Startup Deep Dive : SpotDraft — its AI didn’t work in 2017, so it built the contracts business first

In 2017, SpotDraft’s founders tried to build an AI that reads contracts and hit a wall: their model, trained on BERT, the best language model available at the time, topped out at 70-80% accuracy on high-stakes legal language, nowhere near good enough to trust with a live deal. So they built something else instead, a plain contract-lifecycle-management (CLM) platform, meant only as a stopgap while the AI caught up. Nine years later, that stopgap is used by more than 700 organisations worldwide (TechCrunch, January 2026), and Qualcomm Ventures has just backed the company at a valuation near $380 million.

The company now called an AI-first contract platform spent most of its life as something closer to a legal ops tool that happened to be waiting for AI to work. Revenue more than doubled to Rs 121.02 crore (~$12.6 million) in FY25, but net losses grew in step, to Rs 121.43 crore, meaning SpotDraft is now spending roughly as much as it earns just to keep growing (Entrackr, citing regulatory filings, January 2026). That tension, between a product finally shipping the AI it always wanted to build and a business still a long way from profit, runs through everything below.

Quick facts

What they do

SpotDraft sells software that manages a contract from the moment someone drafts it to the moment it needs to be found again during an audit. Legal, sales and procurement teams use it to generate contracts from approved templates, route them for internal approval, negotiate and redline them with counterparties, collect e-signatures, and then store the executed document in a searchable repository that tracks renewal dates, obligations and key clauses. On top of that base layer, SpotDraft has added AI features under the names VerifAI, for automated contract review and risk flagging, Smart Data Capture, which extracts more than 1,000 types of metadata from a contract automatically, and Sidebar, a conversational assistant for legal questions. The buyer is typically a general counsel or legal operations lead at a mid-market or enterprise company; named customers include Airbnb, Panasonic, Chargebee, Notion, Strava, Whatfix, PhonePe, Apollo.io and Zeplin, and the company says it now serves more than 700 organisations globally (TechCrunch, January 2026).

The origin

Shashank Bijapur trained as a lawyer at Harvard Law School and started his career as a corporate attorney at White & Case in New York, where a large part of his job was reading and marking up contracts by hand. He kept noticing the same thing: a highly trained, highly paid lawyer was spending most of a working day doing repetitive, low-judgment work that felt like it should be automatable. Madhav Bhagat, a Carnegie Mellon computer-science graduate who had gone on to work as a software engineer at Google, had the technical skill to try. Together in Bengaluru in 2017, they set out to build an AI that could read a contract and tell you, automatically, what it said and whether it was safe to sign.

That was always meant to be the whole company. The CLM platform SpotDraft is known for today was not the founders’ first idea. It was what they built when the first idea did not yet work.

The struggle years

The AI attempt failed twice over, and both failures were structural rather than a matter of trying harder. First, the technology itself was not ready: even after heavy fine-tuning, the founders’ BERT-based model could only reach 70-80% accuracy reading contract language, a level nowhere near reliable enough to hand a business-critical legal decision to (Founder Thesis, 2026). Second, they ran into what machine-learning teams call the cold-start problem. To train a model well, you need thousands of labelled examples of good and bad contract clauses from each customer’s own history. But legal teams, it turned out, do not keep tidy records of the contract drafts they rejected along the way. There was no clean dataset to learn from, at any customer, at any price.

Rather than wait, the founders built a simple contract editor, partly to have a product to sell and partly to start accumulating exactly the contract data their AI model would eventually need. Customers who used the editor immediately asked for more: approval workflows, version control, standard templates, a place to store signed contracts. Feature by feature, without a deliberate plan to do so, SpotDraft became a full contract-lifecycle-management platform. As Madhav Bhagat later put it, “We didn’t even know that we were building a CLM till we had built some parts of it” (Founder Thesis, 2026). The money during this stretch matched the size of the ambition: a $550,000 seed round in October 2017 led by Hunch Ventures, followed by a modest $1.5 million pre-Series A in February 2019 led by 021 Capital, the investment vehicle of Flipkart co-founder Binny Bansal, with a small group of operator-angels including Freshworks co-founder Girish Mathrubootham and Chargebee’s Indus Khaitan (Inc42, February 2019). At the time of that 2019 round, SpotDraft was reporting average revenue per customer of roughly $100,000 a year and about 40% month-on-month growth off a small base, company-stated figures rather than audited ones (Inc42, February 2019).

