Agentic AI Architectures

Operational intelligence powered by orchestrated, governed and auditable agents.

1. Agent Architecture & Orchestration

Graph-based and dynamic workflows that weave deterministic logic with adaptive AI reasoning.

2. Tools, Skills & Enterprise Integrations

Safe, verifiable hands for agents to act on real enterprise systems.

3. Context, Memory & State

Long-term recall and deep contextual awareness tied to users and workflows.

4. Guardrails & Safety

Layered controls on every model call, tool call and response.

5. Security & Identity

Enterprise-grade identity, access control and data protection for agents.

6. Evaluation & Quality Assurance

Measurable confidence that agents behave correctly before and after release.

7. Live, Multimodal & Edge Agents

Low-latency interaction for voice, vision and on-device experiences.

8. Observability & Production Operations

Running agents reliably at enterprise scale.

Google ADKGoogle ADK
LangChainLangChain
MCPModel Context Protocol
Google Cloud Vertex AIVertex AI
Google GeminiGoogle Gemini
Anthropic ClaudeAnthropic Claude
OpenAIOpenAI
DeepseekDeepseek