New
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Give your AI agents perfect memory.
We design 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.
Intelligent knowledge bases
AI-powered tagging, search, and organization at scale
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.
We follow a proven three-step process designed specifically for building reliable agent memory systems.
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
Reviews
What clients say when their agents finally remember.
Feedback from founders and AI teams running agents.
Automat 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
Our team
Our team has shipped production memory systems for autonomous agents at high-growth AI companies.
Greg Egan
Founder
Naomi Watts
Lead consultant
Carl Dewport
Lead engineer
Julie Mao
Pricipal AI architect
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 Automat?
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@automat.com
Blogs
Insights from Automat
Expert perspectives, technical deep dives, and real-world lessons on building reliable, scalable, and intelligent autonomous AI systems.
