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Mining tackles corruption with analytics

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“The proliferation of technology over the past several years has been a huge boon to companies fighting corruption,” says business advisory firm BDO.

Mining companies are using cloud data analytics to turn the tide against corruption.

Like every other industry, the mining sector is undergoing rapid digital transformation as companies race to streamline their operations. Mining businesses are also approaching digital tech as a way to curb corruption and reduce their external dependencies.

To learn more about how anti-corruption initiatives are benefitting from digital transformation, DX Journal caught up with three leaders of BDO’s mining business:

  • Nina Gross, leader of BDO’s Global Forensics practice at BDO USA
  • Sean Bredin, national mining leader for BDO Canada
  • Jeff Harfenist, the co-leader of BDO’s Anti-Corruption practice

DX Journal: What are the top corruption-related challenges facing mining today, and how are companies approaching the risks?

BDO: Unfortunately, corruption continues to persist in mining today for many reasons.

The first has to do with location: Mining companies typically operate in very difficult regions and countries that are often more prone to corruption than others.

Then, there is the fact that the mining industry is not as heavily regulated as other natural resources sectors. In fact, mining regulations are quite decentralized.

Another main driver of corruption is the industry’s dependency on the government for mining licenses and approvals. Mining companies face exposure to many government touchpoints, which increases the risk of bribery and corruption.

To address these risks, mining companies are finding ways to improve transparency with their key stakeholders, and ensure compliance with global human rights and environmental standards. Many are also strengthening their anti-corruption compliance programs by hiring and training more people, improving processes and procedures, and enlisting the help of technology.

DX Journal: How has digital transformation helped to mitigate these challenges?

BDO: While new technologies have transformed every aspect of mining, major advancements in data analytics has revolutionized companies’ ability to detect and mitigate fraud and corruption risk.

By incorporating advanced analytics, artificial intelligence (AI), and the internet of things (IoT) into existing systems, mining companies have been able to build powerful business intelligence and enterprise resource planning platforms to help them improve their overall corporate governance and make smarter predictions.

The cloud has also made these technologies much more accessible. Whereas many organizations were unable or unwilling to use predicative analytics before — because it required too much computing power and was expensive — cloud solutions now let miners run tests for one or two months and pay just for the time used.

DX Journal: What are some examples of successful digital transformation efforts you have witnessed in mining?

BDO: One of our clients, Barrick Gold, recently underwent a companywide digital transformation initiative that touched on every aspect of its business — from its mining sites to its Toronto headquarters. To aid its efforts, the company partnered with technology and consulting companies, including Cisco and our team at BDO.

One of our main tasks was to help Barrick Gold improve the transparency of its investment data to maximize the value of its investment portfolio. To do this, we worked with the company’s Investment Management team to implement several reporting dashboards using tools like SQL and Microsoft PowerBI.

These dashboards are intended to be part of an investment-wide analytics hub designed to help employees benchmark the company’s internal and external investment projects, and to achieve greater efficiency, speed, and transparency in their overall tracking, reporting, analysis, and investment decision-making.

DX Journal: What should mining companies consider when implementing new technologies? Are there additional challenges to be aware of?

BDO: Mining companies looking to implement new technologies must be prepared to face many challenges and risks. Most notably, companies must be cautious not to over-rely on technology to solve every problem.
major reason why many IT projects fail is not due to a lack of technological tools, but a lack of subject matter experts who can work alongside IT vendors to design platforms that will get the desired results.

Technology can only take an organization so far. Companies must continually invest in hiring and training smart professionals so that they can optimize the systems in place.

There is also the challenge of systems integration. Any new technology introduced must integrate well with the company’s existing systems.

Finally, companies must ensure they have the proper cybersecurity and information governance frameworks in place to guard against potential cyberattacks and data breaches.

DX Journal: How can companies prepare themselves for emerging technologies, such as Industry 4.0, cloud and IoT?

BDO: Mining companies that want to take advantage of Industry 4.0 and the associated emerging technologies and applications (i.e. sensors, data analytics, the IoT, and AI) need to have a tailored action plan that clearly outlines the organization’s goals, stakeholders, and potential areas for failure.

As mentioned earlier, companies must also be extremely aware of cybersecurity, and the new security challenges that new technological systems, such as the IoT, bring.

As mining companies shift to connected operations, security must be embedded into products from design to distribution. An ideal cybersecurity program is one that focuses on proactive threat intelligence, detection, and rapid response.

DX Journal: What top corruption risks can mining companies expect to face in the next year, and how will technology help them respond?

BDO: Mining companies can expect to continue to face many of the same corruption risks they are facing today in the year ahead.

Political and administrative risks will continue to persist, as mining companies rely on government officials for mining license applications and approvals.

Nevertheless, the advancement and proliferation of technology over the past several years has been a huge boon to companies fighting corruption.

