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Proof Loop

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Demo video · vimeo.com/…

# Proofloop — Ask Your Data. See the Proof. Improve Your Decisions. Proofloop is an AI-powered Dashboard Intelligence Agent designed to make business data analysis accessible through natural language. Businesses generate valuable information across products, customers, orders, and financial records. However, extracting meaningful insights often requires SQL expertise, manual reporting, and time-consuming dashboard creation. Proofloop aims to bridge this gap. Users can ask questions in plain English, such as: "Which products are affecting our current quarter's profit margin, and why?" Proofloop's intelligence pipeline is designed to understand the question, inspect the database schema, plan the analysis, generate and validate SQL, retrieve actual query results, visualize the findings, and explain the evidence behind its conclusions. Core capabilities include: - Natural-language business intelligence. - Database-aware SQL generation and validation. - Evidence-backed business explanations. - Revenue, profit, and product performance analysis. - Interactive dashboards and visualizations. - Human approval workflows and audit history. - Workspace-level data isolation. Our long-term vision is to evolve Proofloop into a continuously improving business intelligence agent that monitors data, investigates anomalies, recommends improvements, and helps businesses make evidence-based decisions. **Ask your data. See the proof. Improve your decisions.**

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