IntegAI™
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Technology
IntegAI™ architecture
Every architectural decision optimizes for auditability, performance, and data sovereignty. No black boxes. No hidden calls. Full observability.
Layered Architecture
Clean separation of concerns with well-defined interfaces between layers.
1
Presentation Layer
API gateway, authentication, rate limiting
REST/GraphQL APIOAuth 2.0 / OIDCAPI versioningRequest validation
2
Orchestration Layer
Workflow management, agent coordination, routing
Orchestrator AgentPlanner AgentTask queueState management
3
Processing Layer
RAG, inference, reasoning, tool execution
Retriever AgentReasoner AgentExecutor AgentTools Agent
4
Safety Layer
Constitutional constraints, policy enforcement, validation
Safety AgentJudge AgentValidator AgentPolicy engine
5
Persistence Layer
Data storage, memory, artifact management
Memory AgentObserver AgentPublisher AgentArtifact store
Technology Stack
Built on proven, enterprise-grade open source with flexibility to swap components based on your requirements.
Agent Framework
- LangGraph
- LangChain
- Custom orchestration
Vector Storage
- Chroma
- Pinecone
- Weaviate
Graph Database
- Neo4j
- ArangoDB
Model Inference
- Ollama (local)
- vLLM
- TensorRT
Supported Models
- Llama 3
- Mistral
- Gemma
- Phi-3
- Custom fine-tunes
API Layer
- FastAPI
- GraphQL
- gRPC
Observability
- OpenTelemetry
- Prometheus
- Grafana
Security
- Vault
- OAuth 2.0
- mTLS
Constitutional Constraints
Safety isn't an afterthought—it's enforced at the architecture level through configurable constitutional constraints.
Policy Enforcement
- • Configurable content policies per deployment
- • Industry-specific compliance rules
- • PII detection and redaction
- • Output validation before delivery
Routing Controls
- • Data classification-based routing
- • Offline-only mode for sensitive data
- • Explicit consent gates for external calls
- • Full audit trail of routing decisions
Performance Targets
Enterprise-grade performance with local inference. No compromise between security and speed.
< 800ms
TTFT
Time to First Token
40+ tok/s
Throughput
P50 Generation Speed
< 2s
Latency
Average Response Time
99.9%
Uptime
SLA Availability
Deployment Options
Deploy where it makes sense for your organization. Your infrastructure, your rules.
🏢
On-Premise
Full deployment within your data center. Maximum control and isolation.
- Air-gapped capable
- Custom hardware
- Full root access
- No cloud dependency
☁️
Private Cloud
Deploy in your AWS, Azure, or GCP environment with full VPC isolation.
- VPC deployment
- Your cloud account
- Cloud-native integrations
- Managed scaling
🔀
Hybrid
Sensitive processing on-premise, scalable workloads in cloud.
- Flexible routing
- Data classification
- Cost optimization
- Burst capacity
Want the technical deep-dive?
Schedule a technical review with our architecture team. We'll walk through the stack, answer your questions, and discuss integration with your systems.