Replit acquires Atta and adds business analysis to its coding agent

Why it matters

Replit is extending its agent from creating software to interpreting the business data that can prompt new software projects. Atta's charting is live in chat, while the broader vision of turning analysis into recurring work remains a stated ambition.

Replit acquired Atta on September 25th, bringing the startup's AI-assisted business analysis and charting into Replit Agent. The first integration is live: users can upload a dataset or connect a data source in a Replit chat and ask the agent to analyze it, according to Replit's announcement.

For Omar Shaik (@omarshaik), Atta's co-founder and CEO, the deal follows a relationship that began with a cold email. In his announcement on X, Shaik wrote that he contacted Replit CEO Amjad Masad two years ago to ask him to invest in Atta. Masad and Michele Catasta, Replit's chief technology officer, saw an early demo of Atta's charts and data apps on an "infinite canvas," Shaik said. The thread's opening post does not spell out the investment's terms or the acquisition's price.

Shaik brings product and engineering experience to the deal: Atta's team page describes him as an early engineer on Apple Vision Pro and a veteran of high-growth startups. Atta's co-founder Amine Ben Khalifa, its chief AI scientist, has a PhD in machine learning and prior experience at Adobe and Apple, according to the same page. Replit's announcement says both founders are joining the company, tying the acquisition to the people who built Atta as well as its charting technology.

The product fit is specific. Atta was designed to let operations teams investigate questions such as why a metric fell or which business segment drove a change, using an interactive workspace rather than a one-off chart. Replit says its first version of the technology lets users ask for a visualization inside chat; the agent handles the queries and analytical steps without requiring the user to write SQL. The company says it can select chart types suited to the data, including waterfall charts for revenue changes and heatmaps for retention patterns.

That places analysis inside the same conversational workflow Replit uses to create software. Replit's stated direction is to connect investigation to follow-on work: an analysis could become a recurring routine, inform a leadership presentation or feed into a new internal tool. Those are ambitions in the announcement, not capabilities Replit says are already shipping. The feature available on September 25th is interactive charting in chat.

The move gives Replit a way to make its agent useful before and after a user starts building an app. A founder or operations manager may arrive with a business question and a dataset, rather than a software specification. If the agent can help explain the data and then help turn the resulting insight into a tool, Replit can occupy more of that workflow. Replit's announcement describes that larger goal; it does not provide customer numbers or adoption results for the new feature.

Atta was already backed by Menlo Ventures and angels associated with Dropbox, Replit and Google, according to its team page. Shaik's account of the original demo and investment approach shows that Replit's interest predates the acquisition announcement. The acquisition now gives Replit a direct way to bring Atta's visualization work into its own product, where the company says it is starting with charts and analysis in chat.

For Replit, the useful test will be whether users can trust the analysis enough to act on it, then carry that work into their next step. The announcement emphasizes polished charts, investigation and communicating findings, but does not detail how the acquired system will handle data access, permissions or validation. Those questions matter when business analysis draws on sensitive company information. For now, Replit is presenting the acquisition as a product extension: less switching between an AI coding tool and a separate analytics workspace, with interactive charts as the first piece.