From Paper to Results
AI that turns finance papers into runnable code for your data.
Every decision tracked. Every step documented.
Built for teams, not laptops.
The Gap Between Paper and Implementation
PDFs Are a Mess
Equations become gibberish. Tables lose structure. You spend hours retyping what the AI couldn't parse.
Context Is Scattered
Datasets on laptops. Notes in emails. Papers in downloads. Your AI assistant sees none of it.
Knowledge Walks Out
A researcher leaves. Months of methodology decisions exist only in their head. Onboarding takes forever.
Methodi solves all three.
Built for Rigorous Research
The infrastructure quantitative finance teams actually need.
Precision Paper Parsing
Scientific document parsing powered by LlamaParse. Equations stay as LaTeX. Tables keep their structure. Methodology sections are indexed for semantic search. Ask "how do they define MAX?" and get the exact paragraph.
Unified Research Context
Datasets, papers, notes, and notebooks in one place. AI sees your actual data schemas—column names, types, sample values. Your team works from the same source of truth, not scattered laptops and local scripts.
Git for Research
Every methodology decision tracked with commit-like history. What was tried, what worked, what didn't. Explore alternatives on branches. Trace any result back to its source.
Self-Documenting Workflows
AI summarizes each step: inputs consumed, outputs produced, decisions made, results achieved. Stop writing documentation—it writes itself as you work. Onboard new researchers in hours.
From PDF to Documented Results
Four steps. Minutes, not weeks.
Upload & Index
Add papers and datasets. AI parses PDFs with scientific precision—equations, tables, methodology intact. Data is profiled automatically: columns, types, panel structure.
Discuss & Adapt
Ask AI about the methodology. It searches the actual paper, inspects your actual data, and helps bridge the gap. "I don't have daily returns—what are my options?" Save decisions as a methodology plan.
Generate & Execute
AI generates documented Jupyter notebooks from your plan. Markdown explains the why. Python executes the how. Run on cloud compute—no local environment setup.
Commit & Collaborate
Commit successful runs to your timeline. Every decision documented automatically. New team members can trace the entire research history from day one.
Research That Explains Itself
Stop losing knowledge when researchers leave.
New researcher joins?
Knowledge stays with the project,
not in someone's head.
Not Another Jupyter in the Cloud
What makes Methodi different
| Capability | Jupyter/Colab | Generic AI + IDE | Methodi |
|---|---|---|---|
| Paper parsing | Manual copy-paste | Loses equations | Scientific precision |
| Knows your data | No | No | Schemas in context |
| Methodology adaptation | Manual | Hallucinated | Grounded in paper + data |
| Decision history | None | None | Git-like timeline |
| Auto-documentation | None | None | AI summaries |
| Team collaboration | File sharing | Chat history | Shared project context |
We're not replacing Jupyter—we're adding the infrastructure around it that quantitative research actually needs.
Ready to Transform Your Research Workflow?
Join teams spending less time on data wrangling and documentation, and more time on discovery.
No credit card required. Start with our generous free tier.