CWM
Camile World Model
Proprietary world-model architecture for persistent cognitive entities.
DEMÍX TECNOLOGIA / 2026
Building intelligence beyond software.
Demíx Tecnologia develops proprietary systems for artificial intelligence, autonomy and advanced computing — turning software into systems that can perceive, reason, learn and act.
Brazil / Technology CompanyIntelligence field — conceptual visualizationScroll
Manifesto
We build systems, not features.
The next generation of software does not merely respond to commands. It maintains state, understands context, reasons over complex problems, learns continuously and executes goals.
This requires more than models. It requires memory, world models, reasoning infrastructure and the engineering discipline to make them operate as one system.
Ecosystem
Live systems. Real infrastructure.
The Demíx universes are not slides. They are properties in operation — platforms, APIs and consoles — and what is in structuring, with the status visible.
Verified signals
Not claims — checkable facts, published on the platforms themselves.
- 100% CPU · 0 GPUthe CWM world-model engine runs without GPUs
- sub-ms coremeasured at core execution — published on the platform
- public formulaCWM Units — you pay for computation, not the clock
- API keysKIP console — metered, per-call usage for every account
- 12 languagesthis site addresses the world in one voice
- São Paulo · BRdesigned and operated from Brazil
Group
A mother of companies.
Demíx is not a company with products. It is the root entity from which intelligence lines are born — each with its own identity, domain and destiny. The structure is public: what operates, what is being structured and what comes next.
Root entity
demix.com.br · CNPJ 46.526.609/0001-08 · São Paulo — BR
Demíx Tecnologia
One governance and one engineering discipline — with the freedom for each line to become its own company.
Intelligence lines
Each line can live as its own company — with domain, operation and community — without leaving the tree.
Shared infrastructure
KIP — kipgraph.comThe group's knowledge infrastructure — public signup, API keys per account and usage measured per call.
Next lines
The next companies are born here.
What is in operation is verifiable on each platform's domain. What is in structuring is declared as such — nothing is announced before it exists.
Cognitive Intelligence
Digital entities with intelligence, memory and agency.
Camile AI is a platform for building persistent digital entities — capable of reasoning, using tools, learning, holding memory and operating continuously.
Systems
Core programs of the Camile AI platform.
- KIP
Knowledge Intelligence Pipeline
Infrastructure for transforming information into machine-usable knowledge.
- CWM
Camile World Model
Proprietary world-model architecture for persistent cognitive entities.
- CSI
Camile Scientific Intelligence
Computational intelligence systems for scientific reasoning and discovery.
- MODEL
Camile Scientific Intelligence Model
The scientific intelligence model of the Camile platform.
- EVAL
Camile Evaluation Platform
Infrastructure for evaluating the capabilities, reliability and evolution of intelligent systems.
Entity architecture — conceptual flow
- Cortex
- Memory
- World Model
- Reasoning
- Goals
- Action
Live · Early access
Visit camileai.comCreate your entity — built from a name, a purpose and your context. No two entities are alike.
Sovereign Intelligence
Intelligence for systems that cannot fail.
Zendrix develops autonomous artificial intelligence systems for defense, security, critical infrastructure and technological sovereignty.
Autonomy architecture — conceptual flow
- Sensors
- Data Fabric
- Fusion
- World Model
- Intelligence
- Autonomy
Programs
Zendrix programs. Further detail is disclosed directly with qualified parties.
- Z-01
Zendrix Defesa
- Z-02
Zendrix Vidar
- Z-03
Zendrix Fenrir
Anticipatory Intelligence
Intelligence to anticipate what comes next.
Anticipus is Demíx Tecnologia's anticipatory intelligence platform, built to understand change, project plausible futures and turn uncertainty into decision capacity.
Anticipation architecture — conceptual flow
- Change
- Trajectories
- Scenarios
- Plausible futures
- Decision
In structuring
anticipus.comSite and system in development — the platform's public address.
Be notified when the platform opens.
Capabilities
Combined into a continuous view of state, trajectory and possibility.
