Nordic AI Engineers & Product Builders

AI products and engineering for the real world

We build FrostLogic Explore — sensor intelligence and retail analytics products that turn operational data into decisions. And when you need custom AI work, our engineers deliver production-ready results on your timeline.

Ikea
SwiftLayers
VodooStudios
Trafikverket
Skatteverket
2
AI Products Shipped
Sensor Intelligence & Retail Intelligence — built and run by us
50+
AI Projects Delivered
Custom engineering work for Nordic operators and global teams
98%
Client Satisfaction
Measured across recurring engagements and pilots
Intelligent automation

Replace repetitive work with AI that actually runs in production.

Our engineers don't ship demos. We rebuild operational workflows around AI — so the gains compound month over month instead of disappearing after the pilot.

  • Workflow analysis first — automation second
  • Owned by your team, not by a vendor
  • Measured against real cost and cycle-time baselines
Process Efficiency
+340%
Average uplift across automation engagements where workflow logic was rebuilt around AI-assisted decisioning.
Cost Reduction
−65%
Typical operational cost reduction when manual review and bespoke tooling are replaced with productised AI.
FrostLogic Explore

Two products. Built on the data you already have.

FrostLogic Explore is our family of AI products. We use them ourselves, ship them to clients, and improve them with every engagement. Pick the one that matches the system you operate.

For buildings & industry

Sensor intelligence for smarter buildings.

Anomaly detection, accurate forecasting, compliance tracking, and what-if simulation — all from your existing building sensors.

  • Connects to your BMS, energy meters, and IoT sensors
  • Building certification tracking — BREEAM, LEED, Nordic Swan, and more
  • Zero hallucination — grounded in your actual data
Learn about Sensor Intelligence
Services & Solutions

Two ways to work with us.

Beyond our products, we offer hands-on AI engineering and consulting. Custom development, strategy, and our flagship AI Applied Engineers service.

AI Applied Engineers

Senior engineers embedded with your team — not a deck-and-disappear consultancy.

Our flagship engineering service. We sit in your repo, your standups, and your incident channel — and own the system until it runs reliably in production.

  • 70–80% faster delivery than traditional teams
  • Complete knowledge transfer included
  • No platform lock-in or vendor dependency
FL
FL Engineer pushed `anomaly-v2` to staging
12m ago
You
Your team reviewed PR #482 · approved
34m ago
FL
FL Engineer paired with @anna on ingest spike
2h ago
You
Your team deployed to production
Yesterday
FL
FL Engineer wrote runbook for on-call rotation
2d ago
Why FrostLogic

A different kind of AI partner.

We're a small Nordic team that ships AI into production for a living. Here's how that shows up.

We use what we build

FrostLogic Explore is our own product, built by the same engineers who work on client projects. Every feature is battle-tested in production before it reaches you.

Your outcomes drive everything

We measure success by your results. Not hours billed, not tickets closed — the actual cost saved, time recovered, or revenue earned because the system is running.

No lock-in. Ever.

Your data, your code, your IP. We hand over everything — repos, runbooks, model weights — and document it well enough that your team can keep running it without us.

How it works

From idea to integrated AI system, in four moves.

A predictable engagement shape that fits how operators actually work. Each phase has a deliverable, a decision, and a clear off-ramp.

01

Discover

Two-week diagnostic. We map your data, telemetry, and the operators who will use the system. You leave with a quantified opportunity, not a deck.

02

Pilot

A 4-week build against real production data. We ship a thin slice end-to-end — ingest, model, alert, dashboard — to validate before you scale.

03

Productionise

Embed for 6–12 weeks. We harden the system, wire it into your alerting, and train your team on it. No black boxes left behind.

04

Operate

Optional managed operations. We watch the model in production with you, retrain on drift, and add modules as the business needs them.

FAQ

Frequently asked questions.

Don't see yours? Start a conversation.

We're an AI engineering team that builds products and ships systems into production — not an advisory shop. Our flagship service, AI Applied Engineers, embeds senior engineers with your team. They work in your repo, your standups, and your incident channel, and stay on the hook until the system is operating reliably. Knowledge transfer is included, and there's no platform lock-in.

Both. FrostLogic Explore is our product family — currently Sensor Intelligence (for buildings) and Retail Intelligence (for physical retail). Alongside the products we offer engineering services: custom AI development, strategy, and the AI Applied Engineers embedded model. The two reinforce each other — we use our own products in client engagements and improve them with what we learn.

Sensor Intelligence is our product for smarter buildings. It connects to your BMS, energy meters, and IoT sensors to deliver anomaly detection, accurate forecasting, compliance tracking (BREEAM, LEED, Nordic Swan and more), and what-if simulation — all grounded in your actual data, with no hallucination.

Retail Intelligence helps physical retailers understand and improve how customers move through their stores. Traffic flow analysis, heat mapping, and data-driven product placement optimisation — so every layout change can be measured against real customer behaviour.

For FrostLogic Explore products, deployments typically begin within a few weeks of contract — speed depends mostly on data access. For engineering services, we can usually scope and start an engagement within a couple of weeks. Talk to us and we'll give you a realistic timeline against your situation.

EU-only by default. We deploy into your cloud or our managed EU region — never outside the EU — and we are GDPR-native. We work with both public-sector and private clients across the Nordics and align our operating practices to their requirements.

Optionally. Some clients keep us on a managed-operations retainer where we monitor model performance, retrain when telemetry shifts, and add modules. Other clients take the system fully in-house — we hand over documentation, runbooks, and on-call training. No lock-in either way.

Get in touch

Let's talk about what you're building.

Whether you want a demo of FrostLogic Explore or need engineers for a custom project — we'd love to hear from you.

Product demo or services chat
Tell us which — we tailor the call to it.
Senior engineer on the first call
No procurement-style intro round.
Reply within one working day
From a real person at hello@frostlogic.se.