Interview, Fireside Chat, Podcast
Why the Next Generation of Enterprise Software Looks Nothing Like Salesforce
- Lightfield, a business world modeling platform, recently raised $47 million in Series A funding led by a16z.
- The company was founded by Keith Seitz and three other members who previously worked at Facebook.
- Lightfield converts unstructured customer data (emails, calls, meetings) into a structured record that AI agents can utilize to execute tasks.
- Founders previously launched Tome, an AI presentation tool that achieved 2 million monthly users around the GPT-3/ChatGPT launch.
- Tome was shut down and pivoted because the founders realized the technology could not yet support high-quality, discerning professional presentations.
- Initial pivot experiments focused on a "go-to-market assistant" for sales and marketing, which users loved but refused to pay for due to lack of data ownership.
- Lightfield adopted a "negative pricing" strategy, offering free office space to 10 startups in exchange for daily usage and feedback.
- The product architecture prioritizes an "activity log" primitive that chronologically models the relationship between a business and its customers.
- Lightfield utilizes a semi-structured approach, storing vast amounts of unstructured data in the activity log while allowing the system to infer causality.
- The platform features a schema-less onboarding process that automatically assembles relationship data from connected email, call recorder, and data warehouse sources.
- A key differentiator is the ability to model arbitrary, non-standard business relationships without pre-defined fields.
- A specific customer, Power, used Lightfield to aggregate clinical trial data and match patients with frontier treatments, enabling an Alzheimer's patient to find treatment within days.
- Lightfield targets "greenfield" startups first to establish reference logos before expanding into "brownfield" enterprise markets.
- To overcome VP of Sales resistance to new tools, Lightfield offers free access to non-sales teams (engineering, finance, CS) to create internal network effects.
- The company's pricing model combines a platform fee for core CRM functions with consumption-based pricing for pipeline generation, workflow automation, and forecasting intelligence.
- Lightfield's internal culture operates with no defined "swim lanes," where all 40 employees are generalists who stack-rank and tackle the most critical problems daily.
- The team employs continuous planning, allowing the roadmap to be edited weekly based on immediate customer feedback and priorities.
- Future product vision focuses on Lightfield acting as a "crystal ball" for scenario planning, helping leaders decide on hiring, product roadmaps, and market expansion.
- Founders advise that during a pivot, external noise regarding office space, food, or options should be ignored in favor of identifying and solving core customer pain.
- Lightfield requires strict security compliance, including BAA sign-offs and penetration testing, to successfully sell into the health tech sector.
- The company believes that while "building your own CRM" is a common sentiment among founders, the complexity of accurate data modeling makes external solutions necessary.