Alpine Icicle
AI Deployment

Intelligence at Production
Altitude

We bring AI into SaaS platforms and onto your own hardware — private by design, fast in the real world, and built to prove its results.

What We Build

SaaS AI Enablement

We bring AI agents into your existing SaaS, so your users can ask questions in plain language and get answers straight from live data — reliably, and with the numbers to prove it.

  • Natural-language access to your data
  • Plugs into your existing databases
  • Provider-agnostic — swap models freely
  • Full visibility into every answer

On-Premises AI

Run a complete AI stack on your own hardware — chat, search, document Q&A, and automated workflows, all private to your building. Powerful enough to serve several large models at once, with no cloud bill and nothing leaving the room.

  • Fast local inference, even for large models
  • Private RAG over your own documents
  • Chat, search & workflow automation
  • Assistants for Slack, chat & coding
Case Studies

Deployed in the Real World

Both examples come from production work — not demos.

AI Assistant in a Smart City Platform

100%
Accuracy
12×
Fewer tokens
Faster response
Challenge

Users of a traffic-monitoring platform needed to ask questions across many modules in plain language — building a dedicated screen for every possible combination simply wasn't viable.

Approach

A small set of AI agents that turn plain-language questions into safe, validated queries against the platform's live data — model-agnostic, with every step logged and traceable.

Result

A single general-purpose AI approach beat hand-built, per-query tools across the board — higher accuracy, a fraction of the cost, and several times faster. Less to build, less to maintain.

Validated against reference data across real user queries.

Why On-Premises

Your Data. Your Hardware. Your Stack.

Four reasons teams choose local AI over cloud APIs.

Data Privacy & Compliance

Sensitive data never leaves the building — so meeting GDPR, HIPAA, and data-residency rules is built in, not bolted on. No third-party processors to vet.

Operational Independence

No internet dependency, no vendor outages, no surprise API changes. The stack keeps running whether the cloud is up or not.

Full Control & Auditability

Choose any model, switch versions in seconds, tune it on your own data — with full visibility into what runs and what it sees.

Predictable Cost

A one-time hardware investment instead of per-use billing — so your costs don't balloon as adoption grows.

Ready to Deploy AI in Production?

Let's talk about your use case — SaaS integration, local hardware, or both.