Transforming Talent Decisions With Ethical AI

Sponsored by Reejig

Countless HR tools, applications, and platforms now rely on artificial intelligence in some form. Users may not even notice that AI is operating in the background — but it can fundamentally change the way we work, think, and make talent decisions.

This raises several big questions. What should we really expect from AI? And is this kind of innovation moving us in the right direction?

For example, what role should AI play in skills-related talent acquisition and workforce mobility practices? With stellar talent in short supply these days, this topic has never been more important for employers to consider. So join me as I look closer at key issues surrounding ethical AI in HR tech on this #WorkTrends podcast episode.

Meet Our Guest:  Jonathan Reyes

Today, I’m excited to talk with Jonathan Reyes, a talent advisor and futurist who has been helping technology and banking industry companies navigate hypergrowth for nearly two decades. Now, as VP of North America for Reejig, he’s on a mission to build a world with zero wasted human potential.

Defining “Zero Waste” in Humans

Jonathan, I love the phrase “zero wasted potential.” What exactly does Reejig mean by this?

We envision a world where every person has access to meaningful work — no matter their background or circumstance. In this world, employers can tap into the right skills for the right roles, whenever needed. And at the same time, society can reap the benefits of access to diverse ideas through fair and equitable work opportunity.

The concept of sustainability is emerging in every industry. Now, sustainable human capital is becoming part of that conversation, and this is our way of expressing it.

So, with zero wasted potential, decisions aren’t based on a zero-sum game. When employers make human capital choices, individuals or society shouldn’t suffer. Instead, by focusing on talent mobility through upskilling and reskilling, we can create a new currency of work.

Workforce Intelligence Makes a Difference

Why do you feel workforce intelligence is essential for employers as they make talent decisions?

Organizations have so much human capital data. With all the workforce intelligence available, there’s no reason to hire and fire talent en masse — and then rehire many of the same individuals just months later.

Obviously, that’s an emotional and human experience for employees. But also, organizations are spending unnecessary money to find people and let them go, only to invest again in rehiring them.

Focusing instead on internal mobility is far more cost-effective.

Where Ethical AI Fits In

Many companies are unsure about AI in talent acquisition and management. What’s your take on this?

There are no universally accepted standards for ethical AI. This means vendors across industries can say technology is “ethical” based on self-assessment, without input from legal, ethical, or global experts.

But we’ve developed the world’s first independently audited, ethical talent AI. In fact, the World Economic Forum has recognized us for setting a benchmark in ethical AI.

The Impact on Internal Mobility

How do businesses benefit from shifting to a zero-wasted potential talent strategy? 

When companies manage internal mobility well, they extend employee tenure by 2x. And we know that people who stay and continue growing and developing are much more engaged.

This can create a significant downstream benefit. It’s one of the biggest reasons to invest in this kind of talent management capability.


For more great advice from Jonathan about why and how organizations are leveraging AI to make better talent decisions, listen to this full episode. Also, be sure to subscribe to the #WorkTrends Podcast on Apple Podcasts or Stitcher. And to continue this conversation on social media, follow our #WorkTrends hashtag on Twitter, LinkedIn, and Instagram.

5 Questions That Will Help You Find the Right Workforce Intelligence Solution

Finding the right workforce intelligence solution is like… well, remember what purchasing your first home felt like? There were so many things to consider that it was difficult to determine which factors were important and which were not. You probably also realized that this was a fairly significant commitment and you did not have much room for error. If you are looking for a technology solution to transform your HR department into a data-driven decision-making entity, then you are facing the same type of highly complex and highly critical decision as buying a home.

With the “datafication of HR” as one of the industry’s hottest topics, business leaders are increasingly expecting that HR leverage the massive amounts of workforce data generated by their multiple systems. Through the analysis of this data, HR can maximize business outcomes by enabling better decisions about talent.

However, many organizations do not have the foundational tools necessary to get the right insights from workforce analytics or to plan effectively. According to a study by Bersin by Deloitte, only 14 per cent of organizations are using workforce analytics to support workforce decision making. A study by the Aberdeen group found that only 17 per cent of organizations use a best-of-breed solution to support workforce planning.

So, how do you choose the right workforce intelligence solution for your company? As with many things in life, the devil is in the details. Here are five critical questions to ask:

Question #1: Can it get me the answers I need?

