AI & Data · Geo-Intelligence · Predictive maintenance · Business intelligence
Teamspirit Belgium turns industrial data into decisions that earn their keep: the models, maps and dashboards that tell you what to do next. Senior engineers build it on your own data, prove it pays off, and hand your team the keys.
What we do
Different problems, one habit: make the data trustworthy enough to act on, then prove the answer earns its keep.
Models that make a decision better, measured against the cost of being wrong. We use AI, and generative AI, where it earns its keep, and say plainly when it doesn't.
A plan tied to your P&L that your team can actually execute: where to start, what to skip, how to scale past the pilot without stalling.
Where things are, where they're going, and what the terrain is telling you. We build the maps and spatial models that take the guesswork out of the physical world.
Catch the failure while you can still plan around it. We turn sensor noise into an alert you can act on, early enough to schedule, sharp enough to trust.
Insight that lands. We turn dense data into dashboards and visual stories your leadership actually reads, so the number changes the decision, not just the slide.
Where we work
Sectors where a wrong call is expensive and a right one compounds. The ones we've spent years inside.
Reliability, safety analytics and predictive maintenance for carriers, MROs and OEMs.
Network digital twins, route optimisation and demand forecasting for carriers and postal operators.
Asset health, load forecasting and condition monitoring across generation and grid.
Quality, yield and machine-health analytics for electronics, semiconductor supply chains and heavy industry.
Geospatial intelligence for infrastructure, mobility and territory: decisions the public can see.
Predictive maintenance and geospatial analytics for fleets, mobility services and connected vehicles.
Operations analytics and asset intelligence for terminals, cargo hubs and airport operators.
If the data is messy and the decision matters, the method travels. Tell us where it hurts.
Trade mission · September 2026
Teamspirit Belgium is joining the Flanders Investment & Trade technology missions to Taiwan and South Korea. If you're in semiconductors, electronics, aviation, logistics or energy, let's put a meeting on the calendar.
How we work
You end up with a working model your own team runs in production, and the code and reasoning behind it. We start with strategy, prove it on your data, scale it into real impact, and transfer the knowledge so it stays yours.
We pick the right problem and the right approach before touching a model. What do you need to get right, and what does being wrong cost you? Everything follows from that.
A focused pilot on a real slice of your data, in weeks rather than quarters. Honest baselines. No demo on someone else's numbers.
We take what works into production: pipelines, alerts and dashboards that survive contact with reality. Monitored, documented, and stable enough to forget about.
We leave you the model, the code and the reasoning behind it, and we bring your team along the way. You win when they run it in-house without us in the room.
Proof, not promises
A sample of the problems we've solved, generalised across the sectors we serve.
Challenge Unplanned breakdowns and reactive maintenance on critical, complex equipment.
What we built Predictive-maintenance models on years of sensor data, using time-series and root-cause analysis to surface failures early, with cost-reducing actions the maintenance team could act on.
Relevant for Aviation, manufacturing, energy, fleets and any asset-heavy operation.
Challenge A vast physical network, optimised largely on habit and local knowledge.
What we built A geospatial data pipeline and digital twin of the network, using clustering, regression and route modelling on GIS data to turn raw geography into where to cut cost and how to plan capacity.
Relevant for Logistics, postal, transport, utilities and public infrastructure.
Challenge Sensor data too large and too noisy to trust for the decisions riding on it.
What we built Distributed pipelines that load and aggregate high-volume sensor data into health metrics, with KPIs and automated alerting that catch data-quality drift before it corrupts a decision.
Relevant for Any industry generating more sensor data than it can currently use.
Challenge Investigations run by hand across scattered databases and reports.
What we built A merged master dataset with continuous quality monitoring, feeding a dashboard that automated the investigation and gave management the decisions live instead of weeks later.
Relevant for Any operation drowning in reports but starved of decisions.
Let's talk
A few lines about the data you have and the call you need to get right is plenty. You'll hear back from an engineer, not a sales team, and you'll leave the first conversation knowing whether there's a smarter, cheaper, or faster decision in your data worth chasing.
Where the impact hides
Your data already holds decisions worth money. We start from the decision and work back to the model, the map and the data behind it, so what you get is a call you can stand behind. That is data that earns its keep.
A senior Belgian consultancy. Our own principals lead strategy and architecture; a vetted network of specialist partners scales delivery to industrial scale.
