The applied AI holding company.
Decreon operates on the principle of capability that can be relied on.
Services
We deliver it.
Applied AI for enterprises and governments: strategy through production, delivered by Belmost, our operating firm.
Case studies & credentialsStrategy & TransformationOperating models, roadmaps, change
Process AutomationAgentic workflows, end to end
AI-Powered ProductsProduction-grade, inside your stack
Agentic AI SolutionsRetrieval, orchestration, model selection
Adoption & UpskillingGovernance, enablement, training
Products
We own it.
Open-source software we build and ship ourselves, born from patterns we meet in the field so often they deserve tools of their own.
Research
We understand it.
Applied research on frontier models, published openly and folded back into everything we ship.
The Assistant is not the PopulationEvery post-training stage pulls a model further from the population it is asked to simulate.Under review, ICLR ↗︎Capability Is Not FidelitySimulated negotiators optimize for the best move, not for how people actually behave.Under review · arXiv ↗︎Brain-Grounded AxesSteerable directions for language models derived from human brain activity, not model internals. Live demo featured by Hugging Face.arXiv ↗︎Walk the TalkAcross 24 frontier models, self-reported altruism systematically overshoots behavior.arXiv ↗︎
Investments
We back it.
Capital and engineering time for early applied-AI companies. We invest where our operating experience compounds theirs.
Pre-seed & seedFirst cheques, hands on
Studio venturesBuilt on our own bench
Portfolio in formation
Capability
One team builds across all four pillars. Its eight capabilities are plotted in their quadrants.
Solution Design
Scoping, architecture, implementation
Strategy & Advisory
Operating models, policy, adoption
Product Engineering
Interfaces, integration, hardening
Data Engineering
Pipelines, retrieval, governance
Machine Learning
Modeling, MLOps, inference
Fine-tuning & Evals
Domain models, red-teaming
Venture Building
Company formation, first product, hiring
Technical Diligence
Evaluating what's real
(01) SIGNAL · TELECOM↗︎
Customer lifecycle intelligence
Reads the customer base continuously and turns segments into ranked commercial moves.
(02) DISTRICT · HOUSING↗︎
Housing intelligence
Unifies fragmented registries into one living geospatial model with four consoles.
(03) TENDER · PROCUREMENT↗︎
Procurement intelligence
Turns sponsor intent into policy-aligned, defensible tender packs before vendors respond.
(04) LEDGER · COMPLIANCE↗︎
Compliance intelligence
Applies rules across evidence in any format and returns line-by-line audit ledgers with citations.