It’s time for guiding principles for AI, says Microsoft.
The company has called for the tech industry and governments to develop a consensus over the values and principles that will govern AI.
Principles and values
Microsoft has repeatedly explained its desire to create artificial intelligence that assists humans without having a negative impact. In its list of the Top Ten tech issues for 2018, the company reiterated its desire to base AI on “societal principles” that are followed by every participant in the field.
While many enterprise executives are already convinced by the possibilities that AI usage present, there are still major technical and ethical challenges to address, including the risk of bias, consumer rejection and irresponsibly developed applications.
Microsoft said its ongoing work to “democratize AI” is already creating “building block” best practices for companies to follow. The company said a cross-industry effort, with input from lawmakers, needs to start now before AI gets entrenched in society.
“Over time we’re likely to see the emergence of a new generation of governmental policies, regulations and laws that will govern the development and use of artificial intelligence. But these are early days,” said Microsoft.
“Before that can happen, there needs to be some consensus about the values and principles that should govern AI, followed by best practices to implement them. Only then will it become clearer what types of regulations or laws make sense.”
#ScaleStrategy Q&A: Borrowell’s Co-Founder on Why Scaleups Need Values More than Culture
Eva Wong discusses how the credit and fintech company keeps applying their values to support growth.
“I remember having a half hour conversation about building a sales team with our OneEleven office neighbour. He took me into a board room and wrote out everything that he learned and the mistakes he made in the nine months it took to build out his team. That’s just one example of our first value: humility. Admitting there’s someone 15 years younger who’s been in business way less than I have been, but who knows way more about this than I do,” she recalls.
Wong says values and the culture that emerges from them can help companies scale by bypassing cumbersome process and bureaucracy that can slow growing organizations. As Borrowell has grown from 4 to 45 employees, Wong says she has learned that values are more fixed — and crucial — than culture.
“In the early days, we talked about culture fit. Now we talk much more about culture contribution. [New team members] don’t have to fit into the existing culture. As we grow and change, the culture will too. The values are more important to hold true to,” she says.
Recently, John Ruffolo, the chief executive officer of OMERS Ventures, caught up with Wong to discuss why scaleups need to pay close attention to culture, how it impacts hiring and how to scale it as the company grows.
John Ruffolo: Why is culture so key for scaleups?
Eva Wong: There’s a really popular quote that says “culture eats strategy for breakfast.” Culture is what keeps larger companies agile. If people don’t intuitively do the right things on their own, you have to add process and that slows companies down. For us, as we grow, a really strong culture involves ensuring people understand how they help us continue to scale in a way that avoids bureaucracy.
Ruffolo: How would you describe the culture at Borrowell?
Wong: Culture isn’t about perks. It’s not about things we do for fun. Or how the company has shared interests. For us, it’s clearly tied to our values. Our values are:
- We’re high-performing and humble.
- We’re trustworthy and team-oriented.
- We love learning.
- Act like owners.
- Diversity makes us better.
Ruffolo: When the initial team came together, did all of you share those values?
Wong: I don’t think it was as explicit. When you come together as co-founding team, you just click. It was more implicit. We did read the Netflix culture deck and said “that’s what we want our culture to be!” We knew we’d have to articulate it one day because people were asking what our culture is and we wanted to be consistent in how we described it.
Ruffolo: How did the culture shift as you grew from 4 to 45 employees?
Wong: We didn’t have our values established or written down when we were four people. That came when we were maybe 16 to 20. It was a collaborative, organic, bottom-up approach where we asked employees, ”What’s different about working here than other places you’ve worked?” People shared different things and we came up with the values that way.
But as we continue to grow, culture is naturally going to change and we’re okay with that. It has to change. What we don’t want to change are the values. We want to add people to the company who add to the culture, not necessarily stick in the lanes. We recognize that as we grow and become more diverse those values can manifest differently. We still want people to act like owners, but it just might look different compared to where we were when we started.
