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Neural Network Engine

AI & Intelligent Automation

Autonomous, neural-network-driven operations engine. Harness the power of generative AI and machine learning to automate complex workflows.

Optimised
Inference Performance
Model Selection
Based on Business Requirements
AI analyses complex operational data in real time.
 
Intelligent models identify patterns and support faster decisions.
 
Automated workflows reduce repetitive manual processes.
 
Machine learning continuously improves operational efficiency.
 
Generative AI helps teams automate complex business tasks.
 
Intelligent automation connects data, decisions and actions.
Architecture

Scalable Machine Learning Pipeline

How we ingest massive datasets, train custom models, and deploy scalable inference endpoints securely.

1

DATA LAKEHOUSE

Centralised storage for structured and unstructured training data.

2

MODEL TRAINING

GPU-accelerated computing nodes for rapid fine-tuning.

3

INFERENCE API

Secure gateway for routing prompts and managing context.

Ecosystem Integration

Seamlessly pull data from your existing data lakes and warehouses for model training.

Data Sources

  • Snowflake
  • Databricks
  • Apache Kafka

AI Frameworks

  • PyTorch
  • TensorFlow
  • Hugging Face

Vector Databases

  • Pinecone
  • Milvus
  • Weaviate

BI Tools

  • Tableau
  • PowerBI
  • Looker

Deployment Models & Security Frameworks

01

Managed Cloud AI

Utilises managed AI services such as Azure OpenAI and AWS Bedrock to support scalable enterprise AI deployments.

02

Sovereign Local Models

Local deployment of open-weight models such as Llama and Mistral to strengthen data control, privacy and sovereignty.

03

OWASP Top 10 for LLMs

Built-in protection against prompt injection and data poisoning.

04

GDPR & CCPA

Automated PII redaction before data enters the training pipeline.

05

EU AI Act

Assessment and governance capabilities designed to support alignment with applicable EU AI Act requirements.

Initiate

Build Resilience.
Drive Innovation.
Grow with Confidence.

Let's discuss how OAD Technologies can strengthen your technology, reduce risk, and prepare your organisation for what's next.