Applied Intelligence

How AI Helped Double Our Revenue with Half the Staff


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Voi CEO Fredrik Hjelm joins Keith Richman to reveal how the European micro-mobility giant is transitioning into an AI-native organization. Fredrik breaks down his aggressive "build vs. buy" strategy, explaining how Voi reduced legacy SaaS spend by nearly 40% by replacing software with custom LLM tools. The conversation covers the evolution from basic chatbots to autonomous agents, the reality of "Shadow AI," and why AI curiosity is now a hiring requirement. From automating tender bids to replacing junior engineering tasks, this is a masterclass in practical, high-impact AI deployment for operators.

#AI #ArtificialIntelligence #BusinessStrategy #CEO #TechTrends #SaaS #Voi #Automation #Leadership #MachineLearning

Chapters
  • 00:00:00 Introduction: Hiring for AI Readiness
  • 00:00:30 Voice's Journey: From Hypergrowth to AI-First
  • 00:01:14 The Klarna Moment: Early AI Inspiration
  • 00:05:10 Phase One: The Year of the Chatbot (2023)
  • 00:05:43 Organizational Change Management for AI
  • 00:09:04 Shadow AI and the White-Listing Process
  • 00:11:12 Phase Two: Coding Assistants and Vertical AI Tools
  • 00:13:36 Buy vs Build: Rethinking the SaaS Stack
  • 00:16:47 Mapping Software Products for AI Replacement
  • 00:18:02 Removing Human from the Loop
  • 00:19:01 Top-Down Cross-Functional AI Implementation
  • 00:21:24 The New Software Sales Reality
  • 00:23:50 Cost Savings vs Revenue Growth with AI
  • 00:27:38 The Rise of 100x Engineers
  • 00:30:01 Hiring for AI Aptitude Across All Roles
  • 00:31:13 Domain-Specific AI Tool Stacks
  • 00:32:28 Structured vs Unstructured Data: The AI Challenge
  • 00:35:22 Understanding LLMs in Enterprise Settings
  • 00:37:07 Case Study: Liquidize Marketing Automation
  • 00:38:50 LLM Orchestration and Model Selection
  • 00:40:34 Becoming the World's First AI-Native Micromobility Platform
  • 00:42:13 Constraints: The Key to Safe AI Automation
  • 00:44:05 Organizational Response: From Resistance to Enthusiasm
  • 00:46:54 Creating the Head of AI Role
  • 00:50:42 The Results: Double Revenue, Half the Staff
  • 00:51:41 Frederik's Personal AI Tech Stack
  • 00:56:22 The Biggest Win: Company-Wide AI Adoption

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Applied IntelligenceBy Keith Richman