One thing our VP Talent, Larissa Holmes, launched within the company is a competency matrix, which explains what behaviours we expect from team members at each level of the organization. For example, if you’re a senior director what does it mean to be ‘high-performing and humble’? It’s also a way for employees to know what competencies are needed to move from a manager to a senior manager to a director and how those things are tied to our values. Employees have to get better at exemplifying the values to move up in the organization.
Ruffolo: Do you think culture is playing a role for talent wanting to work with you?
Wong: One hundred percent it is. A lot of people will check out Glassdoor before they come in, so they already have a sense of our culture and values. We take the interview process seriously as well, since it will be their first real taste of our culture. On Glassdoor, people can actually post reviews of the interview process, even if they’re not hired. There are posts from people who we turned down but who wrote positive reviews of their experience. We try to make sure that people we are interviewing see and meet various team members from different levels within the organization. That’s important to us.
Part of the interview process is doing an assignment, which exemplifies our values as well. It’s not just about who can talk a good game. You have to produce good work, too.
Ruffolo: In interviews, how do you describe your culture to a candidate?
Wong: Like any company, you can put values on a wall. But you need to give specific examples of how you actually live them. Our value ‘act like owners’ is a pretty good way of encompassing us. We really do encourage everyone to think about what they would do to make the whole company successful — to put on their CEO hat and think about what’s best for the business. It encourages people to avoid thinking in a very narrow sense about their role.
Our ‘high-performing and humble’ value is a big part of who we are too. Humility helps us recognize that although we’re all really smart and capable, you can’t just operate as an island. You’re dependant on your teammates, and we need to listen to our customers. Humility allows people to be able to take a step back and have their ideas challenged by others.
Ruffolo: Is there one of your five values that needs to be taken to the next level?
Wong: The value — ‘diversity makes us better’ — is something that we’re working to improve on. Our goal is to have a gender-balanced company, and we’re not there yet. We’re currently at 40%, which is not bad, but it’s not evenly distributed within our company. We’re continuing to track as we grow as a team at different levels and different departments.
Obviously, diversity isn’t only about gender. There are a number of different metrics we measure, including the percentage of employees that are born outside Canada. Since we have this focus on diversity and inclusion, I think we’re more likely to attract and retain diverse talent and to promote people with different backgrounds and experiences.
Ruffolo: Which entrepreneur inspires you the most and why?
Wong: There’s an entrepreneur named Kim Scott who has written a great book called “Radical Candor”. I admire her because she’s been very effective as a business person and operator without losing her humanity. She still cares very much about her team, and I think she would say those two things reinforce each other, whereas some people think you can either be a strong operator or a good person. She said in order to be an effective operator, you have to care about your team and have authentic relationships.
Ruffolo: Are there are books that helped you in your scaleup journey?
Wong: I read a book by Adam Grant called “Give and Take”. He talks about people falling into one of three categories: givers, takers, and matchers. Within givers, there are smart givers and there are pushovers — those who give but not in a smart way. They tend to burnout and get taken advantage of. Of all those groups, those who do the best are the smart givers. At Borrowell, we ask ourselves: “how do I give smart without burning out or being taken advantage of?”
Ruffolo: What is your number one piece of advice for a founder in the scaleup stage?
Wong: Constantly reevaluate what you’re doing and make sure you’re still working on the highest value things. When you’re scaling, things are constantly changing and you have to keep reevaluating your role. Are you spending your time doing the most high value activities?
3 Things to Know About Scaling Culture Through Values
Co-founder and COO of Borrowell on the power of values
As Wong has helped grow Borrowell from a team of 4 to 45, she has learned that being clear on values is more important than maintaining a culture through scale. Culture emerges from a company’s values, she says, and both together help companies avoid the need to create cumbersome process and bureaucracy that can slow down growth.
“Values and culture are what keeps larger companies agile,” she says. “If people don’t do the right things on their own, you have add to process and that slows companies down.”
When Borrowell was first founded, they didn’t have their values written down, says Wong. As they grew, they needed to articulate those same values clearly for the scaling team.
“We first did it when we were about 16 to 20 people. It was a collaborative, organic, bottom-up approach where we asked employees, ‘What’s different about working here than other places you’ve worked?’ People shared different things and we came up with the values that way.”