The turning point

The clearest signal that the fallback plan had become a real business arrived through a support ticket, not a funding announcement. SpotDraft’s first customer after the pivot was Whatfix, a Bengaluru digital-adoption platform located, as it happened, right across the street from SpotDraft’s own office. When Whatfix hit a bug in the product that was blocking one of its own live deals and filed a support ticket about it, the SpotDraft team’s reaction was relief rather than alarm: “everyone was cheering that someone has opened a ticket,” Madhav Bhagat recalled, because it meant a customer now depended on the product enough for a bug to actually hurt them (Founder Thesis, 2026). A tool nobody relies on does not generate urgent tickets. One that does has become infrastructure.

The pandemic then did for SpotDraft’s category what no sales pitch could have. Covid-19 forced a wave of legal teams to digitise contract workflows they had run on paper and email for years, driving a reported 40% surge in inbound CLM enquiries, and it moved enterprise sales onto Zoom, which erased much of the geographic disadvantage a Bengaluru-headquartered vendor faced when selling into the United States (Founder Thesis, 2026). The customer base that followed, including PhonePe, Airbnb and Panasonic, gave SpotDraft the scale and the balance sheet to eventually return to the AI ambition it had shelved in 2017, this time backed by hundreds of paying customers instead of a blank slate.

The money behind it

SpotDraft has raised capital across four disclosed rounds spanning nine years, with the pace and size of each round accelerating sharply once the CLM business had customers to show for itself.

• Seed — $550,000, October 2017. Led by Hunch Ventures, before the company had a working AI product or a CLM platform (Inc42, February 2019).
• Pre-Series A — $1.5 million, February 2019. Led by 021 Capital, the fund backed by Flipkart co-founder Binny Bansal, with participation from operator-angels including Girish Mathrubootham, Indus Khaitan and then-Google VP Peeyush Ranjan (Inc42, February 2019).
• Series A — $26 million, March 2023. Led by Premji Invest, the family office of Wipro chairman Azim Premji, with Prosus Ventures, 021 Capital, Arkam Ventures, Riverwalk Holdings and 100x Entrepreneur Fund participating (AVCJ; Premji Invest, March 2023). This was SpotDraft’s first marquee institutional round and its first real signal to enterprise buyers that the company would still be around in five years.
• Series B — $54 million (about Rs 472 crore), round opened December 2024 and closed February-March 2025. Vertex Growth Singapore ($14.8 million) and Trident Partners ($12.9 million) led, with Prosus ($8.6 million), Premji Invest (Rs 37.6 crore), Arkam Ventures (Rs 34 crore), Xeed Ventures (Rs 33.6 crore) and Volrado Venture Partners (Rs 25 crore) also investing, at a post-money valuation of $190-200 million (Entrackr, March 2025).
• Series B extension — $8 million, announced 26 January 2026. Qualcomm Ventures led this strategic round, tying its capital to a joint go-to-market push for on-device, privacy-sensitive AI contract review, and it valued SpotDraft at roughly $380 million, close to double the round it had closed less than a year earlier (TechCrunch; Businesswire, January 2026).

Cumulative disclosed funding reached $98.5 million by the close of the Series B (Entrackr, March 2025); adding the $8 million Qualcomm extension takes the disclosed total past $106 million, though third-party trackers such as Tracxn and Crunchbase list a higher cumulative figure closer to $113 million across a larger count of rounds, a discrepancy this piece cannot fully reconcile from public filings alone. What each of the three biggest backers changed is fairly distinct: Premji Invest’s Series A lead gave SpotDraft its first stamp of institutional legitimacy in India; Prosus Ventures, a repeat investor across both the Series A and Series B, provided continuity of capital through the company’s highest-growth years; and Qualcomm Ventures’ extension is not simple financial backing but a bet on SpotDraft running AI models on-device rather than solely in the cloud, aimed at legal customers for whom sending contract text to a third-party AI server is itself a compliance risk.