Advanced forensic data analytics can help organizations spot suspicious transactions, arising from anomalous data, as soon as they occur. It is expected that as the technology evolves, companies can use analytics not only to spot current anomalies, but envision potential problematic scenarios and act on predictive trends.

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#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

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Dean Hopkins, OneEleven
Dean Hopkins, Chief Growth Officer at OneEleven. - Photo by DX Journal
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#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.

Read what Hopkins has in store for OneEleven’s global growth.

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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Culture

#ScaleStrategy Q&A: OneEleven’s Chief Growth Officer on Building a Global Scaleup Knowledge Base

Dean Hopkins’ is aiming to build and deploy a Scale-as-a-Service model worldwide

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Dean Hopkins, OneEleven
Dean Hopkins, Chief Growth Officer at OneEleven. - Photo by DX Journal
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#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 second part of the interview with Dean Hopkins here. 

“We’re being ambitious. We want to show scaling companies that we can scale, too,” said OneEleven’s Chief Growth Officer, Dean Hopkins, when the Toronto-based scaleup hub announced its plans to expand to Ottawa, Vancouver, London and Berlin in late 2018 and into 2019.

It’s an opportune time to expand globally as a scaleup hub.

According to CB Insights, total annual venture capital global funding “increased nearly 50% in 2017, as over $164B was invested across 11,042 deals. Deal activity was up by 11%, with both deal and dollar figures representing annual highs.”

As for 2018 so far, KPMG’s Venture Pulse Report says “for the fourth consecutive quarter, VC invested has exceeded $45 billion, and in the most recent quarter, just barely fallen shy of $50 billion once more.”

Hopkins is excited to walk the scaleup talk once again.

A tech scene veteran, Hopkins was the CEO & Co-founder of Cyberplex for more than a decade where he grew the organization from a startup to a public company with nearly $1 billion in market capitalization. During his career at Cyberplex, he also successfully managed the company through a major downsizing as the tech bubble collapsed and transitioned it to new leadership where the company enjoyed another round of growth.

Prior to joining OneEleven as Chief Growth Officer, Hopkins ran a boutique management consulting firm he founded in 2006 to drive transformation initiatives on a global basis for clients such as Thomson Reuters and the Ontario Teachers’ Pension Plan Board.

We caught up with Hopkins to talk about scaling lessons, OneEleven’s growth plans and developing the world’s leading source of scaleup knowledge.

DX Journal: You have extensive experience scaling from both an entrepreneurial and intrapreneurial perspective. What are some of the lessons you’ve learned?

Dean Hopkins: First off, it’s all about people. Attracting amazing people that became my partners in growth was the reason we were able to scale. I couldn’t have done it alone. ‘Hire great people and get out of their way’ became my mantra — even to this day.

The second ingredient to scale was culture. We had 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.

Read our interview with Dean Hopkins on his scaleup experience at Cyberplex and his transformational work in Thomson Reuters.

DX Journal: What have you learned about scaling at OneEleven?

Hopkins: Early on after I joined OneEleven, I sat in on a community lunch with about 300 people from all the member companies. At this lunch, new members are brought up in front of the crowd to say a little about their company. Then 300 people welcome them with cheers — a lot of love goes their way. After that, others come up to talk about their big wins, like raising money, landing a big customer or completing a big launch. And again, 300 people applaud and celebrate them. Well, I remember sitting there thinking, ‘where was this when I was building Cyberplex?’ I was in a hovel by myself toiling away with no community other than people that I would lean on as advisors. I never had the kind of kudos, support, warmth, love, resources that these companies have at OneEleven, and that’s when things clicked for me. This is what community is. A lot of people talk about community, but to actually see it viscerally done, made me realize I needed to recreate it in other geographies.

What we’re trying to do is get a group of companies — all individually pursuing their dreams, but collectively working together — to make sure that each other are successful.

DX Journal: You’re focused taking this OneEleven scaleup initiative global. How do you assess where you need to be?

Hopkins: A big aha moment for me around OneEleven was getting the Startup Genome report. I looked at our success in Toronto and yet our city was number 14 or 15 on their list. I said, ‘wait a minute, OneEleven is working incredibly well in the 15th best market?! What if we took OneEleven and built it out to some of the top 10 markets? That’s what led to the business plan we’re currently executing.

From there, I overlaid our partner Oxford Properties into the mix. As a large global real estate firm, this gave me the first 4 markets to go after — London, Berlin, Boston, Vancouver. We’re studying each market, mapping the ecosystem, understanding who the players are, comparing it to Toronto, figuring out what the differences and similarities are and then plotting our entry. Over the next year, we’ll be in each of those markets.

