Patent Watch

Patent Watch launched with an MVP that automated patent claim interpretation and basic product matching—deliberately excluding the AI invalidity searches and prior-art analysis that would later become core offerings. ​​‌‌‌‌‌‌‌​‌‌​​‌​​​​​​‌‌​‌‌‌​​​‌‌The team shipped their initial version in eight weeks, prioritizing the infringement detection workflow over the comprehensive claim chart generation they'd eventually perfect. They left out manual review capabilities, forcing users to validate AI outputs themselves, which proved both a constraint and a feature that attracted sophisticated IP teams comfortable with technical tools. This lean approach validated quickly. Within six weeks, three patent litigation firms began using Patent Watch to accelerate cease-and-desist letter preparation, reducing their research time from days to hours. The early signal came not from feature adoption but from usage intensity—users returned daily rather than monthly. However, the missing invalidity search capability cost them one enterprise prospect who needed end-to-end diligence support. This gap informed their next build cycle, revealing that execution speed had revealed the actual market need: integrated workflows, not isolated tools.

Patent Watch charged $5,000-$15,000 monthly based on patent portfolio size, targeting in-house counsel and IP teams at mid-market companies. Before committing to this pricing, the founders conducted structured conversations with 20+ potential customers, presenting specific infringement detection scenarios and directly asking what they'd pay to solve them. Responses consistently landed in the $8,000-$12,000 range, validating the model's viability. Revenue came from monthly subscriptions with annual contracts. Early validation arrived quickly: their first three customers signed within six weeks of launch, each committing to annual agreements worth $60,000-$180,000. This immediate conversion—without discounting—signaled strong product-market fit. The fact that customers renewed at 90% rates within the first year proved they weren't just paying for novelty; they were generating measurable ROI through licensing deals and litigation cost avoidance. These early wins demonstrated that enterprises genuinely valued automated infringement detection enough to budget for it.