Unleashed - How to Thrive as an Independent Professional

562. Karen Friedenberg: AI Project Case Study


Listen Later

Show Notes:

Karen Friedenberg discusses a project she worked on to design an Intelligent Automation Center of Excellence for a Fortune 500 medical supply company. The challenge was that the organization was initially looking to leverage robotics process automation (RPA) technology to automate repetitive and manual processes. This led to the development of Intelligent Automation, also known as hyper automation.

Defining the Meaning of Intelligent Automation

The first step in this project was defining Intelligent Automation and defining its meaning. The client wanted to develop a center of excellence to coordinate efforts across the company to take advantage of new technology and benefits quickly and in a coordinated way. The center of excellence would serve various needs and be a resource for the organization. Karen explains that the first step was to identify the pockets within the organization where people were learning about robotics, process automation, AI, and chatbots. She then interviewed stakeholders to understand their strategic imperatives and goals, and a key understanding was to let business lead the way, not the technology.

The second step focused on developing the structure of the Intelligent Automation Center of Excellence (COE), its interaction with other teams, and the roles and competencies of the COE team. The COE team would be responsible for staying on top of the evolving technologies and coordinating efforts to leverage project management and program management capabilities in a coordinated way. One of the great things about new technology is putting it in the hands of the business and users, allowing them to solve problems themselves. However, there were challenges, opportunities, and fear to address, such as change management and fear of the business starting to do this. For example, IT was beginning to fear redundancy in many of their roles. As a solution to these challenges, it was necessary for the COE team to identify their mission, roles, and responsibilities.

The Center of Excellence Explained

The Center of Excellence (COE) is a team that works to identify and prioritize automation candidates in business units. Karen talks about the knockout criteria they use to assess if a process is an automation candidate and if it can be done within existing systems. The COE then uses a box prioritization matrix to assess the impact and effort of each candidate. If it is easier and less risky, it may be a candidate for a citizen developer role. Governance is also a key aspect of the COE's role.

The COE's role involves oversight and sharing best practices. They train and certify citizen developers to use new technology and processes, ensuring proper controls are in place. The SDLC (Software Development Lifecycle) is a model that aims to maintain flexibility and speed while ensuring proper controls.

People submit requests through various methods, such as email, phone, or using shared systems like Leisha shared through SharePoint and Microsoft tools. The COE's role is to ensure that the process is secure and efficient, while also ensuring that the right controls are in place to prevent unauthorized changes to code.

Discussion on the Design Phase of a Project

Karen explains that they are still in the design phase and it has not been fully executed yet. The vision was to analyze incoming requests and determine who gets help. The team is divided into a business lead and an IT lead who would work with business analysts to assess the project's feasibility. The group provide different levels of support, such as a half-hour conversation or a three-month project with a business analyst and consultants.The first step is to train the business unit citizen developer and to provide regular reviews to the client. The team would also provide additional technical, business process, and change management assistance. The goal is to help the client team navigate their blockers and be a centralized source for sharing learnings and best practices across the business.

Integration with The Center of Excellence

The COE is complex and interacts with multiple systems, including project management teams and various departments across the business. The team would also be aware of other projects in the company and work with them to ensure each project is documented and shared within the ecosystem to share information across departments and projects as required. Karen discusses the development of an Intelligent Automation center of excellence and the marketing approach taken to promote the service. The center consists of five people and is being promoted internally through business optimization managers. The company is taking a crawl, walk, run approach, starting small and growing. She explains that some barriers to the center include resourcing, funding, and fear of AI impacting employees' jobs. Organizational change management is crucial in these efforts, as it ensures sustainability and avoids unintended consequences for employees.

The Benefits of a COE

The company anticipates benefits from the center of excellence, such as faster deployment of technologies, reduced manual tasks, and cohesion of information. The technology has tremendous benefits, but the bigger benefit is the new ways of working that can be applied across various parts of the business. The center of excellence also helps in teaching new ways of working and chain collaboration between the business and IT.

Timestamps:

01:02 Designing Intelligent Automation Center of Excellence for a Fortune 500 company

02:22 Establishing an Intelligent Automation Center of Excellence

06:40 Automation and citizen development in a business unit

10:49 Implementing a citizen developer program

14:32 Implementing an Intelligent Automation center of excellence

Links

Website: https://www.piconsult.net/

LinkedIn: https://www.linkedin.com/in/karen-friedenberg/

Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com.

...more
View all episodesView all episodes
Download on the App Store

Unleashed - How to Thrive as an Independent ProfessionalBy Will Bachman

  • 4.9
  • 4.9
  • 4.9
  • 4.9
  • 4.9

4.9

75 ratings


More shows like Unleashed - How to Thrive as an Independent Professional

View all
Marketplace by Marketplace

Marketplace

8,763 Listeners

Odd Lots by Bloomberg

Odd Lots

1,936 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,089 Listeners

HBR IdeaCast by Harvard Business Review

HBR IdeaCast

167 Listeners

Cold Call by HBR Presents / Brian Kenny

Cold Call

195 Listeners

Y Combinator Startup Podcast by Y Combinator

Y Combinator Startup Podcast

226 Listeners

Practical AI by Practical AI LLC

Practical AI

211 Listeners

Inside the Strategy Room by McKinsey & Company

Inside the Strategy Room

168 Listeners

Think Fast Talk Smart: Communication Techniques by Matt Abrahams, Think Fast Talk Smart

Think Fast Talk Smart: Communication Techniques

800 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

9,927 Listeners

Coaching Real Leaders by Harvard Business Review / Muriel Wilkins

Coaching Real Leaders

676 Listeners

Honestly with Bari Weiss by The Free Press

Honestly with Bari Weiss

8,727 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

227 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

610 Listeners

The Marginal Revolution Podcast by Mercatus Center at George Mason University

The Marginal Revolution Podcast

95 Listeners