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AI Agent Suite

Deploy enterprise AI faster with pre-built orchestration, controls, and observability. Built for regulated environments.

Built for enterprise deployment

Proven in regulated environments with the controls and observability you need.

Deploy faster

Pre-built orchestration and controls reduce time-to-production. Get from business case to deployed agents in weeks, not months.

Stay in control

Human-in-the-loop approvals and comprehensive audit trails. Maintain governance and regulatory compliance at every step.

Scale confidently

Enterprise observability and error handling for reliability. Monitor, debug, and optimise with full visibility into execution.

How it works

Framework Architecture

  • Graph-Based Workflows - Execute complex tasks through structured decision trees and state management with built-in error recovery.
  • Plan-Act-Reflect Pattern - Break tasks into clear steps with built-in learning from outcomes and continuous improvement cycles.
  • Development Platform - Debug, test, and monitor applications with full visibility into execution traces and performance metrics.
  • Agent Composability - Build complex workflows by combining specialised agents with clear communication protocols and shared context.
  • Interface Flexibility - Support both terminal and websocket connections with real-time bidirectional communication capabilities.

Core Capabilities

  • Human Oversight - Built-in approval workflows for controlled automation deployment with detailed audit trails.
  • Tool Integration - Modular system for adding capabilities through standardised interfaces with versioned implementations.
  • Memory System - Learn from past interactions through structured episodic storage with contextual retrieval.
  • Error Handling - Comprehensive logging and recovery systems with automated fallback mechanisms for production stability.
  • Enterprise Standards - Support for Python, TypeScript, and REST APIs with comprehensive documentation and examples.

Ready to deploy enterprise-grade AI?

Experience the AI Agent Suite in your environment with full regulatory compliance. Our team can help you identify the right use cases and implementation approach for your specific industry needs.

Talk to us about the AI Agent Suite

Fluid Tech

Fluid Tech

Enterprise AI Platform

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