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Infrastructure

Unlocking
Trapped Data

Move data across silos freely.

Legacy System Integration
Cross-Silo Intelligence
Zero-Downtime Upgrades
Our infrastructure maps disparate data structures and legacy embedding spaces into a unified geometric interlingua, enabling seamless intelligence sharing without migrating raw data.
New Embedding Model
Drift Adapter
Legacy Vector Index
Adapter StatusConverged
Without Trapped Data
Data silos prevent cross-org collaboration
Stuck on legacy embedding models
Intelligence doesn't compound across partners
With Embedding Adapter
Query-only federation, no raw data exchange
Zero downtime legacy migration
Instant access to new model capabilities

Bridging the gap between
silos and legacy systems.

Data silos prevent collaboration and migrating from legacy embedding systems typically necessitates re-encoding the entire corpus, leading to significant operational disruption.

The Solution: Our infrastructure learns a high-fidelity mapping between embedding spaces. This allows organizations to securely query across data silos or upgrade from legacy vector stores without moving raw data or re-indexing petabytes of vectors.

Beyond Clean Rooms

Eliminate the need for trusted third parties or massive data transfers. Share intelligence in-place.

Avoid Full Re-indexing

Defer the massive compute cost of re-embedding billions of legacy vectors while instantly benefiting from new model capabilities.

High Fidelity Translation

Recover 95-99% of retrieval recall compared to a full native re-index using our specialized manifold alignment strategy.