---
title: "Insights on AI Strategy & Implementation | Rose Point"
description: "Practical writing from Rose Point on implementing AI: where to start, build vs buy, encoding operator knowledge, acceptance tests, and taking organizations from no AI to AI-native."
canonical: "https://rosepoint.ai/insights/"
---
Insights

# Field notes on putting AI to work.

Practical writing on where AI creates real leverage, how to decide what to build versus buy, and how to deliver systems people actually trust.

Latest

## Writing from the work.

[

October 8, 2026

## How to Get Your HVAC Business Ready for Google's AI Booking Calls

Google is building a way for homeowners to have it call local shops for pricing and availability. Seven steps so your shop gets the call answered, priced and booked.

Read 

](/insights/hvac-google-ai-booking-calls/)[

June 28, 2026

## The Knowledge That Was Never Written Down

Enterprise search and copilots can only retrieve what is already documented. The knowledge that actually runs a business is tacit — never written down — and capturing it is a different discipline entirely. Why the real AI advantage is the knowledge no connector can reach.

Read 

](/insights/knowledge-never-written-down/)[

June 20, 2026

## Build vs Buy AI Tools: The Line Has Moved

For years the safe answer was buy unless it is your core differentiator. AI has lowered the barrier to building, while the hidden cost of off-the-shelf software — the 50 to 80 percent fit problem — never went away. Here is how to decide now.

Read 

](/insights/build-vs-buy-ai-tools/)[

June 10, 2026

## Where to Start With AI: Begin With the Workflow, Not the Tool

Most AI initiatives stall because they start with a tool instead of a workflow. Here is the order of operations that actually gets AI into production — and why the Context Layer comes first.

Read 

](/insights/where-to-start-with-ai/)

Next step

## Ready to put this to work?

Start with a Sprint. We will map where AI creates real leverage and scope the first build.

[Start with a Sprint](/contact/) [See what we build](/capabilities/)