- PRED
Predictive modeling
- TEMP
Temporal analysis
- SCEN
Scenarios
- ENT
Entity relations
- SIGN
Emerging signals
- RISK
Risk intelligence
Domains
- Economic
- Financial
- Geopolitical
- Strategic
- Risk
An architecture designed to operate across multiple domains — connecting data, models and evidence.
The principle
Anticipus does not try to predict a single future. It builds a structured understanding of the futures that can happen.
Architecture
Intelligence is a stack.
Intelligent systems emerge from the interaction between knowledge, memory, world models, reasoning, autonomy and infrastructure.
Demíx
Applications
Camile AI
- Cognitive Systems
- World Models
- Memory / KIP
Zendrix
- Sovereign Systems
- Autonomy
- Data / Fusion
Compute
Infrastructure
Conceptual architecture — not an operational system
Demíx / Research
We don't just use intelligence.
We build its infrastructure.
Research areas
KIP
Knowledge Intelligence Pipeline
Infrastructure for transforming information into machine-usable knowledge.
CSI
Camile Scientific Intelligence
Computational intelligence systems for scientific reasoning and discovery.
EVAL
Camile Evaluation Platform
Infrastructure for evaluating the capabilities, reliability and evolution of intelligent systems.
Demíx / Autonomy
From intelligence to autonomy.
Software traditionally waits for instructions. We are building systems that can understand context, maintain state, reason over time and act toward goals.
Autonomy cycle — conceptual
Learning feeds back into perception
Autonomy cycle — conceptual
- Perceive
- Understand
- Reason
- Plan
- Act
- Learn
Learning feeds back into perception
Demíx / Sovereignty
Sovereignty is an engineering discipline.
Sovereign AI is not a synonym for a server hosted in Brazil. It is control — over data, operations and technology — verified in evidence, not declared in marketing. The Brazilian public debate is converging on measurable criteria; this is the model we hold ourselves to.
Talk sovereignty with us.
Architecture, deployment, evidence — for those who need control, not slides.
Three pillars, public weights.
Data sovereignty
Where data lives — and who controls it.
- Where do data, metadata and backups live?
- Who holds the cryptographic keys?
- Which jurisdiction applies — and what extraterritorial risk?
- Who can access, and under which conditions?
Operational sovereignty
Who operates — and under which dependencies.
- Who operates the environment and applies patches?
- Who controls the control plane?
- Does the operation survive without international connectivity?
- What happens if a foreign license falls?
Technological sovereignty
Who builds, maintains and evolves what is critical.
- Who develops and maintains the critical technology?
- Is the architecture vendor-agnostic?
- Is there real portability — leaving without lock-in?
- What if an essential supplier leaves the market?
Reference weights from the Sovereignty Gradient published by Serpro for the Brazilian Cloud (2026) — not a grade we assign ourselves.
AI infrastructure vs. sovereign AI infrastructure.
| Layer | AI infrastructure | Sovereign AI infrastructure |
|---|---|---|
| Data | AI infrastructureStored, processed, replicated. | Sovereign AI infrastructureLocation, keys, metadata and jurisdiction under the client's control. |
| Operation | AI infrastructureSomeone operates it — often far away. | Sovereign AI infrastructurePatches, upgrades and the control plane under defined governance. |
| Technology | AI infrastructureLicensed from third parties. | Sovereign AI infrastructureCritical technology developed, maintained and evolved by those accountable for it. |
| Continuity | AI infrastructureDepends on the supplier continuing to exist. | Sovereign AI infrastructureOperates under external restriction — disconnection, sanction, supplier exit. |
| Evidence | AI infrastructureA sales slide. | Sovereign AI infrastructureVerifiable specification: what is national, what is third-party, under which SLA. |
The difference is not compute. It is control over everything around it.
Published signals, not grades.
Zendrix · Defense
Multi-tenant, no vendor lock-in, air-gappable when the mission requires it — data residency as a deployment option, not a promise.
CWM
Sub-millisecond core execution, 100% CPU, zero GPU — independence from accelerated hardware — and a public CWM Units formula.