About a year ago, as growth continued and Borrowell raised another round of funding, Wong and the rest of the management team knew they needed to add one more value: diversity.
“We care a lot about diversity. Checking off a diversity box and getting them in the door isn’t enough. We want diversity of opinions and to retain diverse employees,” she says.
Today, Borrowell’s values are:
- We’re high-performing and humble
- We’re trustworthy and team-oriented
- We love learning
- Act like owners
- Diversity makes us better
For scaleups looking to refine their values and culture, Wong has three key lessons she has learned through the evolution of Borrowell.
1) Values Over Culture
“It’s more about values and less about culture,” says Wong. “We’re open to our culture changing, but want to keep our values consistent.”
In the early says, she says, the founders talked about culture fit, while now they talk about culture contribution. Employees don’t have to fit the existing culture or share the same personalities as current employees because those things will grow and change as the company does.
In fact, Wong wants to see a diversity of culture at Borrowell and is open to seeing their values manifest themselves differently as they continue to grow.
“We want to add people to the company who add to the culture, not necessarily stick in existing lanes. As we grow and become more diverse those values will look different. We still want people to ‘act like owners’, but it just might look different as we grow compared to where we were when we started,” she says.
2) Ask About Values When Hiring
One lesson Wong learned through trial and error was to be explicit in interviews about the company’s values and share what they mean.
“We take the interview process seriously, since it will be a person’s first real taste of our values and culture,” she says. “We embedded our values into the process and we have specific questions we ask during around each of the values to make sure people are aligned with them.”
Part of the interviewing process at Borrowell is to do an assignment, which helps the team see the work a candidate actually produces.
“It’s not just about who can talk a good game,” says Wong. In addition, candidates interview and meet with various people from different levels within the organization who discuss how values are executed throughout the company.
3) Empower Employee Success with Values
Wong and her management team have taken their values one step further in an effort to support the scaling company.
“When we started, people were in contact with the founders every day. But as we’ve grown, that’s less true. So we need to define what each of our values mean at different seniority levels and not just demonstrated by the management team.”
To address this, they launched a competency matrix that defines what skills and behaviours are needed for the values at each level of the organization.
“If you’re a director, what does it mean to be high performing but humble,” she says. “We’re communicating what it takes to move from a manager to a senior manager to a director and what is expected. It’s part of the promotion process. Employees actually have to get better at exemplifying the values to move up in the company.”
#ScaleStrategy Q&A: Managing the Growth Bandwidth
Tech veteran Dean Hopkins on what it takes to scaleup — and down — in both startups and enterprise organizations
#ScaleStrategy is produced by DX Journal and OneEleven. This editorial series delivers insights, advice, and practical recommendations to innovative and disruptive entrepreneurs and intrapreneurs. Read the first part of the interview with Dean Hopkins here.
While working at McKinsey in the 1990s, tech veteran Dean Hopkins first stepped into the world of the internet.
“This was 1993. No internet existed as we know it,” says Hopkins, now the Chief Growth Officer at OneEleven, recalling how he discovered the work of Marc Andreessen. “At that point in time, he was demonstrating his early browser concept and talking about how the future of the internet was going to be huge. I caught the bug and decided I would leave McKinsey and start my first company called Cyberplex.”
After a bit of a bumpy start, Cyberplex scaled quickly. “Cyberplex tripled every year and grew to 500 people with $50 million in revenue and $975 million market cap,” he says.
Then 2001 hit. “That was the peak of the cycle followed by a trough. It was the biggest learning experience of my career. I had to descale the company to survive,” he says. Over seven quarters, Hopkins took the team from 500 to 50 and brought the company back to profitability. He then transitioned Cyberplex to new leadership and moved on to his next challenge.
For the next 12 years, Hopkins worked as a management consultant with his own boutique firm that was focused on driving global transformation initiatives for companies such as Thomson Reuters and the Ontario Teachers’ Pension Plan Board.
With both entrepreneurial and intrapreneurial expertise, Hopkins is now applying his global growth skills to transform OneEleven’s unique scaleup model into a worldwide Scale-as-a-Service model.
