Enterprise AI
Deploying AI that ships and shows ROI.
Enterprise AI is the work of putting AI into production inside a business — deployment, governance, security, and measuring return on investment, where reliability and trust matter as much as model quality.
31 episodes
- Tuning GPU Performance with AI Agents | AMD’s Anush Elangovan on ROCm 10
- Data Federation, Not Centralization, Is What Enterprise AI Needs
- Stop Token Maxxing: Find Where AI Actually Pays Off | Jiaona Zhang
- The First Fully Autonomous AI Attack is Coming | Kristin Lovejoy
- The AI Framework Era Is Over: Why Context Is the Moat | Jerry Liu
- We Built Agents, Nobody Built HR | Tyler Akidau, Redpanda
- Every AI Agent Has an Evaluation Gap | Alex Ratner, Snorkel AI
- Why LLMs Are Plausibility Engines, Not Truth Engines | Dan Klein
- How Block Deployed AI Agents to 12,000 Employees in 8 Weeks w/ MCP | Angie Jones
- Architecting AI Agents: The Shift from Models to Systems | Aishwarya Srinivasan
- Vercel's Playbook for AI Agents: From Vibe Check to Production | Malte Ubl
- From Demo to Defensibility: How to Build an AI Business that Lasts | Aurimas Griciūnas
- AI's Trillion-Dollar Healthcare Bet | Corti's Andreas Cleve
- Architecting Reliable Agentic AI | Cisco’s Giovanna Carofiglio on the AGNTCY Collective
- The Emerging AI Agent Stack | CrewAI’s João Moura
- AMD's Challenge to NVIDIA: The Open Ecosystem Bet | Anush Elangovan & Sharon Zhou
- Your Key to AI Success is Hiding in Plain Sight | Cohesity's Greg Statton
- The 2025 AI Shift: From Chat to Task Completion & Reliable Action | Galileo Founders
- Why Enterprises Need a Different Approach to AI Agents | Lyzr’s Siva Surendira
- Low-Code AI: From Requirements to Apps in Minutes | OutSystems' Rodrigo Coutinho
- Inside IBM's watsonx: Building Enterprise AI That Ships | Dr. Maryam Ashoori
- Information Symmetry: DevRev's Bet on AI-Driven Enterprise Decisions | Manoj Agarwal
- The Agent Bubble Debate | Spot AI's Kelly Vaughn
- The Making of Gemini 2.0: DeepMind's Approach to AI Development and Deployment | Logan Kilpatrick
- Beyond Chatbots: How Twilio Uses AI to Strengthen Human Connection | Vinnie Giarrusso
- The Enterprise AI Deployment Playbook | ServiceTitan, Indeed & Twilio
- Practical Lessons for GenAI Evals | Chip Huyen & Vivienne Zhang
- Why Most Enterprise AI Projects Fail to Show ROI | HP, ServiceNow & Accenture
- GenAI Predictions for 2025 | Databricks & Cohere
- Got Agents? Agentic Workflows & Architecture | Weaviate, Unstructured & CrewAI
- The State of AI: Open-Source Models & Enterprise Trust | May Habib
Explainers on this topic
- Agent Identity and Permissions: The Layer Nobody Built
- When an Open Model Beats a Frontier API on Cost
- Centralizing Data Before AI: Why the Lake Doesn't Save You
- AI Translation: Where Humans Still Sit in the Loop
- Shipping AI in a Regulated Industry
- How to Measure Whether AI Is Actually Paying Off
- Small Language Model vs. Frontier Model
- Fine-Tuning vs. RAG vs. Prompting: How to Choose
- Using AI to Modernize Legacy Code
- How to Cut AI Agent Costs
- How to Govern AI Agents in an Enterprise
- Is the AI Agent Bubble Real?
- Why Enterprise AI Projects Fail to Show ROI
- On-Premise AI for Regulated Enterprises
- 4 Guardrails for Letting Your Whole Company Use AI
- Open vs. Proprietary AI Models: When to Use Which
Terms on this topic
- AI Governance
- AI Pilot (Proof of Concept)
- AI Safety
- Audit Trail
- Continuous Compliance
- Data Sovereignty
- EU AI Act
- Human in the Loop
- Model Risk Management
- Policy as Code
- Robotic Process Automation (RPA)
- Shadow AI
Guests on this topic
Anush ElangovanJitender AswaniJiaona ZhangKristin LovejoyJerry LiuTyler AkidauAlex RatnerDan KleinAngie JonesAishwarya SrinivasanMalte UblAurimas GriciūnasAndreas CleveGiovanna CarofiglioJoão MouraSharon ZhouGreg StattonVikram ChatterjiAtindriyo SanyalSiva SurendiraRodrigo CoutinhoMaryam AshooriManoj AgarwalYash ShethKelly VaughnLogan KilpatrickVinnie GiarrussoMehmet Murat EzbiderliGrant LedfordChip HuyenVivienne ZhangAlex KlugSriram PalapudiJay SubrahmoniaSara HookerCraig WileyBrian RaymondBob van LuijtMay Habib