Cloud-Native Technology Stack
Built for multi-cloud deployment on Azure, GCP, and AWS
Supported Cloud Platforms
Deploy Bandroid.AI on your preferred cloud provider with native service integration
Microsoft Azure
Core Services:
Azure Kubernetes Service (AKS) - Container orchestration
Azure Functions - Serverless agent execution
Azure Cosmos DB - Globally distributed data
Azure Cognitive Search - Vector search
Azure Event Hubs - Event streaming
Azure Service Bus - Message queuing
Azure Monitor - Observability
Azure Key Vault - Secrets management
AI/ML Services:
Azure OpenAI Service
Azure Machine Learning
Azure AI Document Intelligence
Google Cloud Platform
Core Services:
Google Kubernetes Engine (GKE) - Container orchestration
Cloud Functions - Serverless compute
Cloud Firestore - NoSQL database
Vertex AI Vector Search - Semantic search
Pub/Sub - Event messaging
Cloud Tasks - Task queuing
Cloud Monitoring - Observability
Secret Manager - Secrets management
AI/ML Services:
Vertex AI (Gemini)
AutoML
Document AI
Amazon Web Services
Core Services:
Amazon EKS - Kubernetes orchestration
AWS Lambda - Serverless functions
Amazon DynamoDB - NoSQL database
OpenSearch Service - Vector search
Amazon EventBridge - Event bus
Amazon SQS - Message queuing
Amazon CloudWatch - Monitoring
AWS Secrets Manager - Secrets storage
AI/ML Services:
Amazon Bedrock (Claude)
Amazon SageMaker
Amazon Textract
Core Architecture Components
Container Orchestration
Kubernetes-based orchestration for agent swarms with auto-scaling, self-healing, and rolling updates.
Azure AKS / Google GKE / Amazon EKS
Horizontal Pod Autoscaling
Service mesh (Istio/Linkerd)
GitOps deployment (Flux/ArgoCD)
Serverless Compute
Event-driven agent execution with automatic scaling and pay-per-use pricing.
Azure Functions / Cloud Functions / Lambda
Event-driven triggers
Cold start optimization
Durable functions for workflows
Data Layer
Multi-model database architecture with vector stores for RAG-based knowledge retrieval.
NoSQL: Cosmos DB / Firestore / DynamoDB
Vector: Cognitive Search / Vertex AI / OpenSearch
Time-series: InfluxDB for metrics
Graph: Neo4j for relationships
Event Streaming
Real-time event processing for agent communication and coordination.
Event Hubs / Pub/Sub / EventBridge
Apache Kafka for high-throughput
Message queuing: Service Bus / Tasks / SQS
Event sourcing patterns
Security & Identity
Zero-trust security model with identity-based access control at every boundary.
Azure AD / Cloud Identity / IAM
Key Vault / Secret Manager / Secrets Manager
Managed identities for agents
Network policies and encryption
Observability
Comprehensive monitoring, logging, and tracing for autonomous agent behavior.
Monitor / Cloud Monitoring / CloudWatch
Distributed tracing (OpenTelemetry)
Log aggregation (ELK stack)
Custom metrics and dashboards
AI/ML Infrastructure
Large Language Models
Azure OpenAI (GPT-4, GPT-3.5)
Google Vertex AI (Gemini)
Amazon Bedrock (Claude)
Self-hosted LLMs (Llama, Mistral)
Vector Search
Azure Cognitive Search
Vertex AI Vector Search
Amazon OpenSearch
Pinecone / Weaviate / Qdrant
ML Operations
Azure Machine Learning
Vertex AI Training
Amazon SageMaker
MLflow for experiment tracking
Multi-Cloud & Hybrid Deployment
Multi-Cloud Benefits
Avoid vendor lock-in - Freedom to choose best services
Cost optimization - Leverage competitive pricing
Regional compliance - Meet data residency requirements
Disaster recovery - Cross-cloud redundancy
Best-of-breed services - Use optimal cloud services
Hybrid Deployment
On-premises integration - Connect to existing systems
Edge computing - Deploy agents at edge locations
Private cloud - Dedicated infrastructure option
Gradual migration - Progressive cloud adoption
Air-gapped deployment - For high-security environments
Infrastructure as Code
Terraform
Multi-cloud provisioning
Pulumi
Infrastructure in TypeScript/Python
Helm Charts
Kubernetes packaging
ARM/CloudFormation
Native cloud templates
DevOps & CI/CD Pipeline
Continuous Integration
GitHub Actions / Azure DevOps / Jenkins
Automated testing (unit, integration, E2E)
Code quality gates (SonarQube)
Security scanning (Snyk, Trivy)
Container image building
Continuous Deployment
GitOps with Flux/ArgoCD
Blue-green deployments
Canary releases
Automated rollbacks
Progressive delivery (Flagger)
Cloud Service Mapping
Equivalent services across cloud providers
| Category | Azure | GCP | AWS |
|---|---|---|---|
| Container Orchestration | Azure Kubernetes Service (AKS) | Google Kubernetes Engine (GKE) | Amazon Elastic Kubernetes Service (EKS) |
| Serverless Functions | Azure Functions | Cloud Functions | AWS Lambda |
| NoSQL Database | Azure Cosmos DB | Cloud Firestore / Datastore | Amazon DynamoDB |
| Vector Search | Azure Cognitive Search | Vertex AI Vector Search | Amazon OpenSearch Service |
| Event Streaming | Azure Event Hubs | Cloud Pub/Sub | Amazon EventBridge / Kinesis |
| Message Queue | Azure Service Bus | Cloud Tasks | Amazon SQS |
| Monitoring | Azure Monitor | Cloud Monitoring | Amazon CloudWatch |
| Secrets Management | Azure Key Vault | Secret Manager | AWS Secrets Manager |
| Identity & Access | Azure Active Directory | Cloud Identity / IAM | AWS IAM |
| Large Language Models | Azure OpenAI Service | Vertex AI (Gemini) | Amazon Bedrock |
| ML Platform | Azure Machine Learning | Vertex AI | Amazon SageMaker |
| Document Processing | Azure AI Document Intelligence | Document AI | Amazon Textract |
Performance & Scalability
Low Latency
{"< 100ms"}
Response time for agent decisions
Auto-Scaling
0-1000+
Agent instances based on load
High Availability
99.99%
Uptime SLA across regions
Global Reach
60+
Regions worldwide deployment