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Cortico-Xplorations Project Spotlight – AI in Medical Affairs

As discussed in this previous article, Cortico-Xplorations is your AI strategy accelerator. To take the concept a bit further, let’s dive into how this service area actually comes to fruition and its transformative power. The below story of Xplorations in the realm of Generative AI illuminates and exemplifies the North Star commitment to navigating emerging technology in a way that works for you and your organization, while driving impact, a paramount consideration when working with an investment like technology. Join us as we explore this story of acceleration, immersion, and movement for a pharmaceutical organization’s strategic use of GenAI.

Where do you go when leadership is saying to your organization, “we need to figure out what we’re doing with Generative AI (GenAI), and we need to do that yesterday.” A Medical Affairs organization within a global pharmaceutical company encountered just that – the reckoning that many businesses are facing right now – what should our organization do with AI? Where do we start? How fast can we move? And how do we sustain it?

Enter: the Cortico-X team, and more specifically, Cortico-Xplorations. Our partnership with this organization aimed to build a culture of digital innovation, to envision the future of Medical Affairs, and to flip traditional business problems on their heads.

“ GenAI is powerful and valuable, but by itself the value is capped. ”

The first challenge was to help the client grasp that, yes, GenAI is powerful and valuable, but by itself, the value is capped; the real noise is in Composite AI (combining multiple different types of AI) with GenAI at the core. More tactically, the program took on a few different phases: upskilling teams on the fundamentals of AI in general and GenAI in particular through a tailored and industry-relevant curriculum, immersion into rapid ideation and application of the technology to opportunity areas within the Medical Affairs domain, and taking these opportunity areas through to robust, feasible, proof-of-concept proposals. It was important that this wasn’t a one-time exercise; the key to success in emerging technology is the ability to sustain it while having the room to continue to innovate. As a part of the work to evaluate the best proof-of-concept proposals to bring forward to fruition, the team created a prioritization system to be able to evaluate new ideas for the application of AI in the future.

Additionally, along the journey of proof-of-concept proposal buildouts, including creating a business case, evaluating technology feasibility, and incorporating compliance considerations, the team incorporated the organization’s subject matter experts (SMEs) across technology, legal, and compliance leaders, in addition to partnering with Cortico-X SMEs in data and AI. This process was an excellent example of cross-functional collaboration from many different angles.

This has now led to the next phase of Xplorations work with this organization – the buildout of a pilot GenAI virtual assistant to create a more seamless and personalized training experience for their Medical Affairs employees, in addition to creating an intake methodology for new GenAI application ideas and running the initial curriculum again, but tailored to the leadership team, to ensure they are as conversant on GenAI as their organization.

Ultimately, the partnership between Cortico-X and this client upskilled 60+ individuals on AI, identified 90+ opportunity areas for the application of AI to existing business problems, and created eight business cases and PoCs that have moved forward into production planning. The value was visible through the enthusiasm of those who participated in the program, and it is only growing through the measures the organization has taken to pilot an AI solution and sustain their pipeline of opportunity areas for AI.

Please contact us to learn how we can help accelerate the meaningful understanding and deployment of AI in your organization. And be sure to keep an eye for our next article that explores Cortico-Xplorations within the realm of Data Excellence.

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Picture of Dayna Larson

Dayna Larson

is an Associate Principal at Cortico-X based out of New York City.

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Industrial manufacturing company embarks on digital reinvention

Problem
A leading manufacturing company identified an opportunity to leverage the data collected by its products to provide new value to its customers. The company engaged Cortico-X to create a digital services strategy, define the operating model and identify emerging technologies to power the platform.
Solution
The manufacturing company’s new data platform will share insights with clients on potential issues that could disrupt business operations. For example, a client may receive an alert that a piece of equipment requires maintenance, providing time to fix the issue before the equipment breaks down. The platform will also integrate third-party data related to weather, shipping times and supply chain disruptions, helping clients to determine the optimal times to take equipment offline for maintenance.
Result
By prioritizing the business goals, Cortico-X identified several technologies and processes that will help the manufacturer evolve from a product-based company to a data service company, including generative AI design and chaos engineering. With its new data and services platform, the company will continue to grow its business in the digital era.

Industrial manufacturing company embarks on digital reinvention

Problem
A leading manufacturing company identified an opportunity to leverage the data collected by its products to provide new value to its customers. The company engaged Cortico-X to create a digital services strategy, define the operating model and identify emerging technologies to power the platform.
Solution
The manufacturing company’s new data platform will share insights with clients on potential issues that could disrupt business operations. For example, a client may receive an alert that a piece of equipment requires maintenance, providing time to fix the issue before the equipment breaks down. The platform will also integrate third-party data related to weather, shipping times and supply chain disruptions, helping clients to determine the optimal times to take equipment offline for maintenance.
Result
By prioritizing the business goals, Cortico-X identified several technologies and processes that will help the manufacturer evolve from a product-based company to a data service company, including generative AI design and chaos engineering. With its new data and services platform, the company will continue to grow its business in the digital era.

