Núcleo: Intelligence Reimagined for the Edge
The world’s most efficient symbolic AI engine—just 199KB, fully deterministic, and explainable by design.
No cloud. No guesswork. Just logic, running at the edge.
What Makes Núcleo Different
Not downsized. Not compressed. Designed from scratch.
Núcleo is a fully symbolic reasoning engine, purpose-built for edge environments. Where others ship black-box neural networks adapted from the cloud, we built a new kind of intelligence from the ground up—logical, interpretable, and radically efficient.
- 199KB Total Size
Deployable on devices with extreme constraints—microcontrollers, sensors, wearables. - Deterministic Reasoning
No randomness. No hidden states. Every output is reproducible and traceable. - Explainable Logic
Every decision path is visible. No black-box behavior. - Zero Dependencies
Runs offline. No connectivity, no GPU, no external libraries required. - Ultra-Low Latency
Response times in milliseconds—even on minimal hardware.
How It Works
Núcleo uses a structured rule-abstraction engine inspired by how humans reason—detecting features, matching conditions, and building meaning layer by layer.
- Recognizes abstract patterns from a few inputs
- Applies symbolic logic to infer conclusions
- Updates its internal structure with minimal overhead
- Runs without training, and improves with guided updates
Potential Applications
Núcleo is ideal for edge use cases where efficiency, explainability, and offline operation are non-negotiable. While in active development, here are the industries we’re targeting first:
- Healthcare
Embedded triage tools, real-time diagnostics, and device-side anomaly detection—fully HIPAA-compliant by design. - Industrial Automation
Quality control, sensor-based decision-making, and predictive alerts on production lines with no network access. - Agritech
Smart irrigation, pest diagnostics, and yield optimization—offline and rugged-ready. - IoT & Wearables
Smarter features in tiny devices, with zero data leakage and ultra-low power consumption. - Aerospace & Defense
Symbolic autonomy in high-stakes, disconnected, or adversarial environments.
Common Questions (and Misconceptions)
“Can it scale?”
Yes—because symbolic systems don’t depend on parameter count or GPU memory. Núcleo scales via logical complexity, not compute size.
“Does it learn?”
It improves through guided symbolic updates, not backpropagation. You remain in control—no drift, no overfitting.
“How is this different from other edge AI engines?”
Most are just compressed deep learning models. Núcleo is fundamentally different: symbolic, interpretable, and designed from first principles for edge reasoning.
Deployment Options
- Direct On-Device Runtime (C++ / WASM builds available)
- Low-Frequency Symbolic API for microservices
- Custom Rule Injection / Configuration
- Bulk Licensing or Co-Development Partnerships
Let’s Build the Future of Intelligence
We’re currently onboarding select early adopters across healthcare, industry, and embedded systems. If your product needs real intelligence—without cloud, latency, or opacity—we want to work with you.