Step 01
Book a call
Book a call so we can understand your agent build use case and current dev stack.
0%
of tokens are wasted re-reading context your agent already processed.
Agent developers are naive to creative and optimal memory systems.
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How It Works
Step 02
Design your memory architecture
We design and propose a memory architecture system for you.
Step 03
Deploy and stay in production
Then we help you deploy and stay in production with you.
MaaS
memory as a service
Global sync
Multi-region memory mesh
Deploy memory infrastructure across regions. One graph, many agents, zero context bloat.
Persistence layer
Long-term memory stack
Knowledge that stays across sessions, tools, and time.
Retrieval layer
Context-aware RAG
Context-aware answers from private docs — not another noisy dump.
Graph layer
Relational knowledge graph
Entities, edges, and provenance — not flat chunks in a vector pile.
Vault layer
Encrypted memory vault
Encrypted storage with version history and audit logs.
Insights from Automat
Expert perspectives, technical deep dives, and real-world lessons on building reliable, scalable, and intelligent autonomous AI systems.
