Qualcomm backs SpotDraft to scale on-device contract AI with valuation doubling toward $400M

As demand grows for privacy-first enterprise AI that can run without sending sensitive data to the cloud, SpotDraft has raised $8 million from Qualcomm Ventures in a strategic Series B extension to scale its on-device contract review tech for regulated legal workflows.

The extension values SpotDraft at around $380 million, the startup told TechCrunch, nearly double its $190 million post-money valuation following its $54 million Series B in February of last year.

Across regulated sectors, enterprises have moved quickly to test generative AI, but privacy, security, and data governance concerns continue to slow adoption for sensitive workflows — especially in legal, where contracts can include privileged information, intellectual property, pricing, and deal terms. Industry research has consistently flagged data security and privacy as key barriers to wider GenAI deployment in professional services, pushing vendors like SpotDraft to pursue architectures that keep core contract intelligence on the user’s device rather than routing it through the cloud.

At Qualcomm’s Snapdragon Summit 2025, SpotDraft demonstrated its VerifAI workflow running end-to-end on Snapdragon X Elite-powered laptops, executing contract review and edits offline while keeping the document on the local machine. SpotDraft said internet connectivity is still required for login, licensing, and collaboration features, but contract review, risk scoring, and redlining can run fully offline without sending documents to the cloud.

SpotDraft sees legal as an early proving ground for on-device enterprise AI, arguing that sensitive contracts often cannot be routed through external cloud models due to privacy, security, and compliance constraints.

“The future of how enterprise AI is going to be — right now, there’s got to be AI that is close to the document, which is privacy critical, latency sensitive, [and] legally sensitive, and those are the things that will move on device,” said Shashank Bijapur (pictured above, left), co-founder and CEO of SpotDraft, in an interview.

SpotDraft says VerifAI’s on-device capability extends beyond simply generating summaries, with the tool designed to apply playbooks and recommendations directly inside Microsoft Word, the way legal teams already work. “VerifAI will compare a contract against your guidelines, your playbooks, your prior policies,” said Madhav Bhagat (pictured above, right), co-founder and CTO of SpotDraft.

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SpotDraft’s VerifAI works in Microsoft WordImage Credits:SpotDraft

Bijapur told TechCrunch that the demand for on-device AI is emerging most clearly in tightly regulated sectors, including defense and pharma, where internal security reviews and data residency requirements can slow or block the use of cloud-based AI tools for sensitive documents.

On-device models have rapidly closed the gap with cloud-based systems, both in output quality and response times, Bhagat said. “Now we’ve come to a place where, in terms of eval, we are seeing as little as 5% difference between the frontier models, and some of these fine-tuned on device models,” he said, adding that speeds on newer chips are now “one-third of what we get in the cloud.”

Since its launch in 2017, SpotDraft said it has reached more than 700 customers, up from around 400 in February last year, and counts Apollo.io, Panasonic, Zeplin, and Whatfix among its users. The company said adoption is rising on its contract lifecycle management platform, with customers now processing over 1 million contracts annually, contract volumes growing 173% year-over-year, and nearly 50,000 monthly active users. It also expects 100% year-over-year revenue growth in 2026, after growing 169% in 2024 and posting a similar growth rate in 2025, though it did not share specific revenue figures.

SpotDraft plans to use the new capital to deepen its product and AI capabilities and expand its enterprise presence across the Americas, the EMEA region (Europe, Middle East, and Africa), and India, Bijapur said, adding that Qualcomm’s involvement extends beyond financing into joint development and go-to-market efforts for on-device deployments. The startup’s on-device workflow is currently available to a limited set of customers, and the founders expect it to expand more broadly as compatible AI PC hardware becomes more widely available.

“SpotDraft’s ability to deploy their proprietary models securely on-device using Snapdragon platforms represents a meaningful advancement for a privacy-critical industry,” said Quinn Li, senior vice president, Qualcomm Technologies, and global head of Qualcomm Ventures.

Bengaluru- and New York-based SpotDraft said it has a team of 300-plus employees, including 15-20 in the U.S., where COO Akshay Verma is based, and four to five in the U.K., with the rest of the workforce in Bengaluru.

To date, the startup has raised $92 million, including the latest Qualcomm Ventures investment. Its earlier investors include Vertex Growth Singapore, Trident Growth Partners, Xeed VC, Arkam Ventures, and Prosus Ventures.