Autonomous AI Agents & Intelligent Systems

Specialized engineering studio building cognitive architectures, multi-agent swarms, and AI-first applications for enterprise automation.

5+

Years in AI

50+

Agents Deployed

100%

AI-Centric

About Revonex Labs

Pioneering the future of autonomous software

Revonex Labs is a specialized AI engineering studio focused on building autonomous software agents. We move beyond simple chatbots to create intelligent systems that plan, execute, and learn.

Our core expertise lies in designing cognitive architectures and multi-agent systems that automate complex workflows. We support these core AI systems with robust, modern web interfaces, ensuring seamless human-AI collaboration.

Cognitive Architectures

Designing agents with memory, planning, and reasoning capabilities (ReAct, CoT)

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Multi-Agent Swarms

Orchestrating teams of specialized agents to solve complex tasks collaboratively

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AI-First Web Apps

Building responsive interfaces specifically designed for interacting with intelligent agents

Enterprise Integration

Connecting AI agents securely to your existing internal tools and databases

Our Products

Cognitive tools for the modern enterprise

Core Services

From custom agent development to full-scale cognitive systems

AI-Supportive Web Apps

Support Service

We build the necessary container for your AI. Modern, reactive web applications that serve as the interface for your users to interact with and control your AI agents.

React Next.js FastAPI Real-time WS

RAG & Knowledge Bases

Data AI

Construction of high-performance vector databases and Retrieval-Augmented Generation pipelines, giving your agents access to your private company data.

Vector DBs Embeddings Unstructured.io

LLM Evaluation & Fine-Tuning

Optimization

We don't just deploy; we optimize. Systematic evaluation of agent performance and fine-tuning of open-source models for domain-specific tasks.

Evaluation LoRA HuggingFace

Agentic Tech Stack

Built on the bleeding edge of AI engineering

Agent Frameworks & LLMs

Infrastructure & Vector DBs

App Support

The Agentic Workflow

How we build brains for your business

01

Cognitive Mapping

We analyze your human workflows and map them to agent capabilities and tools.

02

Agent Engineering

Development of prompts, chains, tools, and memory systems using modern frameworks.

03

Eval & Tuning

Rigorous testing of agent reasoning accuracy and tool usage reliability.

04

Deployment

Containerized deployment of agents with monitoring for drift and hallucination.

Selected Work

Real-world autonomous systems

Autonomous Financial Research Agent

Autonomous Financial Researcher

A swarm of agents that continuously monitors market news, analyzes sentiment, and generates investment briefings automatically every morning.

CrewAI Python Bloomberg API
500+ Hours Saved/Mo
Enterprise RAG Platform

Enterprise RAG Knowledge Hub

A centralized intelligence platform that allows employees to query terabytes of internal PDFs and documents with 99% accuracy.

LangChain Pinecone GPT-4
2s Retrieval Time
Multi-Agent Customer Support

L1 Support Agent Swarm

A multi-agent system that handles Level 1 support tickets, autonomously troubleshooting issues and only escalating complex cases to humans.

Autogen Zendesk API NLU
70% Auto-Resolution

Trusted Partners

"The agents Revonex built for us act almost like human employees. They reason, they ask for clarification, and they get the job done."

Sarah Jenkins

CTO, FinTech Startup

"Finally, an AI shop that understands 'engineering' and not just 'prompting'. Their multi-agent architecture is rock solid."

Mark Davis

VP Engineering, Logistics Co.
⭐⭐⭐⭐⭐ Clutch Top AI Developer
⭐⭐⭐⭐⭐ G2 High Performer

Automate Your Business

Let's discuss how agents can work for you

Free Agentic Discovery

30-minute brain-dump session. We'll identify the best high-value workflows to automate in your business.

📅 Book Strategy Call