New

Legal agents

Give your AI agents perfect memory.

We deliver and deploy custom AI agents and intelligent automation systems that remember everything, integrate seamlessly, and deliver measurable results.

Who we are

The memory layer for serious AI agents.

Most AI agents forget. We fix that. We build the long-term memory infrastructure that turns one-off agents into reliable, evolving teammates.

50%

reduction in operational costs

1800

hours saved for clients every month

93%

faster knowledge access

Solutions

Memory systems engineered for agents.

We don’t build generic chatbots. We build the persistent brain behind your agents.

Long-term memory infrastructure

Persistent knowledge that never forgets your data.

Long-term memory infrastructure

Persistent knowledge that never forgets your data.

RAG and retrieval systems

Accurate, context-aware answers drawn from your private documents.

RAG and retrieval systems

Accurate, context-aware answers drawn from your private documents.

Intelligent knowledge bases

AI-powered tagging, search, and organization at scale

Secure agent memory vaults

Private, encrypted storage with version history and audit logs.

Secure agent memory vaults

Private, encrypted storage with version history and audit logs.

Multi agent memory sync

Shared knowledge across teams of autonomous agents.

Real-time document intelligence

Automatic ingestion, summarization, and insight extraction

How we work

From scattered data to continuous agent memory.

usot network follows a proven three-step process designed specifically for building reliable agent memory systems.

Discover

3-6 days

Audit your existing data, workflows, and agent use cases to map memory gaps.

01

Discover

3-6 days

Audit your existing data, workflows, and agent use cases to map memory gaps.

01

Build

1.5-2 weeks

Design and implement a custom memory architecture tailored to your agents.

02

Build

1.5-2 weeks

Design and implement a custom memory architecture tailored to your agents.

02

Deploy

2 days

Connect your agents to the new memory layer with seamless integrations and zero downtime.

03

Deploy

2 days

Connect your agents to the new memory layer with seamless integrations and zero downtime.

03

Why choose us

Most “memory” solutions still let agents forget.

Here’s what separates real agent memory infrastructure from the rest.

Typical solutions

Basic vector search

Static document uploads

One-time setup

Public or leaky data

Agents hallucinate on old data

Automat memory systems

Full RAG + knowledge graph + intelligent routing

Real-time syncing + automatic versioning

Continuously improving, self-optimizing memory

Enterprise-grade security and private vaults

Always accurate, context-rich responses

Case studies

Real results. Real agents. Real memory.

Real results. Real agents. Real memory.

See how forward-thinking teams turned experimental AI agents into reliable, production systems with proper memory infrastructure.

See how forward-thinking teams turned experimental AI agents into reliable, production systems with proper memory infrastructure.

Customer support agent

Internal research agent

Sales agent

Helix AI

Usot's support agents were losing context and hallucinating on customer history. We built a conversation memory layer + company knowledge base.

91%

less hallucinations

68%

faster resolution

Customer support agent

Internal research agent

Sales agent

Helix AI

Usot's support agents were losing context and hallucinating on customer history. We built a conversation memory layer + company knowledge base.

91%

less hallucinations

68%

faster resolution

Reviews

What clients say when their agents finally remember.

Feedback from founders and AI teams running agents.

Usot Network completely transformed how our agents operate. We went from constant hallucinations and context loss to 94% answer accuracy. The memory infrastructure feels invisible but makes all the difference.

Maximilan Roche

CEO, Leapyear

CEO, Leapyear

FAQ

Clear answers about agent memory.

Everything you need to know before we build your memory layer.

Do I need advanced technical knowledge to work with Usot Network?

Not at all. We handle the entire memory architecture — vector stores, embeddings, retrieval systems, and integrations. You only need to provide access to your data and define what success looks like for your agents.

How long does it take to see results?

Most clients have a functional memory system live within 4–6 weeks. We typically deliver measurable improvements (accuracy, speed, reduced hallucinations) within the first 45 days.

What does a typical engagement look like?

We start with a free Memory Audit call, followed by a custom proposal. Projects usually include discovery, architecture design, implementation, integration, and 3 months of optimization and support.

How secure is the agent memory infrastructure?

Extremely. We use enterprise-grade encryption, private deployments, strict access controls, and full audit logging. Your data never leaves your environment unless you explicitly choose otherwise.

Can it integrate with our existing AI agents and tools?

Yes. We integrate seamlessly with LangChain, LlamaIndex, CrewAI, AutoGen, custom frameworks, and major LLM providers (OpenAI, Anthropic, Grok, etc.).

What happens after the initial deployment?

Memory systems need ongoing care. We offer continuous optimization, new data ingestion pipelines, performance monitoring, and regular upgrades so your agents keep improving as your business evolves.

Still have questions? Reach out to us at hello@usot.network

Stop building agents that forget.

Give them the memory infrastructure they deserve and watch them become truly autonomous.

Stop building agents that forget.

Give them the memory infrastructure they deserve and watch them become truly autonomous.

Stop building agents that forget.

Give them the memory infrastructure they deserve and watch them become truly autonomous.