Fluid AI Platform

A production-ready framework for building autonomous AI agents with LangGraph. Built on PostgreSQL and event-driven architecture for enterprise reliability. Proven in regulated environments with built-in compliance controls.

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.

Meet Our Agents

Discover how our framework powers diverse AI solutions across industries. Each agent demonstrates the flexibility and capability of the Fluid AI Platform in solving real-world challenges.

Sofia - Sales Growth - Transforms market and sales data into strategic insights, delivering actionable growth recommendations and comprehensive performance analytics.

Sofia - Sales Growth

Transforms market and sales data into strategic insights, delivering actionable growth recommendations and comprehensive performance analytics.

Charlie - Compliance - Creates visual maps showing where organisations excel or fall short in meeting regulatory requirements, making it easy to spot and fix compliance gaps.

Charlie - Compliance

Creates visual maps showing where organisations excel or fall short in meeting regulatory requirements, making it easy to spot and fix compliance gaps.

Alex - Company Insights - Analyses businesses to identify their best opportunities for AI implementation, delivering recommendations based on research and industry insights.

Alex - Company Insights

Analyses businesses to identify their best opportunities for AI implementation, delivering recommendations based on research and industry insights.

Tom - Regulated Trading - Enhances regulated market trading decisions through expert analysis and oversight, providing recommendations whilst ensuring compliance.

Tom - Regulated Trading

Enhances regulated market trading decisions through expert analysis and oversight, providing recommendations whilst ensuring compliance.

pregel_chad - Crypto - Executes cryptocurrency trades by monitoring political events and market opportunities, whilst maintaining human oversight for safety.

pregel_chad - Crypto

Executes cryptocurrency trades by monitoring political events and market opportunities, whilst maintaining human oversight for safety.

pregel_chad_pro_max - Crypto - Enhanced autonomous trading through advanced market analysis and risk management, using past trading experience to improve future decisions.

pregel_chad_pro_max - Crypto

Enhanced autonomous trading through advanced market analysis and risk management, using past trading experience to improve future decisions.

Guru - Review Basic - Streamlines Google review management for single-location businesses, ensuring timely and professional responses to maintain strong customer relationships.

Guru - Review Basic

Streamlines Google review management for single-location businesses, ensuring timely and professional responses to maintain strong customer relationships.

Guru - Review Pro - Manages customer reviews across multiple business locations on Google, crafting personalised responses while maintaining brand consistency.

Guru - Review Pro

Manages customer reviews across multiple business locations on Google, crafting personalised responses while maintaining brand consistency.

Indie - Instagram - Maximises Instagram engagement through optimised content scheduling, delivering data-driven posting strategies and comprehensive performance analytics.

Indie - Instagram

Maximises Instagram engagement through optimised content scheduling, delivering data-driven posting strategies and comprehensive performance analytics.

Nova - YouTube Revenue - Optimises YouTube channel performance through strategic content and monetisation, delivering actionable recommendations for revenue growth.

Nova - YouTube Revenue

Optimises YouTube channel performance through strategic content and monetisation, delivering actionable recommendations for revenue growth.

Maya - Mental Health - Conducts screening conversations to match individuals with compatible therapists, improving the quality of mental health support connections.

Maya - Mental Health

Conducts screening conversations to match individuals with compatible therapists, improving the quality of mental health support connections.

Finn - Fitness Coach - Creates personalised fitness and wellness programmes by analysing needs, delivering actionable health recommendations that drive real results.

Finn - Fitness Coach

Creates personalised fitness and wellness programmes by analysing needs, delivering actionable health recommendations that drive real results.

Greg - The Gregulator - Uh, so like, I take your big corporate dreams and turn them into actual stuff people can do? Like, a real plan? *nervous laugh* That's synergy, right? That's growth.

Greg - The Gregulator

Uh, so like, I take your big corporate dreams and turn them into actual stuff people can do? Like, a real plan? *nervous laugh* That's synergy, right? That's growth.

Gareth - Financial Extractor - Extracts and analyzes financial statements from scanned documents, converting unstructured data into actionable financial insights.

Gareth - Financial Extractor

Extracts and analyzes financial statements from scanned documents, converting unstructured data into actionable financial insights.

Iris - Insurance Claims - Streamlines insurance claims processing by gathering incident details, assessing coverage, and providing clear guidance through the claims journey.

