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Research OS · REM Labs

Your research assistant
remembers every paper.
And connects them while you sleep.

Research OS gives academics, analysts, and knowledge workers a persistent research brain — one that synthesizes literature, detects contradictions, tracks citation graphs, and evolves hypotheses overnight.

Start Research OS Free ← See all OS Editions
12.4× faster literature synthesis
847-paper memory graphs
Zero data leaves your instance
Capabilities

What Research OS does overnight

While you sleep, your research agent runs a full dream cycle — consolidating everything you've fed it into structured, compounding knowledge.

📚
Literature Synthesis
Reads papers you feed it and consolidates all claims, counterarguments, and methodologies into structured insight sets overnight. No more re-reading the same paper twice.
🕸️
Citation Graph Memory
Builds a living knowledge graph of how papers cite and contradict each other. See the full intellectual lineage of any idea, automatically mapped across your corpus.
🌱
Hypothesis Evolution
Tracks how your hypotheses change across dream cycles. Watch your thinking evolve in real time, with a full audit trail of what evidence shifted each assumption.
⚡
Contradiction Detection
Flags when Paper A contradicts Paper B and surfaces the exact disagreement. Your agent finds the conflicts you'd miss, so you can adjudicate them before writing.
📈
Trend Forecasting
Predicts which research directions will dominate based on citation velocity, emerging author networks, and semantic momentum within your field.
🌅
Morning Research Brief
Daily intelligence brief with what your agent synthesized overnight, top insights, detected contradictions, and recommended next reads — delivered at 7 AM.
Who It's For

Built for deep knowledge work

Research OS adapts to any domain where reading comprehensively, connecting ideas, and tracking evolving knowledge is the core work.

🎓
Academic Researcher
Feed your entire literature review corpus. Wake up with synthesized insights, gap analyses, and citation trails already mapped — weeks of work, done overnight.
💼
Investment Analyst
Track research reports, earnings analyses, and macro papers across thousands of documents. Your agent builds the thesis map so you focus on the decision.
🏛️
Policy Researcher
Synthesize legislative documents, academic evidence, and competing policy frameworks. Detect contradictions between studies before they surface in testimony.
🔍
Competitive Intelligence
Ingest patents, white papers, and technical blogs. Track how competitor thinking evolves and forecast where their R&D is heading before they publish.
How It Works

Three steps to a research brain that never forgets

1
Feed papers
Upload PDFs, paste URLs, or connect integrations like Zotero, Notion, or Google Scholar. Your agent ingests everything — no formatting required.
Dream Engine synthesizes
Overnight, the 9-stage REM cycle runs across your entire corpus — consolidating, connecting, validating, and evolving your knowledge graph while you sleep.
3
Wake up smarter
Open your Morning Research Brief at 7 AM to find synthesized insights, contradiction flags, trend forecasts, and recommended next reads — ready for your work session.
Morning Research Brief — Research OS
Wednesday, April 2 · 7:00 AM
Dream Report: Transformer Memory Literature
94
Intelligence Score: 94.1
+8.7 from last night · 847 papers synthesized
↑ Synthesized 847 papers into 61 structured insights across 9 theme clusters overnight
↑ Contradiction detected: Smith (2024) claims 8k context window sufficiency; Zhang (2025) refutes with 32k benchmark data
↑ Trend: episodic memory augmentation papers citing 3.1× faster — recommend exploring Episodic-RAG thread next

Ready to build a research brain
that never forgets?

Start free. Feed your first papers tonight. Wake up to your first Research Brief tomorrow morning.

Start Research OS Free See all OS Editions
Free forever · No code required · Zero data leaves your instance