security & privacy

Same engine, three ways to run it.

The architecture is the same whether you self-manage, use Cloud, or self-host. Six defaults you don't have to configure.

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You choose where the engine runs

Open Source on your laptop, our managed Cloud, or self-hosted Enterprise inside your VPC. The recall and conflict logic is identical across all three.

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Provenance on every memory

Memories can link back to raw events, session payloads, or imported evidence. The dashboard exposes that evidence instead of hiding it inside a vector.

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Never used as training data

Your memories, sessions, and code are not used to train any model. Not ours, not anyone else's.

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Conflicts surface, never silently win

When two captures disagree, membl flags the conflict instead of picking. Stale, contradicted, or superseded facts drop out of recall automatically.

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Open, portable storage

The M1 store is SQLite with documented tables for events, memories, edges, recall, review, and savings. Backups and exports stay straightforward.

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Measured before claimed

Savings are logged as events. Repeated recall is measured directly; broader context savings stay labeled as estimates until benchmarks prove them.