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What are the key customer profiles and use cases for Levity's product?

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How does Levity address data quality issues in AI modeling?

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Do Levity's customers import their data through self-serve or contacting Levity?

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What criteria are healthcare providers prioritizing when choosing external software vendors, given time and specific compliance demands?

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What are the challenges for digital health startups selling to other startups, and how do they differ from those selling to legacy providers?

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What are the growth opportunities for vertical-focused digital health startups such as Dorsata, Cityblock, and Firefly?

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What are the competitive dynamics of cross-selling against integrated products like Gusto with their R&D tax credits?

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What role does Alloy play in the rise of headless and Jamstack e-commerce architecture, and how is the platform optimized for it?

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What is Alloy's approach to building integrations with third-party apps, and how does it incentivize other companies to build their own integrations?

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How does Alloy differentiate from Shopify Flow, and does it address the trend of wanting to avoid the limitations of building entirely on Shopify?

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What distinguishes Alloy's integration marketplace from the traditional app store model embraced by platforms like Shopify?

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What is the problem Pawp is solving in the pet industry market?

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What are the benefits of Pawp's consumer-facing subscription product and who are the target users?

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Is data integration mostly a problem with top SaaS apps (e.g. Salesforce), or is it an issue with the "long tail" of apps used by most companies?

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What kind of traction is Venice experiencing, and what are the early thoughts on user acquisition and next steps for the company?

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What is the importance of Clearbit's proprietary data set towards product-market fit and how has data commoditization affected the company?

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What are the trends in the tooling used by successful creator businesses?

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What is the competitive threat of incumbents in AI and how will the market be divided between startups and established players?

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What problem does Zus Health solve, what is its customer profile, and what use cases drive user adoption?

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How does Upwork compare to other platforms like Patreon or Memberful that help creators monetize their talent?

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How integral is Retool to Lithic's engineering culture and would it have an impact as a selling point for the company during an engineering interview?

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What is the per-query cost and usage comparison between video-based generative AI and ChatGPT's $0.05 per query with 2M users?

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What is Lunchbox's long-term vision for its impact on the food industry and how will it transform the way people order and enjoy food?

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Is customer data collected through third-party ordering platforms accessible to Lunchbox, or is it controlled solely by DoorDash, Uber Eats, etc.?

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How does Lunchbox integrate with POS systems like Toast and Square, and are they competitors or potential complementary products?

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How can proactive communication about supply chain disruptions with customers drive better outcomes, mitigate downside, and generate more loyalty?

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How does Pinwheel view employee's data ownership & how would it affect entering a space like Finch's that helps underwrite loans?

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Is Caplight competing with companies like Carta, and do you see a possible overlap in Caplight's and Carta's services?

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How might Runway change the way video production teams work together in the next five years, similar to Figma's impact on design collaboration?

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How does QuickNode's multi-chain approach compare to Infura's Ethereum focus and what are the tradeoffs?

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Are there more use cases emerging for Airplane that involve moving data between SaaS products or SaaS products and a production data warehouse?

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How did Chime view the competitive landscape between itself and SoFi, given SoFi's strong focus on student loans?

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How does Sydecar work with marketplaces like AngelList, and could Sydecar's API product potentially serve as an SPV provider to those marketplaces?

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How does AbstractOps position itself in relation to other startups (e.g. Rippling, Ramp) that automate HR/finance and expand to different functions?

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Does AbstractOps aim to take on all of a company's back-office needs, and are there any areas that they will not handle?

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How does AbstractOps handle data security and access control to comply with compliance requirements?

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What are the essential companies in the modern HR, finance, and legal compliance stack?

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Who are AbstractOps' main competitors, and is hiring a COO (either on a fractional or full-time basis) a viable alternative for smaller companies?

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What were the challenges of integrating Forage with the government's technology capacities to enable EBT payment processing?

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Does Forage plan to expand beyond the US and work with EBT-like systems in other countries?

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Have Forage customers switched from Fiserv to Forage, and if so, what reason(s) have they communicated for making the switch?

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What are the potential reasons for limited application of Cover's construction model to the prefab home industry in the past?

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What is InDinero's cross-selling strategy with its core service offering of tech-enabled bookkeeping and what further opportunities does it present?

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Which is a better strategy for offering financial services & products: Starting with SaaS tool to build a network, or starting with a marketplace?

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Is the integration of insurance and auto loans through Gaya a unique offering, or are insurance companies experimenting with similar solutions?

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What is Gaya's current business model and how do they plan to monetize as they scale up?

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How is AI improving Truewind's bookkeeping and what areas (besides expense classification) can generate 10x leverage?

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How does Truewind balance designing for efficiency in bookkeeping with ensuring correctness and truth when utilizing AI?

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Can AI improve the customer experience of working with a bookkeeper, or is phone support still important?

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How can bookkeeping improve customer acquisition and reduce costs through technology-based business model shift, like R&D tax credit services?

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