Computational analysis for all
Your AI-inspired data analyst
In active development. VineAnalyst and VineAgent are being built in the open — features are evolving. You're warmly invited to test-drive them and share your feedback.
5 requests • 30 minutes • No credit card
Upload your data, ask questions in plain language, and get answers. No coding required. Built for researchers, students, and anyone who works with data.
Available features
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Research running in the wild — insights that shape VineAnalyst's future
7 AI analyst personas scan Reddit in real-time to surface trading signals and market sentiment — testing multi-agent financial reasoning at scale.
Explore the platformA multi-agent study where Claude, GLM, and Kimi audit each other's reasoning — uncovering fabrication, blind spots, and how AI systems lie to themselves.
Read the researchCommunication Data Analyst Augmentation Framework — AI-assisted methods for comm scholars with tiered validation and nudge system.
View on GitHubAI agents learn from mistakes through adversarial peer review. Errors become lessons; lessons become checks; CommDAAF improves with each run.
View live resultsAI-first learning platform for data science — master computational social science through gamified lessons with XP, streaks, and achievements. No coding experience required!
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