Three AI Technologies You Probably Haven’t Heard Of

It is clear that the application and prevalence of Artificial Intelligence (AI) in our daily lives is here to stay. Although there will continue to be evolution and new perspectives on topics like ethics, data security and privacy, model upkeep, and more, one can’t deny that AI is transforming the way that we do business. More specifically, Generative AI has paved the way for smarter and more efficient practices, with applications from streamlined research to image generation.

There is a slew of lesser-known technologies than Generative AI that are making big impacts. Let’s dive into Emotion AI, Ambient Digital Scribes, and Edge AI.

Emotion AI

Emotion AI, as can be inferred by the name, is a branch of artificial intelligence whose purpose is to analyze human emotion, and subsequently react and model it. There is already broad application, as emotion AI is used for scenarios like non-invasively monitoring patients for signs of anxiety via their heart rate and respiration rate with subsequent consideration of diagnosis, to analyzing frustration in the voices of customers calling into call centers and using the cues to adjust conversation tactics and tone in real time. Consider Pizza Hut’s application via their  “Your Mood, Your Pizza” campaign in India, The company installed in-store devices to analyze customer emotions and provide personalized pizza recommendations in return, elevating the customer experience to best meet their needs in a new and innovative way. Emotion AI technology analyzes facial expression, voice patterns, text, and/or physiological signals, and utilizes sentiment analysis to interpret the emotions, allowing organizations to have a real-time data point to decide their next action.

To contextualize with one more scenario, consider this feel-good story from Hyundai, where they provided a mini EV to a hospital in Barcelona for transporting kids from their hospital rooms to treatment rooms. The vehicle can go no more than 4mph and has several different features that collect data on the child’s emotion through heart rate, breathing rate, and facial emotions, and react to stabilize and try to make the child more comfortable.

Ambient Digital Scribes

Ambient digital scribes augment traditional transcribing & note taking through using AI to capture real-time conversations. Through the harnessing of natural language processing and machine learning, ambient digital scribes take spoken language and convert it to text. The technology doesn’t require any ongoing activity or input from the user and the machine learning technology enables continuous improvement of the situational context to better capture the interaction. Additionally, ambient digital scribe systems incorporate security measures to ensure data privacy. The application of this technology is robust and can be used from the most basic day-to-day meetings to transcribe and summarize key points, to enabling healthcare professionals to have more personable conversation with their patients without worrying about capturing all of their key information. The technology has already been quite successful within healthcare, saving physicians within The Permanente Medical group who are using the technology an average of one hour a day in note taking.

Edge AI

Edge AI, according to BuiltIn, is “the implementation of artificial intelligence in an edge computing environment, which allows computations to be done close to where data is actually created, rather than at a centralized cloud computing facility or an offsite data center.” Distilled down, edge AI computes algorithms on IOT devices (as opposed to in a cloud computing environment), allowing for more efficiency, security, and reliability of the computation, all while saving energy as well through minimizing data transfer to the cloud.

Given the prevalence and growth IoT devices and the overall market, and their diverse use in industries like manufacturing, retail, and healthcare, Edge AI has the potential to create more efficient and intelligent technology systems. Siemens is doing just that, utilizing this technology for more effective resource allocation and planning/execution of maintenance, creating an optimized and more productive manufacturing environment.

Perhaps the most exciting part of emerging technologies, like the examples above, is the concept of composability – utilizing different types of artificial intelligence together to build and work smarter. We help clients do exactly that, navigating this ever-changing landscape of technology, all the time. If this sounds intriguing, reach out below!

Picture of Dayna Larson

Dayna Larson

is an Associate Principal at Cortico-X with experience in life sciences, consumer products, financial services, and technology sectors.

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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.