Scott MacKenzie hosts the Industrial Talk podcast, celebrating industrial professionals and their innovations. At the Accruent Insight user conference in San Antonio, Texas, he interviews Dave Harrington, a solution consultant at Accruent, about workplace management solutions. Harrington explains that these solutions help manage physical assets, buildings, and critical equipment, emphasizing the importance of proactive maintenance to avoid issues like HVAC breakdowns. He highlights the role of AI in predictive maintenance and decision-making, sourcing data from various real estate platforms. Harrington also notes the challenge of re-educating the workforce post-pandemic. The conversation underscores the evolving landscape of workplace management and the impact of AI.

Action Items

• [ ] Connect with Dave Harrington on LinkedIn.

Outline

Welcome to Industrial Talk Podcast

• Scott MacKenzie introduces the podcast, emphasizing its focus on industry professionals and their innovations.
• Scott welcomes listeners and highlights the importance of industrial professionals in changing lives and the world.
• The podcast is broadcasting from the Accruent Insight user conference in San Antonio, Texas.
• Scott sets the stage for the conversation with Dave Harrington about workplace management solutions.

Introduction of Dave Harrington

• Scott introduces Dave Harrington, a solution consultant at Accruent, who will discuss workplace management solutions.
• Dave shares his background, mentioning his role in working with customers and prospects to showcase solutions.
• Dave has been in this role for about 10 years and enjoys meeting with customers and keeping up with industry changes.
• Scott inquires about how Dave stays updated with the latest innovations and trends.

Learning and Staying Updated

• Dave explains that internal teams at Accruent provide extensive training on new and innovative solutions.
• He emphasizes the importance of repetition and hands-on experience in perfecting the delivery of value to customers.
• Scott shares his experience of feeling overwhelmed by the ever-evolving nature of the industry.
• The conversation transitions to discussing workplace management systems and their importance.

Overview of Workplace Management Systems

• Dave describes workplace management systems as a collection of solutions for managing physical assets, buildings, and critical equipment.
• The solutions help customers manage their facilities, including HVAC units, chillers, boilers, and other essential equipment.
• Dave's role involves showcasing these solutions to customers and demonstrating their value.
• Scott and Dave discuss the importance of maintaining and updating these systems, especially post-COVID.

Impact of COVID-19 on Facilities Management

• Dave notes that the pandemic has led to a lack of maintenance and updates in facilities due to reduced occupancy.
• There has been a surge in demand for quick updates and maintenance to prepare for face-to-face events.
• AI is emerging as a significant topic in the real estate and facilities management world, with a focus on predictive maintenance.
• Dave explains how AI can help predict issues with equipment before they become critical, allowing for proactive maintenance.

Application of AI in Real Estate and Facilities Management

• Dave elaborates on the use of AI in predicting issues with HVAC units and other equipment using sensor data.
• AI can provide early alerts, enabling proactive maintenance and reducing the risk of critical failures.
• AI is also being used in evaluating properties and making informed decisions about new locations.
• Scott and Dave discuss the importance of feeding AI models with data to improve their accuracy and usefulness.

Data Sources and AI Integration

• Dave mentions various data sources, such as Green Street and CoStar, that provide information for AI models.
• AI models help in making better and faster decisions by interpreting data and providing insights.
• Scott and Dave discuss the early stages of AI integration and the need for confidence in AI-generated insights.
• Accruent is leading the way in AI integration, ensuring that AI tools are accurate and provide valuable insights to customers.

Challenges and Future of AI in Real Estate

• Scott raises the question of developing guardrails for AI to ensure accurate and reliable insights.
• Dave acknowledges the early stages of AI development and the need for continuous improvement.
• Customers are eager to adopt AI but want to ensure it provides valuable insights and doesn't replace human expertise.
• Accruent is focused on evaluating use cases and ensuring AI tools are practical and beneficial for customers.

Impact of AI on Business Operations

• Dave highlights the importance of AI in making sense of large amounts of data and providing actionable insights.
• AI helps in quicker decision-making and reducing the time spent on data analysis.
• Scott and Dave discuss the broader impact of AI on business operations and the need for connected companies to leverage AI.
• The conversation shifts to the importance of people and the challenges in re-educating the workforce post-pandemic.

People and Workforce Challenges

• Dave notes the impact of the pandemic on the real estate workforce, with many experienced professionals retiring.
• There is a need for re-education and reintroduction of new tools and technologies to the workforce.
• Scott and Dave discuss the importance of passing on knowledge and experience to the next generation.
• The conversation concludes with a focus on the importance of continuous learning and adapting to new technologies.

Closing Remarks and Contact Information

• Scott thanks Dave for the insightful conversation and highlights the importance of workplace management systems.
• Dave provides his contact information, recommending LinkedIn for reaching out.
• Scott wraps up the podcast, encouraging listeners to explore the Accruent Insight user conference.
• The podcast aims to highlight the contributions of industrial professionals and invites listeners to join the platform.

• Industrial security solutions. 0:00
  • Palo Alto Networks provides comprehensive security solutions with over 1100 app IDs, 500 profiles, and 650 threat signatures.
  • Marvin Clark, CIO of crew, discusses his background in financial services and how he's learning about the industry.
• Facilities management and data-driven insights. 3:36
  • Marvin emphasizes the importance of facilities management, including managing buildings, assets, and people.
  • Marvin and Scott MacKenzie discuss the benefits of using a platform for facilities management, including better data management and insights into asset usage.
  • Customers want to use data to improve efficiency and identify new opportunities, rather than just maintaining assets.
• Collaboration and data analysis at a user conference. 8:00
  • Marvin emphasizes the importance of collaboration and open communication with customers, involving them in the product development process to ensure it meets their needs and expectations.
  • Marvin shares their approach to gathering customer feedback, including sharing the company's roadmap and getting feedback throughout the development process, and being flexible and open to changes based on customer input.
  • Marvin seeks face-to-face feedback from customers at conference to better understand their needs and opportunities.
  • Speakers discuss the rapid pace of technological change and the importance of being flexible and adaptable in the industry.
• Managing building assets and data analysis. 13:48
  • Scott MacKenzie and Speaker 2 discuss the importance of trust in data collection and analysis, highlighting the need for partnerships with companies that can deliver reliable data.
  • They also touch on the rapid growth of data collection, with an emphasis on the potential value of IoT data and the importance of making sense of it all.
  • Marvin Clark of Accruent discusses the importance of managing building assets and data to make better decisions.
  • Scott encourages listeners to attend Accruent's Insights conference next year, citing its excellence and the people, food, and information shared.