VOODOOSOFT.xyz
Capabilities

AI software,
built to ship.

Research-grade models are the easy part. We build the systems around them — pipelines, evaluation, monitoring, the deployment that survives contact with real data — so what we deliver runs in production, not just in a notebook.

What we build

LLM & Generative Systems

Retrieval-augmented assistants, document intelligence, and agentic workflows — built to run on your own sovereign infrastructure, not someone else's API.

Computer Vision & EO Analytics

Earth-observation pipelines, change detection, and image segmentation for environmental monitoring on Copernicus and Sentinel data.

Geospatial & Data-Space Apps

Applications on the Copernicus and Mobility Data Spaces — federated, standards-compliant, and ready for EU data-sharing frameworks.

MLOps & Model Operations

Training orchestration, versioning, evaluation harnesses and drift monitoring — the unglamorous discipline that keeps models trustworthy over time.

Data Engineering & Pipelines

Ingestion, transformation and feature stores that turn messy, multi-source environmental and industrial data into something a model can learn from.

Decision Support & Optimisation

Forecasting, routing and resource-allocation engines for circular supply chains, mobility and energy — optimisation with a measurable footprint.

How we work

Scope → ship → operate

01
Scope

Define the problem, the data, and the success metric.

02
Prototype

A working proof on real data, fast — TRL 4–5.

03
Harden

Evaluation, security, reproducibility, documentation.

04
Deploy

Into your sovereign cloud — TRL 7–8.

05
Operate

Monitor, retrain, and keep it honest in production.

The stack

No magic. Just
a tidy toolbox.

Open, portable, audit-friendly. We avoid proprietary lock-in so a funded result stays exploitable long after the project closes.

LANGUAGESPython · Rust · TypeScript
MLPyTorch · HF · scikit-learn
SERVINGvLLM · Triton · Ray
GEOSPATIALGDAL · STAC · PostGIS
OPSK8s · MLflow · Docker
HOSTINGEU-SOVEREIGN ONLY

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