Enterprise Intelligence
Without the Complexity

QSPECTIVE™ delivers quantum-level performance for optimization, AI, and analytics—on your existing infrastructure. No specialized hardware required.

10,000x Faster Optimization
90% Cost Reduction
Minutes Time to Deploy

AI-Powered

Advanced machine learning without the complexity

Multi-Cloud

Deploy anywhere, integrate everything

Real-Time

Instant insights from complex data

Enterprise-Grade

Security and compliance built-in

Trusted by Forward-Thinking Enterprises

SOC 2 Compliant
GDPR Ready
99.9% Uptime
24/7 Support
The Challenge

Enterprise Technology is Broken

Organizations struggle with fragmented systems, slow AI adoption, and mounting technical debt

Complexity Overload

Multiple disconnected systems require armies of specialists and months of integration work

AI Adoption Barriers

Quantum computing and advanced AI require specialized hardware and expertise most organizations don't have

Vendor Lock-In

Cloud providers trap you in proprietary ecosystems with escalating costs and limited flexibility

The Solution

One Platform. Unlimited Possibilities.

QSPECTIVE™ unifies AI, optimization, and analytics into a single, powerful platform

Quantum-Inspired Computing

Achieve quantum-level performance for optimization problems without quantum hardware. Our proprietary algorithms deliver exponential speedups on classical infrastructure.

  • 10,000x faster optimization
  • No specialized hardware needed
  • Deploy on any cloud or on-premise

Enterprise AI Platform

Build, train, and deploy AI models 100x faster with our integrated machine learning platform. From data prep to production in minutes, not months.

  • AutoML for rapid development
  • Pre-built industry models
  • Explainable AI built-in

Universal Cloud Abstraction

Deploy anywhere without vendor lock-in. Our unified API works across AWS, Azure, Google Cloud, and on-premise infrastructure seamlessly.

  • Multi-cloud by design
  • Zero migration costs
  • Automatic failover & scaling
Use Cases

Solving Real Business Problems

From supply chain to drug discovery, QSPECTIVE™ transforms operations across industries

Supply Chain Optimization

Optimize routes, inventory, and logistics in real-time. Reduce costs by 30% while improving delivery times.

Drug Discovery

Accelerate molecular simulation and compound screening. Reduce discovery time from years to months.

Financial Modeling

Portfolio optimization, risk analysis, and fraud detection with unprecedented speed and accuracy.

Manufacturing

Predictive maintenance, quality control, and production optimization powered by real-time AI.

Energy & Utilities

Grid optimization, demand forecasting, and renewable energy integration for maximum efficiency.

Healthcare

Patient outcome prediction, resource allocation, and clinical trial optimization with AI-driven insights.

Measurable Business Impact

Our customers see results in weeks, not years

90%
Cost Reduction

Compared to traditional enterprise AI platforms

10,000x
Performance Gain

For complex optimization problems

3 Months
Average ROI

Time to positive return on investment

99.9%
Uptime SLA

Enterprise-grade reliability

Ready to Transform Your Enterprise?

Join forward-thinking organizations already leveraging QSPECTIVE™ to solve their most complex challenges.

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🚀 Deployment Pipeline – QSPECTIVE Platform

App Service

App Folder

  • apps/production_ready/enableyou_qspective_flaskapp/
  • Startup: gunicorn --bind=0.0.0.0:8000 wsgi:application
  • Special: Dual-brand routing (EnableYou + QSpective in single app)

GitHub Actions

  1. Push to qi3ci_system_main → trigger workflow
  2. Install Python 3.11 + dependencies
  3. ZIP app folder (exclude __pycache__, .venv)
  4. Deploy ZIP → azure/webapps-deploy@v3
  5. Validate /api/health endpoint (200 OK required)

Azure Limitations

  • Procfile: web: gunicorn ... (with prefix)
  • Azure Portal: gunicorn ... (NO prefix)
  • Critical: Commands must match exactly or 503 errors occur
  • ZIP Deploy: Must include requirements.txt at root

Frontend Services Integration

  • APIM Proxy: Flask routes /api/*lj-apim.azure-api.net
  • Services Used: Documentation, Deployment Templates, Proposal Generator, Static Apps
  • Security: APIM subscription keys in App Service env vars (never exposed to browser)
  • Pattern: TypeScript services → Zustand stores → React UI

Health & Monitoring

  • Endpoint: /api/health (must return 200 OK)
  • Front Door: Probes every 30s via HTTP (not HTTPS)
  • Failure Mode: If probe fails → 503 for entire domain
  • Monitor: Azure Portal → App Service → Log Stream