing it without breaking the business that the platform—warts and all—is currently holding up.

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Build vs buy

Build vs Buy in the Age of LLMs

The build-vs-buy conversation used to be reasonably simple. If a problem was generic, you bought it. If it was specific to your business, you built it. The economics held for decades.

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Internal tools

Internal Tools - The Most Underrated Lever in a Growing Business

There's a strange asymmetry in how operators think about software. They'll happily spend $200k a year on a marketing platform that produces measurable revenue. They'll resist spending $50k on an inter...

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Lead generation

Where Your Lead Pipeline Actually Leaks (And How AI Fixes It)

Most operators we work with already have a marketing budget. They're getting leads. They're spending real money to get those leads. And yet, sit with their team for half a day and you'll see what they...

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AI pilot

How to Run an AI Pilot Without Burning Your Team Out

There's a specific pattern we see when an AI initiative goes sideways inside an operating business. It rarely looks like a technical failure. It looks like exhaustion.

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AI agents

AI Agents for Operations - Beyond the Chatbot Hype

In 2025, "AI agent" meant a chatbot with a system prompt and access to a calculator. In 2026, the term has been stretched so far it's nearly meaningless. Every vendor sells one. Every demo looks ident...

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SAAS

The Hidden Cost of SaaS Sprawl - And How to Get Out

Every operator we sit down with eventually pulls up the same screen: a spreadsheet of monthly SaaS subscriptions. Some of the line items they recognize. Some of them they don't. Almost all of them hav...

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Custom software

Custom Software vs Off-the-Shelf - How to Choose for Your Business

There's a familiar moment every operator hits: the platform you bought three years ago no longer fits how your business actually works. You keep paying for it because moving is painful. The workaround...

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AI

Where AI Actually Pays Back - An Operator's Guide

If you run a business doing real numbers every month, you've already been pitched on AI more times than you can count. The question stopped being "should we use AI?" a year ago. The real question is s...

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Lumina

Spring 2026 - What's Next at Lumina

As we head into spring, we’re doubling down on the themes that have been central to our work: agentic AI that’s safe and reliable, and React Native apps that are fast and maintainable.

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Tell us where the money leaks.

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