Human Memory
Norfolk
Turns documents, notes, meetings, links, and captures into evidence memory.
Learn more →Memory infrastructure for people and agents
Lost context is not gone. It just has not been recalled yet.
Nunchi AI builds memory infrastructure that lets people, agents, and workflows recover the knowledge, decisions, and execution history they need to keep working.
Nunchi operating stack
Memory, execution, and observability form one agent operating stack.
Norfolk and Nexus form Nunchi Memory, and Engram is the execution runtime optimized for Nexus-backed work. Axon and Conductor belong to Circuit and cross-boundary enterprise flows.
Agent Memory
Nexus
Stores agent decisions, verification, and recovery paths for future runs.
Learn more →Nexus-optimized Runtime
Engram
Execution runtime optimized for Nexus Agent Memory.
Learn more →Gateway
Axon
Connects mail, calendar, GitHub, docs, APIs, and memory systems.
Learn more →Workflow Surface
Conductor / Circuit
Routes Slack instructions into local worker execution and PR/recovery reports.
Learn more →Execution Review
Cortex
Read-only projection that joins C8 events with Agent Memory records.
Circuit surfaceAgent Memory Control Plane
MaaS
API layer for products that need Nunchi memory lanes.
Learn more →Use cases
Choose the setup that fits your situation.
From an individual organizing documents to a 50-person IT company, the same memory infrastructure can run as local, cloud, workflow, or API setups.
Engram only
A developer who needs a model-agnostic agent harness
Install Engram as a standalone runtime. Start with local sessions and optional Agent Memory connections.
Nunchi Memory Local + Engram
A personal work agent with your own memory
Engram calls local Norfolk/Nexus adapters through an AMCP Memory Port. No network Axon server is required, but the AMCP contract still applies.
Circuit Workflow
A 10-50 person IT team that wants Slack-to-PR execution
Conductor manages intake and approval, Engram runs on the local worker, and Enterprise Axon gates memory and external systems.
MaaS Cloud
An AI product company that needs long-term memory
MaaS provides the memory API and control plane; Axon handles auth, trace, routing, and policy.
MaaS
Nunchi memory does not stay inside our own products.
MaaS is the control plane that lets external products attach Human Memory and Agent Memory through APIs.
intake.completedTaskSpec confirmed
tool.completed3 files changed
verification.completedbuild + tests passed
memory.completedNexus cited record joined
C8 events and Agent Memory joins become reviewable cards.