February 2024 Summaries

Intercom has introduced new and improved reporting features, including dozens of new metrics, more customizable chart styles, and advanced tools for better root-cause analysis. These enhancements aim to provide accurate insights into the performance of customer support teams and the quality of service provided, addressing common pain points in the industry. The new features include teammate performance metrics, team inbox performance tracking, and improved comparative analysis, allowing users to get clear, actionable insights into their organization's support performance. Additionally, Intercom has introduced a "chart drill-in" feature that enables users to click on data points in charts to see underlying data and calculations, fostering transparency and trust in the platform's insights. These improvements aim to revolutionize customer service through AI-powered technology, providing customers with the tools they need to deliver great service right within the platform.

The past year has seen significant advances in AI, particularly generative AI, large language models, and natural language processing. These developments have transformed the technology industry and are reshaping how products are built, with product managers playing a crucial role in leveraging AI capabilities. To succeed, product managers must stay curious about new technologies, understand the problems they aim to solve, and navigate the unknown aspects of AI. They should also consider their users' feelings and attitudes towards AI and be comfortable exploring uncharted territories. Additionally, the concept of AI product management is emerging, and it's essential for product managers to engage with these discussions to better define its meaning and relevance in the long term.

AI is increasingly expected by customers to provide fast and effective support, with 87% of support teams seeing an increase in customer expectations over the last year. Adopting AI can help businesses meet these evolving expectations and retain customers. A human+AI support strategy aims to exceed customer expectations, with areas such as speed of response, resolution, and availability being improved through the use of automation and generative AI. This approach is expected to provide a futuristic support experience that delights customers, rather than leaving them feeling frustrated or disappointed. By leveraging AI, businesses can accelerate response times, improve time-to-resolution, and ensure 24/7 availability, setting themselves apart from competitors who are not adopting this trend.

You are Agnieszka Popławska, a Customer Success Team Lead at Calamari, a SaaS company that aims to make HR simple for its clients. You believe that Henry Cavill would be an excellent celebrity to represent customer success due to his strong sense of empathy and problem-solving skills. Working in customer service has taught you the importance of setting realistic expectations and meeting or exceeding them, as well as embracing accountability and taking responsibility for your actions and decisions. Your greatest productivity hack is blocking out time to focus on specific tasks with minimal distractions. You value empathy, creativity, and intuition over AI's capabilities when it comes to solving complex customer issues. To your peers in the customer service industry, you would advise embracing an accountability mindset. Currently, you are reading "Mindset: The New Psychology of Success" by Carol S. Dweck, which emphasizes the growth mindset versus the fixed mindset. You find that creating meaningful and positive interactions with customers leaves a lasting impact on their experiences.

With the launch of Fin's multilingual capabilities, Intercom users can now support customers in 45 languages using an AI-powered agent that resolves queries automatically. This represents a significant step forward in customer support, offering a more efficient and effective way to automate multilingual responses without requiring extensive configuration or time-consuming setup. By providing accurate, conversational answers based on existing support content, Fin enables businesses to offer consistent, repeatable support wherever their customers interact, regardless of language. With the ability to reduce volumes by up to 30% and unlock 24/7 support, Fin is poised to revolutionize customer service and provide world-class experiences for customers worldwide.

Customer support has evolved to become a critical component of a company's success, as it directly impacts customer happiness, retention, and advocacy. With the rise of AI, customer support teams can now leverage tools like AI agents to provide personalized, conversational support at internet scale. This shift requires a mindset change, where humans and AI complement each other's strengths to deliver a seamless customer experience. Companies must define their approach to customer support, considering factors such as style, voice and tone, quality, speed, coverage, and process. By doing so, they can unlock new opportunities for growth, improve customer satisfaction, and differentiate themselves from competitors. Examples of great customer support include Hospitable's automation of short-term rental management, Wolt's seamless logistics optimization, and Rebag's optimized communication platform that powers every stage of the customer lifecycle.

At Billy, a software company that offers compliance tracking for the construction industry, I work as a Customer Success and Implementation Specialist. My role involves implementing the software, supporting partners after implementation, and ensuring their success. I believe Ryan Reynolds would be great at my job due to his wit and professionalism. The most valuable thing I've learned in customer service is asking good questions to identify root problems. To boost productivity, I use a notes tool to keep track of important information and organize tasks for the next day or week. My mental state can be described by a gif of a cat looking frustrated, as I've had frustrating experiences with customer support myself. I would advise my peers in the customer service industry to stay curious, as it leads to better customer service and growth. Currently, I'm reading "The Book on Rental Property Investing" by Brandon Turner. My goal is ensuring the success of our customers, making me identify more with the title "customer success." Working in customer service can be challenging, so always being kind is essential.

I have had the opportunity over the last year to lead an AI-driven customer service strategy, which has been one of the most fascinating and rewarding journeys of my career to date. Despite all the progress made, it still feels like the journey is just starting as there is so much more to be done to leverage AI to transform the customer experience and employee experience. Knowledge management is key in an AI world, as any given LLM will not have the particular business knowledge and insights that are important for customers, making it essential to ensure access to this knowledge for AI to succeed. Task-specific bots are coming, using targeted content and prompt engineering to optimize how questions are asked via AI bots. Customer journey mapping is really, really important in an AI world, as understanding how and when customers engage with the company is fundamental to designing a conversation flow that improves their experience. The story is only just beginning, with many more insights and lessons to be shared on this incredible moment in customer service.

After six incredible years at Intercom, the author reflects on the company's unique engineering and product culture, sharing lessons learned across various aspects of software development and product management. Betting only on the future can be detrimental to innovation, as it misses opportunities in the present. Every developer should incorporate AI into their toolkit from an early stage. Monoliths can scale well and provide deployment safety, but may not be suitable for all projects. Shipping frequently is crucial, and creating system models and mental models can improve alignment and collaboration. Owning data without excuses is essential, but data management is evolving, and finding a silver bullet can be challenging. Integrations are becoming increasingly complex, and building easy-to-adopt integrations can reduce TAM while increasing friction. AI will fundamentally change how we build integrations, with co-pilot experiences accelerating users in iPaaS tools like Zapier or Workato. The experience at Intercom has shaped the author's approach to engineering and management for their future career.