Poth Labs

Poth Labs functions as a "customer brain" for companies, transforming scattered customer knowledge into a connected network of relationships. It is designed for businesses seeking a deeper understanding of their customer base beyond isolated data points. The primary purpose is to enable comprehensive reasoning across all available customer information to answer complex questions that single sources cannot address. Companies often possess a wealth of customer knowledge distributed across various channels such as customer calls, support tickets, CRM records, analytics platforms, surveys, and internal documentation. This fragmentation makes it challenging to derive actionable insights, particularly for questions like identifying the drivers of churn among high-value accounts. Manually connecting customer feedback, observed behaviors, and account outcomes is a time-consuming and often incomplete process, leaving critical business questions unanswered. Poth Labs' core capability lies in building a dynamic, interconnected model of customers. This model integrates information about customers, their associated accounts, product features, observed behaviors, and communication records from different systems. By establishing these relationships, Poth Labs moves beyond simple document retrieval to enable sophisticated reasoning. This allows the system to understand the nuances of customer interactions and predict potential issues or opportunities. A key feature is its ability to "Ask Poth," which allows users to query this comprehensive customer model. Unlike systems that merely summarize isolated sources, Ask Poth reasons across the entire network of customer knowledge. This enables the discovery of insights that would otherwise remain hidden, such as understanding why customers adopt or abandon specific features, or pinpointing the exact factors contributing to churn. Furthermore, Poth Labs is designed to identify gaps in existing knowledge. When a question cannot be fully answered by the data at hand, the platform can proactively launch adaptive surveys and customer interviews to collect the necessary missing information. This ensures that the customer brain is continuously updated and that the insights derived are as complete and accurate as possible. The product's unique approach involves creating a "living model" of customers. This model is not static but evolves as new data is integrated. It emphasizes the interconnectedness of customer data, treating it as a network rather than a collection of disparate documents. This allows for a more holistic and nuanced understanding of customer behavior and sentiment. The benefits for users include unlocking answers to complex customer-related questions, gaining a deeper understanding of churn drivers, and identifying reasons behind feature adoption or abandonment. By grounding conclusions in evidence and highlighting missing information, Poth Labs provides a reliable and actionable source of customer intelligence. Specific use cases include identifying the root causes of churn in high-value accounts, understanding customer feature adoption patterns, and proactively addressing potential issues before they lead to customer dissatisfaction. It can also help in understanding why customers might be abandoning certain features or services. While specific integrations are built customer-by-customer during onboarding, Poth Labs aims to pull data from commonly used systems like call recording tools (Clari/Fireflies/Granola), product analytics platforms (PostHog/Amplitude/Mixpanel), CRMs, and support tools. The platform is designed to handle disagreements between systems by surfacing both supporting and contradicting evidence for human judgment. The ingestion of data can be near real-time via webhooks or streaming, or through scheduled syncs, depending on the source and customer preference. In essence, Poth Labs provides a unified, intelligent layer for understanding customers by building a dynamic knowledge graph that powers deeper insights and proactive engagement.