This question sounds obvious but is important. Consider these findings from a Bersin by Deloitte study: “Most of the existing reports and analytics systems used in HR are standalone … [and]… are incapable of showing you the interrelationships between all of these talent programs and the people-related factors….It is the integration of data that provides the most exciting and impactful results.”

For most companies, HR data resides not only in their HR Management system, but also in other, disparate HR systems (the applicant tracking system, learning management, recognition, payroll, performance management, and more). In order to get the answers to important workforce questions, this disparate data needs to be connected. To get a sense of whether the solution will yield the answers you need, find out if the solution can connect data from multiple sources — and the amount of effort, time, and complexity to get you there.

Question #2: How long will it take to get my answers?

With the time-to-value for HR technology solutions varying from weeks to months and sometimes years, it’s important to know how long you will have to wait to get the analysis you need after you sign on the dotted line.

For example, a traditional approach to business intelligence requires IT to build a data warehouse (this takes 12 or more months), deploy BI tools (this takes 3 or more months), and create queries, calculations, and visualizations (taking another 3 or more months). This 18-month time frame does not take into consideration the high risk of failure, the dependency on external teams, or the fact that the result may not include any workforce planning functionality.

To determine whether the solution provides a relatively short time-to-value, ask:

  1. How long does it takes to deploy the technological infrastructure?
  2. How long does it take to determine the analytics to calculate and what is important?
  3. What level of effort is required on your part?
  4. Who takes care of bringing in and updating your data, past and present, from all your data sources?
  5. Does the solution provide HR with self-service capabilities, or does an analyst need to generate reports?

Question #3: Is it flexible enough for my organization?

This uncertain world requires flexibility for the solutions you are using. For example, changes at the macroeconomic level can mean that you are switching from growth mode to cost reduction mode, which requires a different types of analyses. This raises the important question of flexibility.

To assess flexibility, ask:

  • What does it take to perform ad hoc analysis?
  • What does it take to apply an existing analytic to a different employee population?
  • What is the scope of the content (or analytics) included with the solution, and how often does the solution provider add new content?

Question #4: Can I extend workforce intelligence to the entire organization?

The benefits of Workforce Intelligence is much more impactful when extending its use outside the analytics department to those who have the power to implement change.

One of the most important goals in any company is to retain its top performers. With access to a Workforce Intelligence solution, department heads can get on-demand predictive analytics revealing which top performer might leave next. With this kind of insight, these department heads can create a course of action that can prevent this person from leaving the company.

However, as the leaders in the business are typically very busy, their workforce questions must be answered quickly, easily and accurately. This means that the Workforce Intelligence solution must be usable with little or no training required.

It’s not realistic to expect that solutions requiring coding, manual data imports and other technical knowledge will be widely used by HR business partners, line managers, and business leaders.

To determine if the system can be adopted by users with little or no analytics experience, find out:

  • Is it intuitive? Can workforce answers be found and understood without instruction?
  • How easy is it to share findings?
  • Does it facilitate collaboration when creating workforce plans?

Question #5: What kind of planning capabilities does it have?

Many solutions equate workforce intelligence to workforce analytics, however this is only half of the picture. Once analytics have helped you determine “what and why things are happening,” the next step is to create a strategy and plan to get where you want to go, whether you want to draw a picture of how growth can be achieved and associated costs, or model the effect of improving turnover to quantify cost savings. This is where you need the all important workforce planning capabilities.

Ask the following questions when considering a workforce planning solution:

  • Can the solution leverage our past trends (such as turnover) to project future position requirements?
  • Does the solution let us create, compare and contrast different future workforce scenarios?
  • Does the solution let us perform both bottom-up (for headcount) and top-down (to budget) planning?
  • Does the solution let us see all current and projected future workforce costs?
  • Does the solution streamline collaboration, supporting multiple planners?
  • Does the solution integrate with our workforce analytics, to enable plans to be measured and monitored?

These questions are important when selecting a Workforce Intelligence solution. However in comparison to all of the items you should consider they are the tip of the iceberg. To see a full list of items you should examine when comparing different solutions, use the Workforce Intelligence Solution Checklist.

A version of this post was first published on the Visier Workforce Intelligence Blog on February 27, 2015.

photo credit: Question Mark via photopin (license)


Visier Analytics is a client of TalentCulture and sponsored this post.