AI Architecture for SMEs

Cutting-edge technology stack for scalable, secure, and high-performance AI solutions. Cloud-native architecture focused on reliability, compliance, and seamless integration with existing systems.

Multi-Layer Architecture

🖥️

Presentation Layer

Intuitive and responsive user interfaces for seamless interaction with AI systems. Real-time dashboards, advanced visualizations, and RESTful APIs for integration.

React / Next.js
Frontend Framework
Streamlit
Data Apps
Grafana
Monitoring Dashboard
PowerBI
Business Intelligence
⚙️

Application Layer

Scalable microservices for AI model orchestration, business logic, and workflow automation. Container-based architecture for flexible deployment and simplified maintenance.

FastAPI
API Framework
Kubernetes
Orchestration
Apache Airflow
Workflow Management
RabbitMQ
Message Queue
🧠

AI/ML Layer

Core AI capabilities with state-of-the-art models, training pipelines, and inference optimization. Support for LLMs, computer vision, NLP, and custom models.

OpenAI GPT-4
Language Model
Claude 3
Language Model
TensorFlow
ML Framework
PyTorch
Deep Learning
Hugging Face
Model Hub
LangChain
LLM Framework
NVIDIA Triton
Inference Server
MLflow
ML Lifecycle
💾

Data Layer

Robust data management with support for structured/unstructured data, real-time streaming, and data lake architecture for advanced analytics.

PostgreSQL
Relational DB
MongoDB
NoSQL DB
Pinecone
Vector DB
Redis
Cache
Apache Kafka
Streaming
Databricks
Data Lakehouse
Apache Spark
Processing
MinIO
Object Storage

Infrastructure Layer

Cloud-native infrastructure with auto-scaling, high availability, and disaster recovery. Multi-cloud strategy for vendor independence and cost optimization.

Azure
Cloud Platform
AWS
Cloud Platform
Docker
Containerization
Terraform
IaC
GitHub Actions
CI/CD
ArgoCD
GitOps
Prometheus
Monitoring
ELK Stack
Logging

Technology Stack Optimized for SMEs

🤖

AI & Machine Learning

  • Large Language Models (GPT-4, Claude)
  • Computer Vision (YOLO, ResNet)
  • NLP & Text Analytics
  • Reinforcement Learning
  • AutoML Pipelines
  • Federated Learning

Cloud & Infrastructure

  • Azure AI Services
  • AWS SageMaker
  • Google Cloud AI Platform
  • Hybrid Cloud Solutions
  • Edge Computing
  • 5G Private Networks

Data Engineering

  • ETL/ELT Pipelines
  • Real-time Data Streaming
  • Data Quality Management
  • Feature Engineering
  • Data Versioning (DVC)
  • Data Governance

Security & Compliance

  • End-to-end Encryption
  • Zero Trust Architecture
  • GDPR Compliance Tools
  • Audit Logging
  • Identity Management (OAuth, SAML)
  • Vulnerability Scanning

DevOps & MLOps

  • CI/CD Pipelines
  • Model Registry & Versioning
  • A/B Testing Framework
  • Blue-Green Deployments
  • Infrastructure as Code
  • Automated Testing

Monitoring & Analytics

  • Real-time Performance Metrics
  • Model Drift Detection
  • Business KPI Dashboards
  • Alert Management
  • Cost Optimization
  • User Analytics

Security & Compliance First

Data Protection

Encryption at rest and in transit, data masking, tokenization, and secure key management with HSM compliance.

Privacy by Design

Integrated GDPR compliance, data minimization, consent management, and right to be forgotten implementation.

Access Control

Role-based access control (RBAC), multi-factor authentication, privileged access management, and complete audit trails.

Compliance Standards

ISO 27001, SOC 2 Type II, HIPAA ready, PCI DSS compatible for maximum regulatory compliance.

SME Integrations

Seamless integration with major business systems to maximize the value of existing investments and accelerate time-to-value.

SAP
Salesforce
Oracle
Microsoft 365
ServiceNow
Slack
HubSpot
Siemens MindSphere

Performance & Reliability

99.99%
Uptime SLA
Guaranteed availability with multi-region redundancy
<100ms
API Latency
Response time for 95th percentile of requests
10M+
Requests/Day
Request handling capacity with auto-scaling
PB Scale
Data Processing
Petabyte-scale big data management

Future-Ready Architecture

Discover how our SME-optimized architecture can transform your AI infrastructure and accelerate innovation.

Request Architecture Review