SMESmall & Midsize Enterprises
Up to about 250 people — a finished twin, without hiring a data team.
By business scale
SMEUp to about 250 people — a finished twin, without hiring a data team.
UME250 to 5,000 people, many sites — one picture, no merge project.
MNCGlobal reach, strict governance — data stays in its region.
PSMunicipalities, states and utilities — sovereign hosting.
S&DSecurity, infrastructure and defence — a picture you can rewind.
Not sure which one you are? The starting point is the same in every case: one use case, on the systems you already run.
How it works
Clustwino connects the systems you already run — no rip-and-replace — and turns your real-world data into decisions.
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Plug-and-play: Clustwino connects to your existing systems and the real world, without replacing what already works.
Why Clustwino
The Clustwino DB dictates valid syntaxes and components for every object type — so incomplete or ambiguous data never slips through.
A schema-driven database for persons, places, regions and nodes. The DB defines what a valid address, building or road looks like.
Map any column from any format to the right meaning — state, purpose, house number — regardless of how the source names it.
Every edit is a logged step, Power-Query style. Remove a step and the change reverts — your raw source file always stays locked and retained.
Derive lat/long for whole datasets, surface geocoding errors and fix them before anything is saved.
Street clusters merge into state clusters, states into country databases — metadata sharing across every level of the network.
Use your cluster as a live data source on TGB World and maps — load, analyze and build on your own digital twin.
Use cases
The challenges differ; the underlying problem never does. Information has to be understood, connected and made usable.
The challenge
Insurers and banks hold enormous volumes of customer, contract, risk and location data — spread across systems that were never designed to be read together.
What Clustwino changes
Clustwino gives that data a shared spatial and temporal meaning, so exposure, contracts and events are evaluated on one model instead of reconciled across five.
What it unlocks
The industry does not decide this. The same methodology carries into completely different fields of application — and each new use case builds on the foundation the first one laid.
Proven solution patterns
Three standardised patterns, documented end to end — each reusable across every location, business unit and industry.
Understand the environment around every business object.
A deterministic perimeter grid replaces GIS buffering. Every location sits at the centre (N0) of configurable neighbour rings (N1–N10), and each cell already carries its ring, distance, compass sector and bearing. No GIS infrastructure, no data migration.
Understand how your business actually moves.
Every transaction — order, delivery, shipment, service call — becomes a spatial-temporal vector in a graph model, aggregated from 10 m operational detail up to continental networks without ever changing the data model.
Don't retrieve documents. Retrieve enterprise reality.
Ask in plain language and the platform retrieves connected business objects, their relationships and their spatial, temporal and semantic context — then hands the LLM analytic-ready data instead of text fragments.
Built on Open AreaSeals®, Open geoGRIM® and open EU reference standards. ESG, CSRD, supply chain, infrastructure, resilience and authority reporting are part of the data model from the start — not bolted on afterwards.
Clustwino addresses digitalisation, data rooms, AI & automation, sustainability, resilience, smart region/city and Industry 4.0 — precisely the topics national and European funding programmes support. We help with selection and application.
SaaS on TGB Cloud, on-premise in your own data centre, private cloud, edge or a fully air-gapped enclave — with EU data residency and full sovereignty over your data.
Clustwino is not only a solution for today. The first project also leaves a permanently usable digital backbone: every further use case starts where the last one ended.
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