Columns AI

Columns AI turns messy files and connected data sources into automated dashboards and visuals for business teams.

AI / ML · SaaS · DevTools Live product
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9/11/2026

The Problem

Business operators, consultants, marketing and RevOps teams, analysts, and freelancers often deal with data scattered across spreadsheets, PDFs, and business tools like HubSpot, Quickbooks, or Gusto. Today they manually clean messy files, manually sync data between sources, and manually rebuild charts and dashboards, which is described as spreadsheet chaos. Building data flows and visuals typically requires technical setup rather than plain language description, and staying on top of changes means repeatedly checking in rather than being notified automatically. This leaves teams spending effort on data wrangling instead of on insights or storytelling.

The Solution

Columns AI is built around three connected products: Drive, Flow, and Graph. Drive takes messy files such as CSV, PDF, or Excel and turns them into clean, structured data automatically. Flow connects data sources and lets users describe transformations in plain language, keeping everything in sync and updating on a set schedule. Graph turns the structured data into brand-matched visuals that can be embedded live, exported, or shared as dashboards. The platform also sends notifications when a spike, drop, or threshold is crossed, so users do not have to check dashboards manually, and it integrates with tools like Google Sheets, Airtable, Notion, Excel, Postgres, Snowflake, HubSpot, Quickbooks, and Gusto.