Health
Tumour digital twins: the full probability distribution of tumour evolution over time, and chemotherapy dose schedules that control not just the mean but the probability of the bad case.
Deep technology company · Rhodes, Greece
EXCLAUDED
Deep technology, put to work.
We turn applied mathematics and artificial intelligence into systems that run in production: in health, transport, waste, engineering, hospitality and the markets.
exclauded / spec
- entity
- EXCLAUDED S.A.
- technology core
- AGEL AI I.K.E. (shareholder)
- disciplines
- agentic AI · stochastic control · FEM
- stance
- explainable by construction
01
Purpose
Research acquires value only when it becomes a system.
Most of what is called artificial intelligence stops at the demonstration. The hard part is everything after it: the data that arrives malformed, the regulator who wants a paper trail, the operator who has to trust the number on the screen at seven in the morning.
Exclauded exists to close that distance. Research-grade mathematics (stochastic models, Bayesian calibration, risk-constrained optimal control) and current-generation agentic AI, assembled into software that carries real operational weight and can explain every decision it makes.
02
What we do
Four layers, one system.
Each layer is useless alone. We ship all four.
-
Agentic AI systems
Autonomous agents with persistent memory, tool use, skills and multi-agent orchestration, built on the Claude and OpenAI agent SDKs and wired into the systems a business already runs, not into a chat window.
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Scientific computing
Finite-element solvers, Fokker–Planck evolution of full probability distributions, MCMC parameter calibration, chance-constrained and Pareto scheduling. Deterministic and provable, where a black box would not be accepted.
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Domain platforms
Whole products, not prototypes: ingestion pipelines, APIs, dashboards, mobile and driver apps, payments, multi-tenant SaaS, deployment and the monitoring that keeps them alive.
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Applied research
Published work in stochastic modelling and optimal control that feeds directly into the products, and products that send their hard cases back into the research.
03
Fields
Where the systems are deployed.
Transport
On-demand electric transit for island communities: booking, real-time dispatch, driver applications, fare products and per-passenger carbon accounting.
Waste
Waste management for regional authorities across dozens of municipalities and islands: landfill and municipal-waste registries, statutory reporting to the national register, carrier reconciliation and volume forecasting.
Hospitality
Revenue intelligence for hotels: competitor and short-let price monitoring, review analysis, pricing recommendations and campaign management from one surface.
Markets
Quantitative research infrastructure: market-data wrappers, strategy design, event-driven backtesting, screeners and portfolio simulation.
Engineering
Computational engineering: parametric and generative design, finite-element simulation of structures, and software that automates the modelling and analysis workflows behind large technical projects.
Compliance
Automated audit of funding documentation: every declared invoice traced to a real contract and a real proof of payment inside thousands of scanned pages.
Media
Editorial pipelines where language models draft and humans hold the edit: aggregation, original writing, illustration and scheduling under review.
04
Method
Every recommendation is traceable.
- Mathematics before models
- If the problem has structure, we use it. A model is what we reach for when the structure runs out, not before.
- Production is the deliverable
- A notebook that works once is not a result. The result is the thing still running, unattended, six months later.
- Explainability is a precondition
- In clinical, regulatory and safety-critical work, an answer nobody can audit is not an answer. Every output traces back to its mathematics.
- Small teams, deep context
- Few people who understand the whole system, supported by agents that carry the memory of it. Depth over headcount.
05
Structure
A company and its engine.
The company
EXCLAUDED S.A.
The corporate vehicle through which the technology is built, held and brought to market.
Shareholder · technology core
AGEL AI I.K.E.
Development of Artificial Intelligence Systems. Shareholder in Exclauded S.A. and the engineering body that develops the artificial-intelligence systems and deep-tech solutions behind it.
06
Contact
Bring us a hard problem.
Preferably one that has already resisted a simpler approach.
contact [email protected]