Resonance

Bridging the gap between probabilistic AI and deterministic industrial engineering. Resonance is a research and engineering lab dedicated to building the safety infrastructure for the next generation of AIoT. We specialize in "Silent Math" solutions—lightweight, high-impact numerical layers that ensure AI systems are stable, auditable, and production-ready for mission-critical environments.

🛠 Featured Innovation: Savant Engine

Savant Engine is our flagship stabilization framework. It is a model-agnostic, 5-line geometric wrapper that prevents numerical collapse in embedding-based systems.

Deterministic Stability: Eliminates NaN and Inf errors through Bounded Logarithmic Regularization.
Geometry Ownership: Decouples metric reliability from the underlying embedding model.
Industrial Auditability: Built-in flight logs for vector health, designed for ISO 26262 and high-compliance environments.

💎 Design Philosophy

Low Friction: Our tools integrate into existing stacks in minutes, not months.
Silent Math: We solve complex linear algebra problems at the infrastructure level so developers don't have to.
Model Agnostic: We build guardrails that work with any AI model, ensuring long-term architectural flexibility.
Audit-First: Every transformation is traceable, moving AI from "Black Box" to "Glass Box" engineering.

🚀 Key Verticals

Resonance technologies are engineered for:

Connected Mobility: Ensuring ADAS and autonomous steering stability.
Industrial Automation: Robust anomaly detection for Industry 4.0.
Edge AIoT: Ultra-lightweight stabilizers for resource-constrained sensors.

🤝 Innovation Partnerships

We collaborate with global leaders to harden their AI infrastructure. If you are integrating AI into safety-critical systems and require deterministic reliability, let’s connect.

Current TRL: 4/5 (Validated in lab & relevant environments)
Contact: antonypamo@gmail.com