Granular

The Breakthrough Moment

Granular was founded in 2014 by Sid Gorham and Bob Stine in San Francisco, emerging from the recognition that agriculture represented a massive and technologically underserved market where modern cloud software and data analytics could dramatically improve farm business management, but existing software companies had largely ignored farming in favor of more glamorous technology sectors. The founding insight stemmed from Gorham's experience in private equity at Thoma Bravo, where he analyzed software businesses across various industries and identified agriculture as an enormous market ($400+ billion in U.S. alone) where farmers operated increasingly complex businesses managing thousands of acres, millions of dollars in equipment and inputs, and sophisticated financial planning—yet relied on inadequate tools like QuickBooks (designed for small businesses, not agricultural operations), Excel spreadsheets (powerful but requiring manual data entry and offering no collaboration), or even paper notebooks and filing cabinets (how many farmers still tracked field operations in 2014). The problem wasn't that farmers were unsophisticated—modern commercial farmers are highly educated business operators making complex decisions about crop selection, futures markets, equipment investments, and agronomic practices based on data and analytics. The problem was that software companies hadn't built products addressing agriculture's unique needs: extreme seasonality where planting and harvest create intense work periods followed by quieter seasons; spatial complexity requiring field-level tracking rather than simple business unit accounting; inventory management for seeds, fertilizers, and chemicals applied across specific fields rather than standard inventory systems; and profit analysis requiring allocation of costs to particular fields and crops to understand which areas and practices are most profitable. Gorham partnered with Bob Stine, who brought agricultural background and farmer connections, to ensure Granular built software farmers would actually use rather than technology solutions searching for problems. The founding team spent months talking with farmers, shadowing their operations, understanding their workflows, and identifying the specific pain points where software could deliver immediate value. They concluded that farm financial management and field operations tracking represented the highest-value starting point—if Granular could make it easier for farmers to track profitability by field and crop, manage cash flow through agricultural cycles, and document field operations for regulatory compliance and operational planning, farmers would pay for software that delivered those capabilities. The company raised seed funding from Andreessen Horowitz and Google Ventures in 2014, allowing Gorham and Stine to recruit engineering team and begin building cloud-based farm management software. The go-to-market strategy targeted progressive commercial farmers—those already using precision agriculture equipment, comfortable with technology, managing 1,000+ acres making software subscriptions economically justifiable, and willing to try new tools if they solved real problems. Early adopters were typically farmers in Midwest corn/soybean operations where commercial agriculture was most advanced and farm sizes were large enough to support software investments. Granular launched its initial products in 2015, focusing on farm business management (accounting, inventory, financial planning) and field operations management (crop planning, activity tracking, input applications). The software was delivered entirely through web browsers and mobile apps, requiring no on-premises servers or IT infrastructure—critical for farmers who had no IT departments and needed solutions that just worked without technical complexity. Pricing followed SaaS subscription model typically $1,000-3,000 annually depending on farm size and features, positioning between free tools (inadequate for serious operations) and expensive agricultural ERP systems (overkill for most farms). The company grew rapidly from 2015-2017, adding customers, expanding features, and raising additional venture rounds including Series B led by Khosla Ventures. By 2017, Granular served thousands of farms managing tens of millions of acres and had raised over $50 million in venture funding. The growth attracted attention from agricultural input suppliers increasingly concerned about their relevance as commoditization pressured margins and farmers sought ways to reduce costs including inputs. DuPont Pioneer, one of the world's largest seed companies, saw Granular as a strategic acquisition enabling closer farmer relationships, data-driven product recommendations, and insights into farming practices that could inform seed breeding programs. In September 2017, DuPont acquired Granular for approximately $300 million—a successful exit for founders and investors, though questions immediately emerged about whether Granular's value proposition would change under input supplier ownership. The acquisition occurred just before DuPont merged with Dow to form DowDuPont, which later separated into three companies with agriculture business becoming Corteva Agriscience in 2019. Throughout these corporate transitions, Granular continued operating as a platform within Corteva's digital agriculture strategy, growing to serve 30+ million acres but facing ongoing farmer concerns about data privacy and independence that continue to constrain growth among farmers skeptical of sharing operational data with input suppliers.