ZYNOVIQ.

AI/ML ENGINE

Production-Grade AI at Enterprise Scale

50+ models, CPU-only LLM inference, and real-time processing at 50K+ events per second. Built for enterprises that demand accuracy, explainability, and zero GPU dependency.

Core Capabilities

Enterprise AI Without Compromise

50K+ Events/sec

Real-time streaming inference with sub-200ms latency across all model types.

CPU-Only Inference

No GPU required. Deploy on standard enterprise hardware with full LLM capabilities.

HalluGuard Integration

Proprietary hallucination detection that validates every LLM output before it reaches production.

Explainable AI

SHAP values, feature importance, and decision audit trails for every prediction.

ML Models

Battle-Tested Model Library

Gradient Boosting

CatBoost

Fraud scoring, revenue leakage detection

Gradient Boosting

XGBoost

Risk classification, anomaly ranking

Anomaly Detection

Isolation Forest

Outlier detection, transaction monitoring

Deep Learning

LSTM Networks

Time-series forecasting, sequential pattern analysis

Natural Language

spaCy NLP

Document analysis, entity extraction, contract review

Meta-Learning

Custom Ensembles

Multi-model voting, confidence calibration

CPU-Only LLMs

Large Language Models, No GPU Required

Deploy state-of-the-art LLMs on standard enterprise hardware. Air-gap compatible, data sovereign, and production-ready.

Mistral 7B

General reasoning, document summarization

Phi-3.5

Compact inference, edge deployment

Gemma-2

Multilingual analysis, regulatory text

Qwen2.5

Code analysis, structured data extraction

See Our AI Engine in Action

Schedule a technical deep-dive to explore model performance, explainability, and deployment options.