The approach to entering each of these markets will be subtly different depending on character of the market. We’ve invested a lot in meeting the community, understanding who does what to whom and how we can add value. By the time we launch in those markets, we’ll already have a reputation built up because we’ll have spent some money to support the local ecosystem. We’ll have brought some value to some of the companies there by helping them maybe come to Canada or come to one of our other markets. I view it as kind of putting some karma in the bank before we even launch in each.

DX Journal: When OneEleven enters a geography, what’s the benefit to companies and communities located there?

Hopkins: From our perspective, there are 3 key benefits to having OneEleven in your city.

The first is that we’re building the global knowledge base of scale. Each community we add is bringing a new rich set of perspectives on how to scaleup businesses. We then make that available to everybody in the peer community.

The second benefit is for the companies in each geography is an easier path into other markets through our growing global ecosystem. If a company in Toronto wants to go to London, they can access continental Europe because we have assets and relationships in Berlin.

Lastly, we are building what we call Scale-as-a-Service. This is a set of capabilities — much like you’d find on Amazon but only dedicated to scaling — that help people with the common challenges of scaling. This only gets richer and more pressure-tested the more markets we serve. We’ll have the best set of Scale-as-a-Service capabilities of anybody out there because we’re activating across companies in multiple markets.

DX Journal: Speaking of a scaleup knowledge base, as a company grows are there one or two things that really become important?

Hopkins: Entrepreneurs 100% need to think about getting away from the technical, engineering-focused orientation of their early stages. They should focus their time disproportionately on building their channel to market, building their go-to market, building their customer base, building their way in which revenue is going to come to them. Build protected paths to market that are defendable, because that’s really where the source of competitive advantage is. An entrepreneur could have the best product in the world, but if he or she can’t get it to market the company is dead. The companies that figure out how to build proprietary go-to market or protected go-to market are the ones that end up winning.

The second thing is not to underestimate the complexity of the people equation. Most founders who have reached the scaleup phase realize they need to think about organizational design, career paths for employees and what the organization will look like in 3 years. If they don’t, they will have a churn problem, which is very expensive and disruptive for the business.

The third thing is preparing for the next big round of funding. Generally speaking, people underestimate the amount of relationship building and preparation work needed. It probably takes a year or so to get ready properly. We’re trying to help companies diagnose where they are, how much runway they need and prepare them adequately for the big round, which is another league up from what they’re normally used to.

DX Journal: What books have you read that helped you get through your scaleup journey?

Hopkins: I love Jim Collins. Anybody who hasn’t read Built to Last, shame on you! [Laughs] You need to read it and Good to Great.

I’m also a big believer in a book called The Alchemist by Paulo Coelho. It’s all about finding personal motivation and that gets you through some very challenging times when you’re leading a company. There’s a book called The Speed of Trust by Steven Covey, which is all about how to engineer trust in your organization, which is essential at this level. Lastly, Crossing the Chasm by Geoffrey A. Moore. A seminal work on how you market and build a go-to market strategy.

DX Journal covers the impact of digital transformation (DX) initiatives worldwide across multiple industries.

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Investment

Businesses should ‘follow the money’ when adopting AI

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A June report from the McKinsey Global Institute (MGI) found that, overall, artificial intelligence adoption is still slow; only 20 per cent of “AI-aware” businesses say they are adopters.

The MGI report on AI discussed the difference in AI investment and adoption, with investment in AI technologies experiencing a threefold external investment growth since 2013. Compared to that figure, 41 per cent of firms told MGI that they are uncertain about the benefits, and within that 20 per cent of adopters, 10 per cent are adopters of three or more AI-backed technologies.

new report from Harvard Business Review on the two major business potentials of AI said that while this may be the trend on average, “senior executives know that AI isn’t just hype.”

HBR attributes some of the hesitancy to adoption to business leaders not being sure where they should be applying AI, and after McKinsey researchers Michael Chui, Nicolaus Henke and Mehdi Miremadi took a closer look at 400 AI use cases from 19 different industries, and nine business functions, they found that the question of where to put AI to work in a business is a matter of playing “follow the money.”

“The business areas that traditionally provide the most value to companies tend to be the areas where AI can have the biggest impact,” the report explains.

The two areas that HBR found to the implementation of AI to have the biggest impact are: supply-chain management/manufacturing and marketing and sales.

Chui, Henke and Miremad also found that another way for businesses to find an area to introduce AI is “to simply look at the functions that are already taking advantage of traditional analytics techniques.” Meaning that business leaders should look to apply AI to parts of the company where neural network techniques could provide a higher performance, or “generate additional insights and applications.”

According to the MGI report, companies that have a low AI adoption rate are in the education, health care, and travel/ tourism sectors.

In a previous Digital Journal article on how hospitality brands can undergo digital transformation, it was stressed that “hospitality brands can use new technologies to make their businesses hyper guest-focused.” Utilizing AI for marketing and sales purposes is just one way of making that happen.

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