Sports league breaks down barriers between digital and physical experiences

Problem
A premier sports league sought to answer a big question: how do we attract the next generation of fans and engage them in the sport? To find the answer, the league turned to Cortico-X to create a new fan platform that would break down boundaries between physical and digital experiences. The league aimed to turn games into interactive experiences that bring together fans at home and in the stadium.
Solution
Through the new platform, fans will be able to play along with games as they happen. They will take the role of team coach in a simulation, seeing if they can beat the coach on the field by making different decisions, like swapping in new players. Powered by advanced technologies like artificial intelligence and digital twins, the platform will allow fans to engage with and compete against each other. Soft LED touchscreens and concave screens will bring the virtual game into the stadium, enhancing the immersive experience.
Result
The league anticipates that the new platform will help to engage younger fans and break down geographic barriers—while providing the tech foundation to be ready to jump into the metaverse.

Sports league breaks down barriers between digital and physical experiences

Problem
A premier sports league sought to answer a big question: how do we attract the next generation of fans and engage them in the sport? To find the answer, the league turned to Cortico-X to create a new fan platform that would break down boundaries between physical and digital experiences. The league aimed to turn games into interactive experiences that bring together fans at home and in the stadium.
Solution
Through the new platform, fans will be able to play along with games as they happen. They will take the role of team coach in a simulation, seeing if they can beat the coach on the field by making different decisions, like swapping in new players. Powered by advanced technologies like artificial intelligence and digital twins, the platform will allow fans to engage with and compete against each other. Soft LED touchscreens and concave screens will bring the virtual game into the stadium, enhancing the immersive experience.
Result
The league anticipates that the new platform will help to engage younger fans and break down geographic barriers—while providing the tech foundation to be ready to jump into the metaverse.

Health system leaders
walk a mile in employees’ shoes

Problem
A major health provider embarked on an ambitious journey to uplift the voice of their employees and embed the patient experience into its culture and operating model. In order to more meaningfully achieve their goals, leaders knew they needed to get closer to the frontline experience and more intimately understand the challenges faced by employees each day.
Solution
Acquis Cortico-X partnered with the company to develop an immersive experience in which leadership worked to strengthen the connection with the frontline. Through the program, referred to as “Walk a Mile in MY Shoes,” executives are paired with and actively shadow employees across various functions for one to two days, when they are trained in the respective functional work areas. Through the experiential learning experience, they witness first-hand the day-to-day duties, tasks and challenges encountered while working to deliver exceptional care to patients.
Result
With two pilots completed to date, Walk a Mile is resulting in renewed perspective and strengthened connections across the organization. Employees reported feeling valued and heard on a new level, while leaders found it refreshing to step away from their often 50,000-foot view to build a greater understanding of critical responsibilities and work processes that drive strategic endeavors. While the initiative primarily aims to build empathy, leaders also collaborate with the frontline to identify solutions that alleviate challenges, improve inefficiencies and support a positive working experience. The company is now scaling the program so that it is embedded in each of its seven markets. Ultimately, the organization hopes the deepened synergies between leaders and frontline employees will improve the patient experience in previously unimagined ways.

Health system leaders walk a mile
in employees’ shoes

Problem
A major health provider embarked on an ambitious journey to uplift the voice of their employees and embed the patient experience into its culture and operating model. In order to more meaningfully achieve their goals, leaders knew they needed to get closer to the frontline experience and more intimately understand the challenges faced by employees each day.
Solution
Acquis Cortico-X partnered with the company to develop an immersive experience in which leadership worked to strengthen the connection with the frontline. Through the program, referred to as “Walk a Mile in MY Shoes,” executives are paired with and actively shadow employees across various functions for one to two days, when they are trained in the respective functional work areas. Through the experiential learning experience, they witness first-hand the day-to-day duties, tasks and challenges encountered while working to deliver exceptional care to patients.
Result
With two pilots completed to date, Walk a Mile is resulting in renewed perspective and strengthened connections across the organization. Employees reported feeling valued and heard on a new level, while leaders found it refreshing to step away from their often 50,000-foot view to build a greater understanding of critical responsibilities and work processes that drive strategic endeavors. While the initiative primarily aims to build empathy, leaders also collaborate with the frontline to identify solutions that alleviate challenges, improve inefficiencies and support a positive working experience. The company is now scaling the program so that it is embedded in each of its seven markets. Ultimately, the organization hopes the deepened synergies between leaders and frontline employees will improve the patient experience in previously unimagined ways.

Major health provider
creates patient
listening platform

Problem
A major health provider was struggling with how to understand customer needs in real-time, not to mention act in the moment to remedy problems.
Solution
Acquis Cortico-X worked across the organization to stand up a new patient experience function. This started with embedding new ways of listening through digital touchpoints, call centers and in-person moments. We developed a way to centralize data collected through surveys, QR codes and behavioral analytics in a dashboard. The dashboard collates insights at both the individual and aggregate level, enabling employees to understand priority needs and opportunities.
Result
Thanks to the listening platform, employees can now respond to real-time needs with closed loop feedback and continuously improve the patient experience across all interactions. Leaders are now working to embed the patient experience into the organizational culture through new patient-focused programs and rituals.

