Use cases
Five problems. One memory layer that doesn't lie.
Mini problem stories for each buyer scenario — swarm races, silent overwrite, embedder loss, clinical safety, and the audit question you can't answer. Every claim maps to a demo you can run.
Swarm & multi-agent
Platform / agent infra engineers
Three agents wrote conflicting plan tiers. Who won — and can you prove it?
Read the scenarioBelief revision
Anyone shipping an agent that must be auditable
The agent changed its mind. Can you show the receipt?
Read the scenarioClinical & patient records
Teams building agents over safety-critical records
A transcription bot overwrote the allergy. Did anyone notice?
Read the scenarioIndie devs & small teams
Individual developers and 1–5 person teams
You spent the afternoon debugging a forgotten fact. The embedder had failed.
Read the scenarioEnterprise & design partners
Funded startups and enterprises putting agents into production
Legal asked "why did the agent decide that?" Your memory layer had no answer.
Read the scenarioHonest by design.These are scenario-based use cases, not named-customer studies. Reliability claims are asymmetric proofs — we run CLS++ and link competitors' own open issues for the failure class. They are not head-to-head benchmarks.