Build Agents That Cite Verifiable Sources for Every Fact They State
In regulated and high-stakes domains, agents that can't cite sources are unusable. Every fact the agent states must trace back to its origin. MemoryLake stores facts with source provenance built in — every retrieved memory links to the document, generation method, and timestamp it came from.
Build Agents That Cite Verifiable Sources for Every Fact They State
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The problem: most agent memory has no source provenance
The agent stated a fact. The user asked "where did you get that?" The agent has no answer. The memory was just text in retrieval. In legal, medical, financial, and compliance domains, that's disqualifying.
How MemoryLake delivers verifiable source memory
Source link per fact
Every memory item links to its source document and section.
Generation method recorded
Was the fact extracted, generated, or user-stated?
Versioned with timestamp
Source version at the time of extraction preserved.
Audit trail per retrieval
Compliance can review what source backed which output.
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How it works for verifiable source agent memory
- Connect — Ingest source documents with provenance metadata.
- Structure — Each extracted fact links to source.
- Reuse — Every agent output includes citation candidates from retrieved memory.
Before vs. after: verifiable source memory
| DIY agent memory | MemoryLake | |
|---|---|---|
| Source per fact | Often missing | Built in |
| Cite verbatim from source | Hard | Native |
| Version of source at extraction | Lost | Preserved |
| Audit "where did this fact come from?" | Manual | Memory provenance |
Who this is for
Engineering teams building agents for regulated domains — legal, medical, financial, government — where every agent statement must trace back to a verifiable source.
Frequently asked questions
Citation export format?
Citation export format?
JSON with source link, version, and excerpt; renderable as natural-language citation.
Conflict between sources?
Conflict between sources?
Conflict detection surfaces contradictions for resolution.
Self-host?
Self-host?
Yes — enterprise tier deploys in your VPC.