Flatfile

Flatfile provides software for enterprise data preparation and migration, letting organizations collect, map, clean, transform and validate data arriving as files or through APIs, webhooks, databases, cloud storage and file-storage integrations. An extractor agent detects structure in variable or unstructured files, parses content and builds a workbook; an AI mapping engine aligns incoming columns to a target schema based on the meaning of the data rather than column names alone, drawing on prior mapping decisions. Once data is in a workbook it is checked against configurable validation rules that flag missing fields, format errors and unexpected values, with an AutoFix capability that resolves formatting errors for human review and an AI Transform feature that applies prompt-described edits across a dataset [0][4].

The platform supports nested fields, linked records and multi-sheet relationships in a spreadsheet-like interface, and includes a configuration agent that can create constraints, write custom actions, install plugins and update schemas so non-technical users can configure workspaces without code, while developers can work in code directly. The company emphasizes human-in-the-loop review of AI and user changes, and encryption, access controls and secure infrastructure for sensitive data [0][4]. Earlier generations of the product included a JavaScript CSV importer distributed as the flatfile-csv-importer npm package and via CDN, configured with a license key and field definitions with validators [2]. The company's public status page lists a platform API, Spaces, dashboards, Portal 2.0/3.0 components, email notifications and persistent file storage [1].

Flatfile's website states the company has been renamed to Obvious, also the name of its newest AI agent, positioned for data migration and analysis, report and presentation generation, and tool connection within a collaborative workspace [0][4]."'

Founding story

According to the founder's Series A post, Flatfile launched roughly two years before March 2021 as a side project by a small initial team including David Boskovic, Randy, Eric, JP, Liz and Daniel, working evenings, weekends and holidays on a data-onboarding problem they had personally experienced. Boskovic and Eric spent three months pitching investors around the country before securing backing from Afore and pre-seed investors [5].

Business model

Flatfile sells its data preparation and migration platform to enterprises, historically via a licensed importer component and later a developer platform on which customers build data exchange workflows. The site's primary conversion path is a booked demo rather than self-serve signup, and a knowledge base covers account management and billing, indicating account-based subscription sales [0][2][3][4].

Paid commercial software; the Series A post noted the company had earned its first paying contracts for a second product, indicating multiple paid product lines [5].

Traction

Series A materials cited sustained 1500% year-over-year growth, a first Fortune 500 client and first paying contracts for a second product [5]. Series B coverage cited thousands of developers, 500 customer companies, and more than 25 billion data mapping decisions completed for companies including Sage, ClickUp, Square, AstraZeneca, CBRE and Spotify [7]. The current site claims 3,000+ teams and publishes customer-reported outcomes such as a 25% decrease in per-project person hours, 20% decrease in time to launch, 70% reduction in data import task time and 2.17x faster customer onboarding [0][4].

Latest developments

The company states it has renamed itself to Obvious, also the name of its newest AI agent for data migration and analysis, report and presentation generation, and tool connectivity in a collaborative workspace. Current product messaging centers on AI-powered data migration with extractor, mapping, transform and configuration agents [0][4]. The status page shows all components operational with 100% uptime over the trailing 90 days as of August 2026 [1].