Launching today
Reasoning Labs
Connect data. Ask naturally. Instant insights & charts.
1 follower
Connect data. Ask naturally. Instant insights & charts.
1 follower
Most BI tools require SQL expertise, expensive consultants, or complex dashboards. Reasoning lets business teams talk to their data in plain English and get real analysis instantly. Upload your Excel, CSV, or connect your database — then ask anything: "Why did my margin drop last week?" or "Project my cash flow for the next 6 months." Our AI reasons through your data step by step, runs real Python calculations, and delivers answers with automatic visualizations.
Hey Product Hunt 👋 Gustavo here, building Reasoning.
AI can answer questions fast. But ask it "Why did my margin drop last week?" and that's where things fall apart: no access to your data, fake calculations, and confident-sounding guesses. You still have to choose between AI convenience or real answers.
Reasoning gives you both.
Connect your business data, ask questions in plain language, and get answers grounded in real numbers — not hallucinations. Under the hood, an AI reasoning engine thinks step by step: explores your schema, writes SQL, runs Python calculations, and converges on an actual answer.
With Reasoning, you can:
⚡ Ask complex business questions in natural language and get real answers in seconds
📊 Upload Excel, CSV, or connect databases — your data stays yours
📈 Get automatic visualizations: regressions, projections, distributions
🔒 Read-only queries, sandboxed execution, workspace isolation — built for trust
Transparency note: AI reasoning is powerful but not perfect yet. Simple queries hit ~100% accuracy; complex financial analysis is around 87% and improving fast. You always see the reasoning chain so you can verify.
We've been iterating in production for weeks. What used to take a senior analyst hours — pulling data, writing formulas, building charts — now takes 8 seconds and 5 reasoning steps.
The insight: We don't just throw your question at an LLM and hope. Reasoning uses a ReAct engine that actually executes SQL and Python against your real data. Templates guarantee reliable outputs for common analyses. The AI reasons; the math is real.
We built this because we were tired of AI that sounds smart but can't do math.
Reasoning is the analyst that never sleeps, never guesses, and shows its work.
Try Reasoning and tell us what you think. We're shipping weekly and building on what the community needs.
Thanks for being here.