KIP
Public console, API keys per account, usage metered per call.
Camile AI
Camila's pulse ledger is public — perception cycles on public record, granular auditable consent, existential data owned by the entity owner.
We do not assign ourselves a sovereignty grade. We publish what each platform shows — the reader weighs the evidence.
Demíx / Evidence
Every claim has an address.
This site makes measurable statements. Each one below points to where it can be checked — a live platform, a published formula, a public ledger, a public model or a section on this site. If a claim cannot be checked, it does not belong here.
In preparation
Benchmark methodology and technical papers are being written. They will enter this register when published — evidence, not promises.
Public claim register
100% CPU · 0 GPU
PlatformCWM engine — camileai.comSub-millisecond core execution
PlatformCWM engine — camileai.comCWM Units pricing formula
FormulaPublished on camileai.comPublic pulse ledger
LedgerCamile AI — camileai.comAPI keys, usage metered per call
PlatformKIP console — kipgraph.comSovereignty model 30 / 40 / 30
Research lines and papers
ResearchResearch — this sitePlatform releases and updates
ChangelogNewsroom — this site
Perspectives
How we see the intelligence era.
Essays on the ideas behind the systems — written by the people building them.
Newsroom
Updates from the Demíx universe.
Product updates, releases and field notes from the platforms — published as they ship.
Glossary
The vocabulary of intelligence.
Working definitions for the concepts behind the Demíx universes.
- World Model
A structured representation of the environment that allows an intelligent system to interpret context and maintain state.
- Cognitive Intelligence
Intelligence applied to digital entities — combining memory, reasoning and agency.
- Sovereign Intelligence
Autonomous intelligence systems for defense, security, critical infrastructure and technological sovereignty.
- Anticipatory Intelligence
Intelligence applied to understanding change and projecting plausible futures — turning uncertainty into decision capacity before consequences materialize.
- Autonomy
The capacity of a system to operate continuously toward goals, within explicit constraints.
- Agency
The capacity to act on goals — using tools and executing decisions.
- Data Fabric
The infrastructure layer that unifies data flows for intelligent systems to consume.
- Reasoning
The process by which a system draws conclusions over complex problems.
- Persistent Digital Entity
A digital entity that maintains memory and state over time, operating continuously.
- Technological Sovereignty
The capacity to operate critical technology under one's own control and rules.
- Data Sovereignty
Control over where data, metadata and backups live — and who holds the keys, under which jurisdiction.
- Operational Sovereignty
Control over who operates the environment, applies patches and governs the control plane — and which dependencies that carries.
- Sovereign Cloud
A cloud designed for control of data, operations and technology — beyond data residency.
- Data Residency
The physical location of data in a jurisdiction. A necessary condition for sovereignty — not a sufficient one.
- Portability
The capacity to leave: recovering data and workloads without technological lock-in.
- Vendor Lock-in
Supplier dependency that makes leaving costly or unviable. The antonym of portability.
- Compute
The physical and computational infrastructure on which intelligent systems run.
Principles
Technology should compound.
Engineering principles
01
Build proprietary.
Create technology, knowledge and infrastructure that compound over time.
02
Think in systems.
Solve the architecture, not only the immediate feature.
03
Design for autonomy.
Build systems capable of operating continuously within explicit constraints.
04
Push the frontier.
Research is not separate from engineering. It is part of it.
Demíx / Company
Built in Brazil.
Designed for the world.
Demíx Tecnologia is a Brazilian technology company focused on proprietary artificial intelligence, autonomous systems and advanced computing infrastructure.
At a glance
01
Brazil
Technology Company
02
Camile AI
Cognitive Intelligence
03
Zendrix
Sovereign Intelligence
04
Anticipus
Anticipatory Intelligence
São Paulo · Brazil
FAQ
Frequently asked questions.
Short answers about Demíx Tecnologia, its universes and how to get in touch.
Contact
Let's build what comes next.
Partnerships, technology, research and enterprise.
How to engage