How it makes money

SpotDraft is a subscription SaaS business, not a transaction or take-rate model. Customers pay per-seat licence fees for the core CLM platform, with AI modules such as VerifAI and Sidebar sold as add-ons on top.

• Pricing entry point: reported to start at roughly $10,000 per year on a per-seat basis, well below enterprise-tier rivals such as Ironclad (implementations commonly $5,000-$50,000) or ContractPodAi ($20,000-$75,000), according to third-party pricing tracker Bindlegal’s 2026 breakdown, which SpotDraft has not itself confirmed publicly.
• Revenue mix: the base CLM subscription (drafting, workflow, e-signature, repository) forms the entry price, with AI review and analytics modules layered on for an additional fee, mirroring the seat-plus-add-on structure common across CLM and conversation-intelligence SaaS.
• Cost structure shift: the economics of the AI add-ons changed sharply between late 2022 and 2024, as the arrival of GPT-3.5 and GPT-4 cut the founders’ AI inference costs from roughly $40 to four-tenths of a cent over two years, a collapse that made features like automated contract review commercially viable for the first time (Founder Thesis, 2026).
• What buyers get wrong: comparing SpotDraft’s pricing directly to a pure e-signature tool like DocuSign undersells the model. The real cost driver for a customer is seat count plus which AI modules are attached, not a per-signature or per-document fee, so the effective price of a fully-loaded deployment can run well above the headline entry point once review and analytics add-ons are included.

The numbers

SpotDraft is a private company and does not publish audited multi-year statements on its own website; the figures below come from regulatory-filing reporting by Entrackr, cross-checked across two of its articles published five months apart, both in Indian rupees, unit crore.

Read plainly, revenue roughly tripled from FY23 to FY24 and then roughly doubled again, up about 103%, from FY24 to FY25 (Entrackr, January 2026). But the loss line moved just as fast: FY24’s loss already exceeded that year’s revenue, and by FY25 the loss of Rs 121.43 crore was almost exactly level with the Rs 121.02 crore of revenue booked, meaning SpotDraft’s spending is currently growing in lockstep with its top line rather than tapering off it. Separately, and on a different reporting basis, the company has told the press it grew calendar-year revenue 169% in 2024 and posted similar growth in 2025, with 100% growth targeted for 2026 (TechCrunch, January 2026); these are company-stated, unaudited figures on a calendar-year basis and should be read as directional rather than reconciled against the fiscal-year filings above.

Where the money comes from

SpotDraft does not publish an audited geographic or product revenue split, so this section draws on the growth metrics the company and its investors have disclosed publicly.

• Customer base: more than 700 organisations as of January 2026, up from more than 400 as of the Series B close in February 2025 (TechCrunch, January 2026; company materials), with 100% year-on-year customer growth reported alongside the Qualcomm round (Businesswire, January 2026).
• Usage volume: more than 1 million contracts processed annually, contract volume up 173% year-on-year, and roughly 50,000 monthly active users on the platform (Businesswire, January 2026).
• Geographic mix: a majority of revenue is earned in the United States, consistent with the company’s dual Bengaluru-New York structure and its 2019 fundraise, which was explicitly earmarked for US, Southeast Asian and European expansion (Founder Thesis, 2026; Inc42, February 2019).
• The surprise: a company frequently described as an Indian legaltech success story earns most of its money outside India. The engineering and founding story are Bengaluru-rooted, but the customer list, from Airbnb to Panasonic, and the revenue base behind it, skew heavily toward US and other developed-market enterprise buyers rather than the Indian market where the company began.

The risks

• Losses are now growing as fast as revenue, not slower. FY25’s net loss of Rs 121.43 crore essentially matched that year’s Rs 121.02 crore of revenue, a worse ratio than FY24, when the loss of roughly Rs 68 crore already exceeded revenue of roughly Rs 60 crore (Entrackr, January 2026). Three funding rounds in three years have kept the company capitalised, but the filings available do not yet show a path where growth outpaces spending.
• A crowded, well-funded competitive field. SpotDraft competes against established enterprise CLM vendors including Icertis, Ironclad and ContractPodAi (marketed as Leah), whose enterprise implementations can run from $5,000 to more than $75,000 depending on scope, alongside a wave of newer AI-first contract tools; several of these rivals have raised comparable or larger amounts of venture capital, and the AI contract-review capability SpotDraft is now shipping is, by the founders’ own account, the same idea several well-capitalised competitors are also chasing.
• Concentration in a market it does not control. With a majority of revenue earned in the United States and fresh capital earmarked for further expansion across the Americas, EMEA and India (Businesswire, January 2026), SpotDraft’s growth now depends heavily on enterprise procurement cycles, currency movements and legal-tech budgets in markets outside its home base, at a time when it has told investors to expect its revenue growth rate to roughly halve, from 169% in 2024 to a targeted 100% in 2026.

