Software Snack Bites

Shomik Ghosh of boldstart ventures

A podcast series exploring all things enterprise software. We'll interview experts from all areas of company building, the enterprise buyer perspective, investors viewpoints and deep dive into specific technology trends. shomik.substack.com

  1. 5 फ़र॰

    Data Streaming for AI - Andrew Sellers (Head of Technology Strategy, Confluent)

    This episode is for whomever is interested in data workloads for AI particularly event streaming and how those will be used in AI model training and inference. Andrew Sellers is the Head of Technology Strategy at Confluent. He was previously CTO at QOMPLX and CTO of the US Air Force Academy. In this episode, we dive into technology in the government and what changes for event streaming in the context of AI models. We cover technical aspects of data streaming, customer use cases for AI & event streams, and differences between inference workloads and training workloads for data streams. Where to Find Andrew Sellers: * LinkedIn: https://www.linkedin.com/in/andrewjsel/ Where to Find Shomik: * Twitter: https://twitter.com/shomikghosh21 * LinkedIn: https://www.linkedin.com/in/shomik-ghosh-a5a71319/ * Software Snack Bites Newsletter: https://www.shomik.substack.com * Software Snack Bites Podcast: Apple Podcasts, Spotify, Google. Covers: (01:52) - Background as CTO of US Air Force Academy (04:26) - How the Public Sector Optimizes Tech Decisions & Procurement (7:34) - Enterprise Data Strategies for AI (9:30) - Why Decoupling is More Important than Latency for Data Streaming Needs (12:30) - In-Stream Processing (17:10) - Bi-Directional Streaming (18:50) - AI Agents Impact on Streaming (21:10) - Inference Workflow Impact on Streaming (27:04) - Customer Use Cases (36:25) - Agent Use for Internal Product Workloads (38:12) - Real Time Data Attach Rates to Inference This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit shomik.substack.com

    43 मिनट
  2. 05/12/2024

    Driving Growth in Design & AI - Caroline Mack (COO, Spline AI)

    This episode is a fit for anyone who’s interested in how to drive best of breed growth at companies like Spline AI, Canva, and many others. Caroline Mack is COO of Spline. Caroline previously was a Growth lead at Canva and worked in product & growth at companies like Tencent, DocuSign, Google, and TripAdvisor. In this episode, we cover tactical learnings about growth in the application layer and how AI is changing 3D design and driving value to users. We also cover product, growth, and pricing advice for all startups. Where to Find Caroline: * Twitter: https://x.com/Caroline_Huskey * LinkedIn: https://www.linkedin.com/in/carolinehuskey/ Where to Find Shomik: * Twitter: https://twitter.com/shomikghosh21 * LinkedIn: https://www.linkedin.com/in/shomik-ghosh-a5a71319/ * Software Snack Bites Podcast: Apple Podcasts, Spotify, Google. In this episode, we cover: (00:40) – Working at Startups Around the Globe (04:46) – Spline Overview (05:44) – Key Learnings from Canva (07:56) – How Canva Coupled Growth & Product Teams (09:02) – How Canva Utilizes Eng Support in All Functions (10:00) – Identifying Free Users With High Propensity to Convert to Paid (11:30) – Product Touch Points of Onboarding Customized to User Profiles (12:16) – Learnings Caroline Applies from Canva to Spline (14:10) – Affiliate Programs vs Allowing User Generated Content to Spread Freely (15:24) – Why Workflow Matters in AI (16:45) – Use Cases for 3D Design (19:15) – Spatial Environment Design Trends (21:28) – Positioning a Product to Benefit from AI Model Improvements (23:15) – Growth at Spline & Community Engagement (25:22) – Are AI Native Apps More Likely to Experience Spikey Usage (27:10) – How to Develop User Communities (28:48) – What Can Be Measured in Growth (30:30) – Growth vs Monetization Tradeoffs (32:45) – Pricing for AI Products (35:03) – A/B Testing Pricing Effectively (36:30) - 3D Design Future This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit shomik.substack.com

    38 मिनट
  3. 22/10/2024

    The Future of AI Agents - Joao Moura (CEO, CrewAI)

    For anyone who’s been curious about what AI Agents are, what they will do, and current deployed use cases at large enterprises, this is the podcast for you. Joao Moura is Founder & CEO of CrewAI, the leading multi-agent platform. He previously was Director of AI Engineering at Clearbit which was acquired by Hubspot. I’m also joined by my colleague Eliot Durbin at boldstart ventures. We are fortunate to partner with Joao as a founder in our portfolio! This episode dives deep into the multi-agent world talking about how agents work, the tech behind the scenes, unlocks that are coming to the ecosystem to push use cases forward, and what tangible ROI agents are delivering for enterprises today. We go deep into topics like memory & caching, robotic process automation, what foundation model leaps are enabling in the ecosystem, and how to complete complex tasks with multi-agents. Whether you’re technical or not, you’ll love this episode as everyone will be experiencing agents either first hand or behind the scenes. And I strongly believe if you learn how to use agents now, it’ll position you for success in the very near future. Where to Find Joao: * Twitter: https://x.com/joaomdmoura * LinkedIn: https://www.linkedin.com/in/joaomdmoura/ Where to Find Eliot: * Twitter: https://x.com/etdurbin * LinkedIn: https://www.linkedin.com/in/eliotdurbin/ Where to Find Shomik: * Twitter: https://twitter.com/shomikghosh21 * LinkedIn: https://www.linkedin.com/in/shomik-ghosh-a5a71319/ * Software Snack Bites Podcast: Apple Podcasts, Spotify, Google. In this episode, we cover: (02:00) – CrewAI Announcements: $18M raised from boldstart, Insight, Early Grey Capital, Craft Ventures, Andrew Ng, Dharmesh Shah; IBM Partnership, Celonis Partnership, New CrewAI course with Andrew Ng at DeepLearning AI w/ PWC Production Use Case (05:11) – Origins of CrewAI & What the Platform Does (10:24) – Early Enterprise Use Cases for Agents (12:50) – How Does Agent Reasoning Work (16:13) – LLMs vs RAG (18:30) – How Many Crews are Running Daily (19:50) – Building OSS in AI and How That Maps to Stakeholders Within Enterprises (21:33) – “Last Mile” Problem for AI Adoption in Enterprises (24:08) – Actual Product Use Cases in Enterprises (33:44) – What Multi-Agent Means (37:34) – Why AI Changes Economics for App & Feature Creation (40:45) – RPA vs Agents (43:06) – Biggest Unlock for Agent Adoption So Far (45:24) – Chain of Reasoning Impact on AI (49:45) – Enterprise Ready AI (53:00) – Multi-Modal Impact on Agents (55:00) – AI Wave vs Internet Wave (57:11) – Future of Agent Adoption This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit shomik.substack.com

    59 मिनट

परिचय

A podcast series exploring all things enterprise software. We'll interview experts from all areas of company building, the enterprise buyer perspective, investors viewpoints and deep dive into specific technology trends. shomik.substack.com

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