Major health provider creates patient listening platform

Problem
A major health provider was struggling with how to understand customer needs in real-time, not to mention act in the moment to remedy problems.
Solution
Acquis Cortico-X worked across the organization to stand up a new patient experience function. This started with embedding new ways of listening through digital touchpoints, call centers and in-person moments. We developed a way to centralize data collected through surveys, QR codes and behavioral analytics in a dashboard. The dashboard collates insights at both the individual and aggregate level, enabling employees to understand priority needs and opportunities.
Result
Thanks to the listening platform, employees can now respond to real-time needs with closed loop feedback and continuously improve the patient experience across all interactions. Leaders are now working to embed the patient experience into the organizational culture through new patient-focused programs and rituals.

Pharmaceutical company identifies social media influencers with AI

Problem
A leading pharmaceutical company sought to develop a digital engagement model to reach key decision makers in its buyer group. The organization needed an efficient way to analyze social media data to identify relevant influencers and drive future investment in the program.
Solution
That’s where Acquis Cortico-X came in. We used algorithms based on AI and natural language processing to build a social media influencer list. The list prioritized influencers based on their relevance to the selected therapeutic area, reach and resonance with their audience.
Result
The data-driven analysis enabled the business to reprioritize its influencer relationships and establish new cost-effective partnerships with individuals who would have the biggest impact with target buyers.

Technology company
charts a roadmap to
maximize data value

Problem
A leading technology company was struggling with how to maximize the value of its data. They faced inefficiencies and a lack of a single source of the truth, which was leading to high attrition among frustrated data talent and decreased confidence in their enterprise reporting and analytics.
Solution
The company engaged Acquis Cortico-X to assess their data management capabilities and develop a future state data strategy using the EDM Council’s DCAM assessment framework. In addition to developing key recommendations across all aspects of data management, we developed an enterprise data office operating model and served as interim chief data officer to get the program running. This led to the development of a roadmap that will enable the company to manage its data as an asset.
Result
The data management program is now expected to enable synergies for upcoming mergers and acquisitions. Additionally, the data team has seen efficiency gains, lowered attrition and reduced compliance risk.

Pharmaceutical company identifies social media influencers with AI

Problem
A leading pharmaceutical company sought to develop a digital engagement model to reach key decision makers in its buyer group. The organization needed an efficient way to analyze social media data to identify relevant influencers and drive future investment in the program.
Solution
That’s where Acquis Cortico-X came in. We used algorithms based on AI and natural language processing to build a social media influencer list. The list prioritized influencers based on their relevance to the selected therapeutic area, reach and resonance with their audience.
Result
The data-driven analysis enabled the business to reprioritize its influencer relationships and establish new cost-effective partnerships with individuals who would have the biggest impact with target buyers.

Technology company
charts a roadmap to
maximize data value

Problem
A leading technology company was struggling with how to maximize the value of its data. They faced inefficiencies and a lack of a single source of the truth, which was leading to high attrition among frustrated data talent and decreased confidence in their enterprise reporting and analytics.
Solution
The company engaged Acquis Cortico-X to assess their data management capabilities and develop a future state data strategy using the EDM Council’s DCAM assessment framework. In addition to developing key recommendations across all aspects of data management, we developed an enterprise data office operating model and served as interim chief data officer to get the program running. This led to the development of a roadmap that will enable the company to manage its data as an asset.
Result
The data management program is now expected to enable synergies for upcoming mergers and acquisitions. Additionally, the data team has seen efficiency gains, lowered attrition and reduced compliance risk.

Regional bank charts a
path to growth through
customer experience

Problem
A regional bank knew its customer experience lagged behind industry benchmarks but struggled with how to rally its employees around its basic experience program.
Solution
Acquis Cortico-X partnered with the bank’s newly established head of customer and employee experience to chart a new path to experience-led growth. Using our proprietary experience maturity framework, we evaluated and assessed the existing experience program, capabilities, interaction and operating model.
Result
Through our analysis, we discovered the current experience program was uncovering valuable customer insights but lacked a process to drive change based on those learnings. Together, we developed an actionable roadmap and a business case for change. The bank is now moving forward with developing a continuous improvement model that will enhance the customer experience, setting the stage for growth.

Regional bank charts a path to growth through customer experience

Problem
A regional bank knew its customer experience lagged behind industry benchmarks but struggled with how to rally its employees around its basic experience program.
Solution
Acquis Cortico-X partnered with the bank’s newly established head of customer and employee experience to chart a new path to experience-led growth. Using our proprietary experience maturity framework, we evaluated and assessed the existing experience program, capabilities, interaction and operating model.
Result
Through our analysis, we discovered the current experience program was uncovering valuable customer insights but lacked a process to drive change based on those learnings. Together, we developed an actionable roadmap and a business case for change. The bank is now moving forward with developing a continuous improvement model that will enhance the customer experience, setting the stage for growth.