Blog
Notes on AI, without the hype.
Short, practical writing for SoCal SMB owners trying to figure out whether AI is worth their time and money.
- 9 min read
Prompt Injection: What Security Teams Need to Know in 2026
Prompt injection isn't theoretical anymore. Here's how it's showing up in production LLM systems — and the controls that actually stop it.
Read post → - 8 min read
SOC 2 for AI Systems: What Auditors Actually Look For
A field guide to the controls auditors ask about when your product touches LLMs — logging, access, data flow, and vendor risk.
Read post → - 10 min read
Private LLM Deployment: AWS Bedrock vs. Azure OpenAI
Both offer private, VPC-isolated model inference. The differences matter for compliance, cost, and operational maturity.
Read post → - 9 min read
What an AI Pilot Actually Looks Like at a 20-Person Company
Forget the slide decks. Here's what a real 4-to-6 week AI pilot looks like week by week — who's in the room, what gets measured, and what you actually walk away with.
Read post → - 7 min read
AI Vendor Risk: The Questions to Ask Before You Sign
Every AI vendor SOC 2 report has caveats. Here's how to read them — and the questions that surface the risks nobody volunteers.
Read post → - 8 min read
When Your Business Actually Needs AI (And When It Doesn't)
Not every business needs LLMs. Here's how to tell if yours does — and what to do if it doesn't (yet).
Read post → - 10 min read
RAG 101: How to Feed Your LLM Your Business Data (Without the Complexity)
Retrieval-Augmented Generation sounds complicated. It's not. Here's how to use your own data to make LLMs smarter.
Read post → - 12 min read
The Math That Actually Matters: When AI Implementation Makes Financial Sense
Forget the hype. Here's how to calculate whether implementing AI will actually save your business money.
Read post → - 14 min read
Local LLMs vs. Cloud LLMs: What SoCal SMBs Actually Need to Know
Should you run AI locally or in the cloud? Here's what actually matters for small businesses.
Read post → - 16 min read
How to Start Small With AI (Without Wasting Time or Money)
You don't need a massive implementation. Here's how to test if AI is worth doing — with low risk and low cost.
Read post → - 5 min read
Is AI actually worth it for your SMB?
Most small businesses don't need AI. Here's how we help you figure out if you're the exception — without the hype.
Read post → - 4 min read
Why Discovery comes before implementation
Skipping Discovery is how SMBs end up with shelfware. A few hours up front saves months of regret.
Read post → - 3 min read
5 questions to ask any AI vendor before you sign
A short checklist to separate real tools from demo-ware before money changes hands.
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