Give Analysts a Research Memory That Compounds Quarter Over Quarter
Analysts read the same papers, reach the same conclusions, and re-paste the same context into every new AI session. MemoryLake gives analysts a research memory layer — across PubMed, arXiv, SEC filings, and their own notes — so each new query starts from what's already been learned.
Give Analysts a Research Memory That Compounds Quarter Over Quarter
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The problem: analyst research doesn't compound across sessions
The literature review you ran last quarter exists as a Google Doc nobody opens again. The AI tool you used has no memory of the four papers you already vetted. Every new question starts at zero. The analyst's institutional knowledge dies with each cleared cache.
How MemoryLake solves research memory for analysts
Built-in open research data
PubMed (40M+ papers), arXiv, bioRxiv, SEC EDGAR (3M+ filings), USPTO patents (10M+) available without setup.
Personal note memory
Your annotations, takeaways, and conclusions become structured memory you can re-query forever.
Conflict detection across papers
When two sources disagree, MemoryLake flags it instead of silently averaging.
Reflection memory for analyst patterns
How you reason about a topic gets captured so future AI assistance aligns with your judgment.
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How it works for analyst research
- Connect — Tap built-in data sources or import your own papers, notes, and reports.
- Structure — Papers become fact memory; your annotations become reflection memory.
- Reuse — Each new research question loads the relevant prior memory before the AI drafts.
Before vs. after: analyst research memory
| Without MemoryLake | With MemoryLake | |
|---|---|---|
| New literature review | Re-read 30 papers | Retrieve prior takeaways |
| Cross-source conflict | Silently averaged | Surfaced and flagged |
| Switching from ChatGPT to Claude | Lose research context | Memory follows the analyst |
| Five-year longitudinal study | Notes scattered everywhere | One queryable memory |
Who this is for
Equity research analysts, academic researchers, biomedical analysts, and policy researchers — anyone whose work requires re-engaging the same source corpus across months and years.
Related use cases
Frequently asked questions
Which research databases are included by default?
Which research databases are included by default?
PubMed (40M+), arXiv, bioRxiv, SEC EDGAR (3M+), Clinical Trials (500K+), FDA, DrugBank (2M+), USPTO patents (10M+), plus real-time financial data via World Bank and FRED.
Can I add private research?
Can I add private research?
Yes. Internal papers, proprietary data, and personal notes all live in your private memory namespace.
How does it handle paywalled sources?
How does it handle paywalled sources?
You ingest the content you have access to. MemoryLake structures and stores it; access remains yours.