Rohit Patel, a former AI director at Meta, has left the company to launch Ndoc, a new startup that combines analysis, narrative, and modeling into one AI-powered platform designed to rival Microsoft Office and Google Workspace.
- Ndoc merges presentations, narrative analysis, and data modeling in one platform
- Designed for transparency with viewable Python scripts behind AI output
- Plans to open-source document format to avoid platform lock-in
What happened
Rohit Patel, who spent eight years working on AI at Meta’s Superintelligence Labs, has exited the company to start a new venture called Ndoc. This startup targets the productivity software market dominated by Microsoft Office and Google Workspace by offering an AI-native all-in-one workspace. Patel’s previous work focused on reinforcement learning and AI evaluation, which informs Ndoc’s emphasis on trustworthy AI outputs.
Ndoc provides users with three integrated components: a Stage tab for presentations and dashboards, a Narrative tab for detailed analyses with citations, and a Model tab housing datasets and Python scripts. This design allows teams to not only collaborate in real time but also inspect the underlying AI processes that generate documents, setting Ndoc apart from conventional office suites and many existing AI tools.
Why it matters
The launch of Ndoc represents a significant development in workplace productivity technology by addressing challenges with fragmented workflows and the opaque nature of AI-generated content. Patel’s platform emphasizes transparency so that users can understand and verify AI calculations and narratives, potentially increasing trust in automated decision-making tools within enterprises.
Additionally, Patel’s plan to open-source Ndoc’s unique document format aims to break down the common platform lock-in seen with Microsoft and Google. This could encourage a more interoperable ecosystem where documents can be shared and opened independently of the specific software provider, aligning with broader industry calls for open standards in enterprise software.
What to watch next
Ndoc faces significant competition as major AI labs like OpenAI, Anthropic, Meta, and Google are also integrating AI into existing productivity suites. OpenAI’s recent launch of Space inside ChatGPT, a workspace for collaborative AI-enhanced work, directly challenges Patel’s vision by embedding AI into familiar enterprise tools rather than replacing them.
Patel’s startup currently operates with a small team and no external funding, so its ability to scale and capture market share will be critical to monitor. The reception of its open document standard and the platform’s seamlessness in real-world corporate environments will also influence whether it can disrupt entrenched players and redefine how AI supports enterprise workflows.