We recently spoke to Hopkins about tough lessons he learned at Cyberplex, how enterprise growth is different than startup growth, and how he’s applying these lessons to expanding the OneEleven model globally.
DX Journal: When you think back to your time when Cyberplex hit its inflection point, what did you learn about scaling?
Dean Hopkins: Culture and people were the two things that allowed us to handle both the steep trajectory both up and down. Those things got us through the crazy knee in the curve and probably more importantly, helped us when we needed to descale.
Attracting amazing people that became my partners in growth was the reason we were able to scale. I couldn’t have done it alone.
Secondly, we built a culture that was accustomed to scaling and had an appetite for growth. Our culture was about resilience, and scaling, and picking yourself up and dusting yourself off. We made it okay to make mistakes, then march on.
DX Journal: Why people and culture? Why isn’t it all of the other things?
Hopkins: It’s a great question. In a culture where the decision-making takes a long, protracted time, where risk-taking isn’t there, and where people have to analyze things to death before they can make a decision, scaling is impossible. People would crumble under the weight of scale because the number of things coming at them.
To scale, it’s important to trust that people are all working toward the same goals and are empowered to make decisions.
That’s where culture comes in. It becomes a culture that can tolerate the bandwidth of needs that come with growth. If I didn’t have both of those things — good people ready to make decisions and a culture where I allow them to do it — I would have failed to scale.
The other things like technology, offices, infrastructure, are secondary when you distill it down. Companies that are successful across different geographies, industries, offices, become that way through empowering their people and building a culture that tolerates growth.
DX Journal: When you moved out of Cyberplex and into Thomson Reuters and you were managing a large-scale transformation. How did you manage scale within an environment as big and complex as Thomson Reuters?
Hopkins: The first thing I noticed was pace slowed down dramatically. What used to take me a week or a month now took 6 to 8 or 12 months. Large organizations only have the capacity for so much change. Once I did get the ship to turn in a new direction, I moved a lot of people, revenue, cost, and dollars. I had to be patient enough to let it take hold. The experience was much more of a marathon where I had to think multiple chess moves ahead and let the game play out.
DX Journal: How do you know when to modify your approach or give up when dealing with transformation in a large organization?
Hopkins: I didn’t do a great job of it at the beginning. I pushed an entrepreneurial agenda at an entrepreneurial pace, and very quickly ran headlong into blockers. I had to adapt and use an experimentation model. I tried different levels of throttle until I got to a point where the organization was willing to accept it. I learned to read the frustration on peoples’ faces saying “okay, no more, Dean. I can’t take any more of this” and built relationships with people where they were able to tell me that.
I was able to adapt and adjust my own style to better reflect the environment. Then over 12 years, I gradually increased the tolerance for risk-taking and for change within the organization. I would work with specific people to help them increase their ability to drive change. What was first gear early on, became second and third gear closer to the end of my tenure. Ultimately, the organization became much more comfortable with making change at a higher rate.
DX Journal: What’s a scale lesson you learned the hard way?
Hopkins: I learned to hire slowly and fire quickly based on fit. One rotten apple really can spoil the bunch. As part of this, I learned to listen very closely to my people. The people on my team knew about someone that didn’t fit long before I did. By listening, and taking quick action, I saw the immediate positive impact on culture.
Finally, I learned the value of getting out of the way. By fully trusting people, providing them good direction and support when needed, it activates them to reach their full potential. All of these were learned through many failed attempts, and I have the scar tissue to prove it.
DX Journal: What signals do you use to know you’re on the right path when you start to scale something and you’re trying to measure if it’s working?
Hopkins: One of the reasons we were able to survive at Cyberplex — both the growth and the decline — is that we had very good leading indicators of the business. We had invested heavily to try and understand what our funnel looked like, what our planned capacity was, and we had the metrics dialed in. Every month and every quarter, we constantly refined our ratios so we had a really good sense of what was coming. When things started falling off the cliff, we trusted our instruments and started acting accordingly.
Read more about Dean Hopkin’s plans for expanding OneEleven globally.
DX Journal covers the impact of digital transformation (DX) initiatives worldwide across multiple industries.
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