for the enterprise
Sovereign AI memory, built to be owned.
Lumen — the governed memory layer your organization controls.
the stakes
AI without memory is a liability.
It forgets
Institutional knowledge stays locked in people and silos.
It invents
Confident hallucinations turn into real operational risk.
a different philosophy
Memory as the product — not a feature.
The entire platform exists to make AI remember accurately, and refuse to guess.
sovereign by design
Your data never leaves your infrastructure.
Fully self-hosted and private. No model vendor ever holds your institutional memory.
governed — less hallucination
Five mechanisms that keep it honest.
1 Grounding in real, retrieved data
2 A standing rule against fabrication
3 Verify-before-assert enforcement
4 Volatility flags on living facts
5 Continuous correction from its own errors
built for scale
The right store for every kind of memory.
Relational
Document
Graph
Vector
Cache
Object
retrieval by fusion
Keyword, meaning, and relationships — fused.
Lexical
Vector
Graph
→
One ranked recall
Answers from your organization's recorded reality.
fits your stack
Works with any LLM, across every tool.
MCP
REST
Event hooks
Any model
CRM & ticketing
Docs, code & chat
control & compliance
Data residency, auditability, and governance you control.
Self-hosted control that fits your SOC 2, ISO 27001, GDPR, and HIPAA programs — because the data and the infrastructure are yours.
production-grade
Runs on a hardened, self-hosted platform.
Kubernetes
GitOps
Vault secrets
Service mesh
High availability
Reboot-survivable
the payoff
Outcomes your board will notice.
Institutional memory
Knowledge that compounds instead of walking out the door.
Less risk
Fewer costly hallucinations; decisions grounded in fact.
Independence
No vendor lock-in on the memory of your business.
The memory layer your enterprise owns.
PrivatePortableFoundational
Lumen — by StricklySoft · Request a briefing · stricklysoft.com/lumen