The takeaway

SpotDraft’s founders were not wrong about what they wanted to build in 2017. They were wrong about when they could build it. Faced with an AI model that could not clear 70-80% accuracy and a training-data problem no amount of engineering could solve overnight, they built the unglamorous version of the business instead, a plain contract workflow tool, and let it earn its keep for five years while the underlying technology caught up elsewhere. By the time GPT-3.5 and GPT-4 made contract-reading AI commercially viable, SpotDraft was not starting from zero; it had hundreds of paying customers, a working sales motion into the United States, and a dataset of real contracts to point the new technology at. The transferable lesson sits in that sequencing: when the technology you actually want to build is not ready, the useful move is not to wait, but to build the smaller, duller business that can carry you to the point where it is, and that will still be standing, with customers attached, on the day it finally works.

Frequently asked questions

What does SpotDraft do?

SpotDraft sells contract lifecycle management (CLM) software that helps legal, sales and procurement teams draft, negotiate, e-sign, store and track contracts, with AI features for automated review, metadata extraction and legal question-answering layered on top.

Who founded SpotDraft and when?

SpotDraft was founded in Bengaluru in 2017 by Shashank Bijapur, a Harvard Law School graduate and former corporate attorney at White & Case, and Madhav Bhagat, a Carnegie Mellon computer-science graduate and former Google software engineer.

How much funding has SpotDraft raised, and what is it worth?

SpotDraft has raised more than $98.5 million in disclosed venture funding across a seed round (2017), a pre-Series A (2019), a Series A led by Premji Invest (2023) and a Series B led by Vertex Growth Singapore and Trident Partners (2025), plus a Qualcomm Ventures-led Series B extension in January 2026 that valued the company at approximately $380 million.

Is SpotDraft profitable?

No. SpotDraft reported a net loss of Rs 121.43 crore in FY25 against revenue of Rs 121.02 crore, meaning losses were roughly level with revenue that year, a wider gap in absolute terms than FY24’s Rs 68.36 crore loss on Rs 59.58 crore of revenue.

Who are SpotDraft’s customers and competitors?

Named customers include Airbnb, Panasonic, Chargebee, Notion, Strava, Whatfix, PhonePe, Apollo.io and Zeplin, and the company says it serves more than 700 organisations as of January 2026. Its main competitors in enterprise CLM include Icertis, Ironclad and ContractPodAi.

Sources

Figures are as of September 2026. Currency converted at $1 ≈ ₹96.0 as of 18 September 2026 (Trading Economics).

• TechCrunch, “Qualcomm backs SpotDraft to scale on-device contract AI with valuation doubling toward $400M,” 26 January 2026
• Businesswire, “SpotDraft Secures $8M from Qualcomm Ventures, Pioneering On-Device AI for Enterprise Legal,” 26 January 2026
• Entrackr, “Decoding SpotDraft’s Series B funding round, latest valuation and captable,” March 2025
• Entrackr, “Legal-tech startup SpotDraft raises $8 Mn in Series B extension,” January 2026
• Inc42, “Binny Bansal-Backed 021 Capital Backs Legaltech Startup SpotDraft In $1.5 Mn Funding,” 22 February 2019
• AVCJ, “Premji Invest leads $26m round for India’s SpotDraft,” March 2023
• Premji Invest, SpotDraft partnership page, accessed September 2026
• Founder Thesis, “How Madhav Bhagat Built SpotDraft by Betting Against His Own Vision (Twice),” accessed September 2026
• Bindlegal, “SpotDraft Pricing 2026: What Buyers Pay, Plans & Alternatives,” 2026
• Aavenir, “Best SpotDraft Competitors and Alternatives for 2026,” 2026

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