Iris - Insurance Claims

Streamlines insurance claims processing by gathering incident details, assessing coverage, and providing clear guidance through the claims journey.

Sofia - Sales Growth - Transforms market and sales data into strategic insights, delivering actionable growth recommendations and comprehensive performance analytics.

Sofia - Sales Growth

Transforms market and sales data into strategic insights, delivering actionable growth recommendations and comprehensive performance analytics.

Charlie - Compliance - Creates visual maps showing where organisations excel or fall short in meeting regulatory requirements, making it easy to spot and fix compliance gaps.

Charlie - Compliance

Creates visual maps showing where organisations excel or fall short in meeting regulatory requirements, making it easy to spot and fix compliance gaps.

Alex - Company Insights - Analyses businesses to identify their best opportunities for AI implementation, delivering recommendations based on research and industry insights.

Alex - Company Insights

Analyses businesses to identify their best opportunities for AI implementation, delivering recommendations based on research and industry insights.

Tom - Regulated Trading - Enhances regulated market trading decisions through expert analysis and oversight, providing recommendations whilst ensuring compliance.

Tom - Regulated Trading

Enhances regulated market trading decisions through expert analysis and oversight, providing recommendations whilst ensuring compliance.

pregel_chad - Crypto - Executes cryptocurrency trades by monitoring political events and market opportunities, whilst maintaining human oversight for safety.

pregel_chad - Crypto

Executes cryptocurrency trades by monitoring political events and market opportunities, whilst maintaining human oversight for safety.

pregel_chad_pro_max - Crypto - Enhanced autonomous trading through advanced market analysis and risk management, using past trading experience to improve future decisions.

pregel_chad_pro_max - Crypto

Enhanced autonomous trading through advanced market analysis and risk management, using past trading experience to improve future decisions.

Guru - Review Basic - Streamlines Google review management for single-location businesses, ensuring timely and professional responses to maintain strong customer relationships.

Guru - Review Basic

Streamlines Google review management for single-location businesses, ensuring timely and professional responses to maintain strong customer relationships.

Guru - Review Pro - Manages customer reviews across multiple business locations on Google, crafting personalised responses while maintaining brand consistency.

Guru - Review Pro

Manages customer reviews across multiple business locations on Google, crafting personalised responses while maintaining brand consistency.

Indie - Instagram - Maximises Instagram engagement through optimised content scheduling, delivering data-driven posting strategies and comprehensive performance analytics.

Indie - Instagram

Maximises Instagram engagement through optimised content scheduling, delivering data-driven posting strategies and comprehensive performance analytics.

Nova - YouTube Revenue - Optimises YouTube channel performance through strategic content and monetisation, delivering actionable recommendations for revenue growth.

Nova - YouTube Revenue

Optimises YouTube channel performance through strategic content and monetisation, delivering actionable recommendations for revenue growth.

Maya - Mental Health - Conducts screening conversations to match individuals with compatible therapists, improving the quality of mental health support connections.

Maya - Mental Health

Conducts screening conversations to match individuals with compatible therapists, improving the quality of mental health support connections.

Finn - Fitness Coach - Creates personalised fitness and wellness programmes by analysing needs, delivering actionable health recommendations that drive real results.

Finn - Fitness Coach

Creates personalised fitness and wellness programmes by analysing needs, delivering actionable health recommendations that drive real results.

Greg - The Gregulator - Uh, so like, I take your big corporate dreams and turn them into actual stuff people can do? Like, a real plan? *nervous laugh* That's synergy, right? That's growth.

Greg - The Gregulator

Uh, so like, I take your big corporate dreams and turn them into actual stuff people can do? Like, a real plan? *nervous laugh* That's synergy, right? That's growth.

Gareth - Financial Extractor - Extracts and analyzes financial statements from scanned documents, converting unstructured data into actionable financial insights.

Gareth - Financial Extractor

Extracts and analyzes financial statements from scanned documents, converting unstructured data into actionable financial insights.

Iris - Insurance Claims - Streamlines insurance claims processing by gathering incident details, assessing coverage, and providing clear guidance through the claims journey.

Iris - Insurance Claims

Streamlines insurance claims processing by gathering incident details, assessing coverage, and providing clear guidance through the claims journey.

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