Technology Implementation

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Technical Debt Might Be Hindering Your Digital Transformation

Data reveals the C-suite recognizes that technical debt — the “price” companies pay for short-term technological fixes — hinders their ability to innovate and adapt in the digital age. One strategy to combat technical debt? Digital decoupling.

Wait-and-See Could Be a Costly AI Strategy

  • Research Highlight
  • Read Time: 4 min 

Less than 5% of companies are using AI to reinvent how they do business, but the competitive intensity surrounding the technology suggests that a wait-and-see strategy could be a costly mistake. To get a share of the global profit pool of $1 trillion that AI will produce by 2030, the McKinsey Global Institute says companies should begin adopting it at scale within the next three years.

Why AI Isn’t the Death of Jobs

  • Research Highlight
  • Read Time: 6 min 

When pundits talk about the impact that artificial intelligence will have on the labor market, the outlook is usually bleak, with the loss of many jobs to machines as the dominant theme. But that’s just part of the story — a probable outcome for companies that use AI only to increase efficiency. As it turns out, companies using AI to also drive innovation are more likely to increase headcount than reduce it.

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Want the Best Results From AI? Ask a Human

Companies are adopting artificial intelligence at an accelerated pace — and learning that developing and deploying AI is not like implementing a standard software program. Before diving into AI systems, companies should consider three principles that can greatly improve the chances for a successful outcome. First, they need to recognize that humans and machines are in this together. Second, they need to teach the AI systems with a lot of data. And third, they need to continually test what the systems have learned.

The Quest to Create Utterly Normal Virtual Reality Experiences

Virtual reality is used today for job training, but that’s just the beginning. In a Q&A, Jeremy Bailenson, a leading expert in virtual reality, says that VR has the potential to be a much-improved video conference tool — one that’s good enough to reduce our need to commute. What Bailenson calls “avatar-based communication,” with eye contact and facial expressions, has the potential “to create the intimacy and non-verbal behavior that you get face to face.”

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The Risk of Machine-Learning Bias (and How to Prevent It)

Machine-learning algorithms enable companies to realize new efficiencies for tasks from evaluating credit for loan applications to scanning legal contracts for errors. But they are as susceptible as any system to the “garbage in, garbage out” syndrome when it comes to biased data. Left unchecked, feeding biased data to self-learning systems can lead to unintended and sometimes dangerous outcomes.

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Following the Digital Thread: The Digital Thread Takes Flight

  • Video | Runtime: 0:06:17

  • Read Time: 1 min 

In Part 8 of our eight-part video series, we examine how the digital thread — and its companion, the digital twin — could revolutionize not only the way we design and develop products, but the way we manufacture and service them as well.

The Hybrid Trap: Why Most Efforts to Bridge Old and New Technology Miss the Mark

Mature companies often lack the vision and the commitment to fully commit to new technologies — even when consumers are ready for them. This leads firms to develop watered down products with limited capabilities and leaves them exposed to upstart competitors.

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