Fundamentals
AI, hosting, and security for real businesses
Not sure what to do with AI, or where everything should run? MSTechAlpine tells you where AI pays off and where it will only cost you, where your systems should live, and how to secure them. Then we build it.
15 years building real systems at
How we think about it
AI isn't magic. Some work it does in seconds. Some it will quietly get wrong at scale. Knowing which, and where your systems should run and how to secure them, is the whole job.
Secure.Right-sized.Measured.
Where people get stuck
The same few questions come up in almost every business we talk to.
We'll show you where AI actually pays off in your business and how to use it, and just as important, where it doesn't make sense and will only cost you. AI isn't magic.
Most small companies overpay for cloud they don't need. We'll tell you what fits your size and budget.
We'll show you where you're exposed and fix the things that matter first.
People are re-typing data all day. That's usually the first thing worth fixing.
We've been on the other side of those. We'll get you through it.
We'll check what it can leak, what it can make up, and put checks in place before it goes out.
How it works
No long discovery phase, no slide decks. You get an answer, then the work.
01
About how your business actually runs.
02
Your systems, your hosting, your security, and where the time goes.
03
What to do, what not to do, and what it costs.
04
We set up monitoring so you can see it working, and teach your team to own it.
Why listen to us
MSTechAlpine is led by Jesse Edwards: 15 years building real systems at DENSO and JPMorgan Chase. He built RenovationRoute from scratch: the software, the hosting, the security, and the AI. A single server instead of expensive cloud, because it was the right call for the money, and every fact the AI writes checked before it goes out.
We don't recommend anything we haven't run ourselves.
Meet the founder3,358
Statements of Work read by AI and turned into trade, quantity, and spec lists
37K
government bids matched to the contractors who fit them, each match checked by AI
74K
contractor profiles searched every night for the right fit
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scoped quote and materials list built from a homeowner’s plain-English description
What we do
Where AI pays off in your business, where it does not, and building the parts that do.
Learn more →Fractional CISO, security questionnaires, SOC 2 and cyber insurance prep.
Learn more →Hosting, cloud versus your own servers, and system design before you commit to it.
Learn more →CMMC Level 1 and Level 2 readiness for defense contractors.
Learn more →Real lessons from building production systems.
Clean data in did not mean clean answers out. The checks that still catch 4 to 9% of AI output, the other ways to verify it, five things AI did in production that I did not see coming, and a cheat sheet for where AI belongs.
Thirteen hours a day, eight of them with AI. Why AI is not like a bug you can fix, what building with it really looks like, and how much to trust it depending on what is at stake.
Layered security from hardware to runtime: TPM/HSM, WAF, CI/CD scanning, secrets rotation, and encryption. Practical implementation beyond HTTPS.
How to build professional grade security layers on a lean, single node stack using Rails and Kamal.
30 minutes. Tell us how your business runs today, and we'll tell you what we'd do.
Book a 30-minute call