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ZYNAPTRIX
NewIEEE IRAI 2026 Peer-Reviewed Publication

Enterprise Software & Enterprise AI Platforms.

Zynaptrix is a global enterprise software development & AI engineering company. We architect mission-critical software platforms, microservice integration gateways, agentic AI copilots, and custom cloud solutions.

Zynaptrix logo mark

90.15%

Fault-detection precision

Industrial AI Copilot

< 2 ms

Integration Gateway overhead

Synapse Cloud Engine

0

False ownership claims

PhotoMark, 68+ controls

IEEE

Peer-reviewed research

IRAI 2026, Melbourne

Core Capabilities

Enterprise Software Engineering & Platform Architecture.

We take complex software challenges through full-lifecycle engineering: research, high-concurrency cloud architecture, and mission-critical production software.

Enterprise Integration

Cloud-native microservice gateways, high-concurrency API layers, and enterprise event buses built for scale.

Agentic Enterprise AI

Multi-agent LLM orchestration, multimodal RAG engines, and physics-aware predictive AI engineered for zero downtime.

Custom Software Engineering

End-to-end cloud architecture, IAM identity management, and tailored digital transformation systems for modern enterprises.

Accepted · to appear in IEEE XploreIRAI26-000215

An Agentic Generative AI Framework for Industrial Predictive Maintenance: Physics-Aware Anomaly Detection with Multimodal Retrieval-Augmented Generation

A neuro-symbolic agentic framework that combines physics-aware anomaly detection, a six-agent LangGraph pipeline, multimodal RAG over engineering schematics, and institutional memory that learns from every resolved incident.

Venue

1st IEEE International Conference on Responsible Artificial Intelligence

  • 3-5 September 2026
  • La Trobe University City Campus, Melbourne, Australia
  • Sponsored by IEEE Industrial Electronics Society (IES)

90.15%

Precision

3.35%

False positive rate

0.8475

AUC-ROC

Engineering Principles

Enterprise reliability built into every line.

Software that runs core business logic or manages industrial physical assets must be resilient and auditable.

Enterprise Grade & Secure

Zero-trust architecture, automated guardrails, and compliance gates embedded from line one.

Grounded & Auditable

LLM execution is tied to verified evidence, physical operational bounds, and deterministic event logs.

Human-in-the-Loop

Our software empowers enterprise operators and engineers with explainable insights rather than black-box automation.

Honest Benchmarking

We publish rigorous evaluation metrics alongside real operating limits on all software platforms.

Leadership

Led by software architects & AI researchers.

Zynaptrix is led by experienced systems engineers who combine research rigor with production engineering discipline.

Meet the leadership

Imansha Dilshan

Co-Founder · AI & Product Engineering

Software Engineering, University of Kelaniya

Supun Tharaka

Co-Founder · Research & Machine Learning

Electronics & Computer Science, University of Kelaniya

Ready to transform your enterprise infrastructure?

We partner with enterprises, cloud teams, and industrial leaders to architect mission-critical software, enterprise AI platforms, and cloud integration systems.