Launching Q2 2026

AWI Analytics
AI-Powered Engineering Data Insights

Modern engineering requires modern analytics. Transform your engineering data into actionable insights with AI.

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How it Works

Three Simple Steps

From raw data to actionable insights in minutes, not days.

01

Sync

Connect your data sources seamlessly. Upload files, sync with cloud storage, or connect directly to your SQL databases. AWI Analytics ingests and understands your technical data automatically.

02

Analyse

Our AI-powered engine processes your engineering data, identifying patterns, anomalies, and trends. Get deep insights into downtime, equipment performance, and operational efficiency without writing a single query.

03

Act

Receive AI-driven recommendations and actionable insights. Make data-driven decisions to optimise maintenance schedules, diagnose equipment issues, and improve overall plant performance.

How AWI Analytics Compares - comparison chart showing advantages over ChatGPT, Claude, Gemini, and Traditional BI tools like PowerBI and Tableau
Features

Powerful AI-Driven Analytics

Everything you need to transform your engineering data into competitive advantage.

🤖

Automated Analytics

AI automatically processes and analyses your data, surfacing insights that would take analysts days to uncover.

  • Pattern recognition
  • Anomaly detection
💡

AI Insights

Get intelligent insights and explanations about your data in plain English. Ask questions and receive detailed answers.

  • Natural language queries
  • Contextual explanations
🎯

AI Recommendations

Receive proactive recommendations based on your analytics results. Know what to do next, not just what happened.

  • Action suggestions
  • Priority ranking
📊

Live Data Views

Real-time dashboards and visualisations that update as your data changes. Always have the latest picture.

  • Real-time updates
  • Custom visualisations
🔧

Technical Data Understanding

Purpose-built to understand engineering data - temperature, vibration, RPM, pressure, and more.

  • Sensor data analysis
  • Time-series processing
⚡

Instant Setup

No complex configuration required. Connect your data and start getting insights within minutes.

  • No coding required
  • Guided onboarding
Use Cases

Built for Engineering Teams

From the shop floor to the boardroom, AWI Analytics delivers value across your organisation.

🏭

Downtime Analysis

Analyse manufacturing downtime data to identify root causes, spot patterns, and improve targeted maintenance efforts. Reduce unplanned stops and optimise production schedules.

🔍

Equipment Diagnostics

Monitor temperature, vibration, RPM and other sensor data to diagnose equipment problems before they cause failures. Empower your engineering teams with predictive insights.

📈

Management Reporting

Give management teams live data views and clear visualisations to support data-driven decisions instead of hunches. Turn complex data into executive-ready insights.

Integrations

Connect Your Data

Seamlessly integrate with your existing tools and data sources.

📁 File Upload
☁️ Cloud Storage
🗄️ SQL Databases
⚙️ PLCs
🔧 CMMS
📡 SCADA
📶 IoT Devices
Powered by AI

Intelligent by Design

Built on cutting-edge AI technology to deliver accurate, reliable insights for your engineering data.

🧠 Claude AI

Powering general queries and natural language understanding

⚡ Custom Agentic RAG

Purpose-built pipeline for technical data analysis

Security

Your Data, Protected

Built with security at every layer — from authentication to data isolation.

🔑

Token-Based Authentication

Secure JWT authentication with scoped access for every user session.

  • JWT token authentication
  • Team & role management
🛡️

Encrypted Connections

All data in transit is encrypted via TLS. No unencrypted requests accepted.

  • HTTPS / TLS encryption
  • CORS origin allowlisting
🔒

Organisation-Scoped Isolation

Every query, dataset, and dashboard is scoped to your organisation. Your data is never shared or visible to other accounts.

  • Per-organisation data isolation
  • Access logging enabled
☁️

Encrypted Cloud Storage

Data at rest is stored on AWS S3 with AES-256 server-side encryption (SSE-S3) applied by default to all objects.

  • AES-256 encryption at rest
  • Managed hosting with TLS termination
✋

Your Data Stays Yours

Your operational data is never sold or shared with other customers. You retain full ownership of everything you upload.

  • No data sold or monetised
  • Full data ownership retained
🧑‍🤝‍🧑

Team Access Controls

Invite team members with scoped permissions. Control who can view, edit, and manage data across your organisation.

  • Invite-based team onboarding
  • Role-based access control

Ready to Transform Your Data?

Join the future of engineering analytics. Get early access to AWI Analytics.

Book a Demo Get Early Access →