L2 — Mempacks Inference Core

Knowledge that evolves. With a safety net.

Managed Knowledge Evolution

Domain knowledge changes — regulations update, procedures evolve, terminology shifts. Versioned Packs ensure that these changes are managed with the same rigor as software releases. Every memory pack has a version history, change documentation, and rollback capability. Organizations can deploy updated knowledge while maintaining the ability to revert if issues arise.

What Versioned Packs delivers

01

Semantic Versioning

Memory packs follow versioning conventions that communicate the nature of changes — minor corrections vs. major domain shifts — enabling informed deployment decisions.

02

Change Documentation

Every version includes documentation of what changed and why. When a healthcare overlay updates for new coding standards, the specific changes and their rationale are recorded.

03

Rollback Capability

If an updated pack causes issues, rollback to the previous version is immediate. No downtime, no data loss, no panic.

04

Deployment Policies

Define how pack updates roll out — immediate for critical fixes, staged for major changes, scheduled for routine updates. Policies align with your change management practices.

How it connects across the stack

Versioned Packs works in concert with other layers in the intelligence stack — each connection amplifying the capability of both components.

Domain OverlaysSigned DeltasRollout GatesGovernance (Evals)

Why it matters

Evolve AI capabilities with confidence. Versioned packs provide the change management infrastructure that lets organizations update domain knowledge frequently without risk — maintaining the balance between freshness and stability.

See Versioned Packs in action

Discover how Versioned Packs fits into your enterprise intelligence strategy.

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