Cloud + AI migration
0199.99%
Post-migration uptime
CAANEO
Not-for-profit
Migrated mission-critical applications to a fully managed cloud platform — achieving infinite scalability and significantly increased uptime.
Case study
Your team is doing work
AI should be handling.
We build AI systems that take repetitive work off your plate — cloud, on-prem, or somewhere in between — so your people can focus on what actually moves the business.
uclab/agents · invoice-triage.ts
live
const agent = await uclab.create({
model: "claude-opus-4",
runs: "your-rack", // or claude / gemini / llama
does: ["reads invoices", "extracts data", "files them"],
});
→ shipped to production in 17 days
Hours saved / week
42
Accuracy
99.2%
Cost / invoice
$0.03
Capability
Private LLMs on your hardware
Llama 4, DeepSeek R1, Qwen 3.5 — running in your office. Your data never leaves.
8+ open models supported
By the numbers
12+
Years in the trenches
100%
Data stays yours
<6 wk
From idea to live
Models & tools we work with
Claude ✦Llama 4 ✦GPT 5.4 ✦Gemini ✦DeepSeek R1 ✦Kimi K2 ✦Qwen 3.5 ✦Gemma 4 ✦Mistral ✦Whisper ✦
What we do
Three pillars.
One sharp focus — applied AI that works.
Cloud-scale integrations, private on-prem deployments, or software built with AI from the ground up. Pick one, mix all three. We build it, ship it, and stay around to maintain it.
12+
Years applied AI
55%
Going on-prem
100%
Honest pricing
0
Black boxes
We've been doing applied AI since long before it was a buzzword. Founders from IBM, Accenture and HP.
The whole storyLocal LLM
Worried about sending sensitive data to the cloud?
You shouldn't have to choose between using AI and keeping your data safe. We set up AI that runs entirely on your own hardware — nothing leaves your building.
Full Local LLM playbookAir-gapped capable
Keep everything in-house.
Client files, patient records, financial data — some things shouldn't leave your four walls. With a local setup, they never do.
Stays in-house
Every prompt and response lives on your hardware.
Compliance-ready
GDPR, HIPAA, SOC 2, financial — green out of the box.
Internet optional
Air-gap mode for the truly paranoid. Works offline.
Sub-second latency
No round-trip to a cloud — answers feel instant.
Hardware
Runs on simple hardware.
Mac Mini M4 Pro
Entry64 GB · 273 GB/s$1.5k
Mac Studio M4 Max
Pro128 GB · 500+ GB/s$3k
RTX 5090
Performance32 GB GDDR7 · 1.79 TB/s$2k+
Up to H100 / B200 clusters for enterprise
Open-source models
Powerful AI models — completely free.
Meta
Llama 4 Scout
All-rounder
01
Moonshot AI
Kimi K2
Tool use
02
Alibaba
Qwen 3.5
Multilingual
03
DeepMind
Gemma 4
Compact
04
How we work
Simple, straight, forward.
No drawn-out discovery decks. No confusing proposals. Here's how it actually works — in four moves.
Step 01/ 04
You tell us what's painful.
What's eating up your team's time? What tasks make people groan? We listen, ask the right questions, and figure out where AI can actually help.
Step 02/ 04
We figure out the best approach.
No jargon, no overselling. We'll tell you plainly what'll work, what won't, and what it'll cost. You'll know exactly what you're getting before we write a line of code.
Step 03/ 04
We build it fast.
We use AI in our own process too, which means we ship quickly without cutting corners. You'll see progress early and often — no six-month surprises.
Step 04/ 04
You're up and running.
We don't just hand it over and disappear. We make sure your team knows how to use it, and we're there if anything needs tweaking.
Selected work
Real businesses. Real outcomes.
A few of the teams who let us pull busywork off their plates so they could focus on the work only humans can do.
Data & analytics
0210×
Faster planning cycles
Mediaforce Digital
Digital media · 25 yrs
Built data-driven smart media planning tools for a 25-year digital media company with global operations — turning raw data into actionable intelligence.
Case study
Workspace transformation
034 → 1
Tools consolidated
face.ca
Healthcare / cosmetics
Evaluated three cloud platforms and implemented Google Workspace with AI capabilities — streamlining operations across multiple clinic locations.
Case study
Official Partner
Need workflow automation? We use KarmaFlow.
For many of our clients, the quickest win is automating the workflows they already have. KarmaFlow.ai is the platform we use to do that — and as their official partner, we handle the setup so you don't have to.
What you get
No-code automation
Drag, drop, done — without writing a single line.
Plugs into your stack
Email, CRM, spreadsheets, the lot.
Scales with you
From a 10-person team to 10,000.
Set it & forget it
Wires up once, runs forever.
No pressure, just a chat
Not sure where to start?
That's completely fine. Most of our clients weren't either. Tell us what's slowing your business down and we'll tell you honestly if AI can help — and how much it'll cost.
Replies within 1 dayNo sales pitchHonest pricing