How Podium is arming 10,000+ SMBs with AI agents

Podium, a customer communication platform for local businesses, has deployed an AI agent named Jerry to over 10,000 small and medium-sized businesses. According to an OpenAI blog post, Jerry is built on OpenAI’s GPT-5 and handles tasks such as appointment scheduling, answering FAQs, and routing complex issues. The company reports a 300% increase in customer engagement and reduced response times. This case study illustrates how off-the-shelf LLMs can be fine-tuned for domain-specific workflows, enabling Main Street businesses to compete with larger enterprises. For developers, the key takeaway is the importance of integrating guardrails and seamless handoffs to human agents—Jerry escalates when needed—rather than aiming for full automation. Podium’s success suggests that AI agents for customer service are now practical for small teams, but require careful design to maintain trust and accuracy.