Marte: Intelligence at the Edge, Reimagined
Deterministic. Explainable. Just below 5 Megabytes.
Marte is a symbolic AI platform for edge computing—fully offline, lightning-fast, and built for real-world deployment.
What Makes Marte Different
Edge AI Without Compromise
Most “edge AI” is a downsized cloud model—heavy, probabilistic, and data-hungry. Marte is purpose-built for symbolic, deterministic reasoning, bringing explainable intelligence to any device, with no internet required.
- Below 5MB runtime for ultra-low latency and tiny footprints
- Deterministic outputs with step-by-step explainability
- Fully offline—no cloud, no inference server, no data egress
- Privacy by design for compliance-critical use cases
PostMath™: Beyond Mathematical Limits
Marte is powered by PostMath™, a framework that reframes hard computational barriers as transformational flows rather than static endpoints.
- Transform, Don’t Compute
PostMath explores structured transformations to uncover solutions beyond classical halting behaviors. - From Barriers to Flows
Challenges like the Halting Problem, Rice’s Theorem, or CAP are approached as dynamic system behaviors. - Cascading Discovery
Systems evolve through cascades, enabling emergent solutions in complex environments.
Marte OS
The AI Operating System for the Future
Marte OS integrates symbolic reasoning into every layer of the system, enabling AI-native workflows with unprecedented performance, privacy, and developer ergonomics.
How Marte Works
- Below 5MB Footprint
Smaller than a photo. No GPU or inference server required—deploy anywhere. - Symbolic, Deterministic Reasoning
Every output is explainable. No black-box guesswork. - Zero Cloud Dependencies
Runs fully on-device, even in remote or sensitive environments. - Ultra-Low Latency
Decisions in milliseconds—even on basic hardware. - Privacy by Design
No data leaves the device—ideal for regulated industries.
Built for Real-World Edge Environments
- Healthcare
On-device diagnostics and monitoring—no cloud, no patient data exposure. - Manufacturing
Embedded quality control and predictive maintenance, fully offline. - Agriculture
Intelligent crop health evaluation in connectivity-poor environments. - Wearables & IoT
Smarter devices that protect battery life and user privacy. - Aerospace & Defense
Reliable symbolic reasoning in safety-critical, network-isolated systems.
Marte Infra
Enterprise-Grade Backbone for Your Privacy-First LLM
Marte Infra secures and accelerates every request—keeping your data private, performance fast, and compliance rock-solid.
- Secure by Design
End-to-end encryption, isolated compute, and zero-trust networking. - Real-Time PII Protection
Inline redaction before any token is processed. - Zero Data Retention
Nothing stored unless you explicitly opt in. - High-Speed Processing
Optimized GPU clusters with sub-100 ms p99 latency. - 24/7 Monitoring & Alerts
Health checks, latency dashboards, and automated alarms.
What We Offer
Whether you’re building a smart sensor, embedded system, or next-generation device, Núcleo helps you deploy symbolic intelligence where it matters.
- Fully offline integration
- Lightweight runtime for edge devices
- Optional symbolic engine API
- Custom configuration and support
Why Symbolic AI at the Edge
| Capability | Symbolic (Marte) | Typical Neural Edge |
|---|---|---|
| Explainability | Step-by-step, auditable | Limited, post-hoc |
| Footprint | ~5000KB | MB–GB |
| Connectivity | Fully offline | Often cloud-assisted |
| Latency | Milliseconds on basic hardware | Variable; may require accelerators |
| Privacy | No data leaves device | Data may egress |
Cloud-based AI is often too big, too slow, and too opaque for edge constraints. The future is explainable, efficient, and embedded. The future is symbolic.
From the Blog
- Why Symbolic AI Is the Missing Piece in Edge Intelligence
- Unseen Expenses: The Hidden Total Cost of Cloud-Based AI
- How Marte Delivers Cognitive AI in 199KB
Work With Us
Ready to bring true intelligence to the edge? Whether you’re an engineering team, OEM, or R&D lab, we’ll help you deploy Marte where others can’t reach.
Frequently Asked Questions
What is deterministic AI?
Deterministic AI produces the same result for the same input—no probabilistic drift—making decisions transparent, reproducible, and auditable.
How does Marte run in just below 5MB?
Marte is engineered from first principles for symbolic reasoning, avoiding bulky model weights and cloud infrastructure while retaining expressive logic.
Why symbolic AI over neural networks at the edge?
Symbolic AI offers explainability, tiny footprints, offline operation, and strong privacy—ideal for regulated, mission-critical environments.
Does Marte require GPUs or internet connectivity?
No. Marte executes on basic hardware and operates fully offline.