Use Case

Memory for
research agents

Research is cumulative and contested. Recall Racoon gives research agents a governed memory that keeps sources attached, tracks how findings change, and keeps conflicts visible.

The Problem

Findings that need
a source and a status.

A research agent gathers more than answers. It gathers sources, uncertainty, and findings that later turn out to be incomplete. Flattening all of that into one undifferentiated store loses the part that matters.

When two sources disagree, the disagreement is information. A memory system that hides it makes the agent more confident than the evidence allows.

How Recall Racoon Helps

Governed memory,
applied to the workflow.

Provenance & Citations

Keep source context attached to stored knowledge so a finding can be traced back to where it came from.

Claim Lifecycle Governance

Track findings as candidate, confirmed, stale, superseded, conflicted, or archived as the evidence develops.

Conflict Review

Keep conflicting findings visible and route them for human review rather than resolving them silently.

Local-First Processing

Run memory processing on your infrastructure with configured local models for embeddings and generation.

What Persists

What stays
in the Stash.

  • Findings with their sources and citations attached.
  • The status of each claim as evidence develops.
  • Conflicting results that should remain visible.
  • An audit trail of how stored knowledge changed.

Give your research agents a memory.

Tell us about your research workflows, your sources, and the provenance your team needs. We will discuss the deployment that fits.