Your AI is burning money on context it shouldn't need to carry.

DMM is the retrieval layer that fixes that. Sovereign, on-premise associative memory — sub-millisecond, tamper-evident, and completely decoupled from your model.

Token Cost Reduction | Zero Data Egress | Post-Quantum Secure | Air-Gap Ready | Blockchain Audit Trail

Your AI stack has a retrieval problem. You're paying for it every month.

Every token your model carries in context costs money. Every time it reaches into a vector store, it's slow, probabilistic, and dependent on infrastructure you don't own.


For regulated organisations — where data sovereignty, audit trails, and security posture aren't optional — that's not just inefficient. It's a governance exposure.

 

DMM is a retrieval layer. Not a model. Not a database. Something different.

DMM ships as a physical appliance or private cloud instance. Ask your vendor for more information.

Retrieval at Scale

Sub-millisecond associative recall across millions of records. Query time doesn't grow as your dataset does. Proven on NHS-scale synthetic health data.

Zero Data Egress

Deployed on your infrastructure. Your data never leaves. No API calls to hyperscaler endpoints, no shared tenancy, no vendor visibility into your queries or your results.

Blockchain Audit Trail

Every store operation can be timestamped and anchored to the Bitcoin blockchain via OpenTimestamps. Tamper-evident by design. Built for environments where provenance matters.

All tiers include the DMM browser console, full REST API, developer IDE, and integration scripts. Your engineers don't need AI expertise to deploy or support it.

Built for environments where "probably secure" isn't good enough.

DMM was designed from day one for deployment in regulated sectors — not adapted for them after the fact.

Post-quantum encryption is a founding design constraint, not a feature added in a later version. The architecture stores meaning, not files — your source data is never held in recoverable form inside the appliance. Air-gap deployment is supported out of the box.


For healthcare, financial services, legal, and defence environments where data handling obligations are non-negotiable, that matters.


Plug in. Spin up. Support easily.

DMM Pilot

Not ready to commit? Start with a structured proof of concept on Toridion or your vendor's hosted environment. Scoped, time-boxed, and designed to answer your specific integration questions before you deploy anything.

Arrange via Toridion or your DMM partner.

MSP

Your preferred managed service provider deploys and supports DMM as part of your existing IT service. Sovereign, dedicated instance — hosted in UK data centre infrastructure. You get the capability without the overhead.

Ask your MSP or IT partner about DMM.

Appliance

Full on-premise deployment on your own infrastructure. OVA for VMware, AMI for private cloud. Single-tenant, air-gapped capable, zero egress. Your instance, your keys, your network — supported by your chosen partner.

Available through Toridion-certified partners.

 GET STARTED  

Ready to see DMM in your environment?

We work directly with enterprise and public sector teams. No obligation, no sales deck — just a technical conversation.