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Completeness of digital intelligence—This is a criterion that measures how digitally-intelligent a company is. There are five progressive stages of digital intelligence, and each stage is defined by several key technologies that have been commercialised during that period, i.e. general-purpose technology. These progressive stages are: the industrial age, the information age, the digital age, the intelligence age and the general intelligence age.
Ability to meet human motivations — companies’ ability to address and fulfil both human needs and motivation based on Maslow’s hierarchy of needs.
Rule 1: [Rule of digital progression]. Almost all industries go through five stages of digital intelligence, and will eventually reach the general intelligence age. The progress of digital intelligence is sequential, and business will be exposed to significant risk if this is breached. I will explain this Rule with examples later on in this article.
Rule 2: [Rule of digital dominance]. The progression of digital intelligence is a race to become a part of the intelligence age, and the early achiever will have a strong advantage over others in both competition and in achieving a market monopoly. This is because the only criterion for success in the intelligence age is the ability to manage and distribute data intelligently. This means that whoever has the most data will have the greatest advantage in competition. Once this company has an effective algorithm to manage and distribute data, it will create a positive loop of ‘the more the merit, and the merit the more.’ That’s why governments are so concerned about the likes of Google and Facebook achieving such strong digital capabilities, as they have the potential to use it to create digital dominance.
Rule 3: [Rule of digital humanity] A company is more competitive when its digital intelligence is able to meet a higher level of human motivation, i.e. social and esteem needs. Better customer experience is being cited as the core of every organisation’s business/digital strategy. It is ultimately about providing a tailored and unique experience for your customer that connects with them at a more human level. Human motivation applies to both the customers and employees of any business.
Rule 4: [Rule of digital singularity]. The success of any company’s digital transformation depends on the manner in which it integrates digital intelligence with human motivation and reaches the point of digital singularity.
Digital singularity describes a state of balance in which human experience meets technological omnipresence.
There are four types of companies that depend on the level of integration. Level 1: the traditional company, Level 2: the digital company, Level 3: the digital native company, Level 4: the digital supreme company. The closer the integration, the more competitive and productive a company will be.
IBM lay off over 50% — 70% of its Watson health division — what happens when rule 1 is broken?
In June 2018, IBM verified that its recent round of layoffs affected its Watson Health unit, which focuses on applying artificial intelligence in the sphere of healthcare. Four months later, IBM announced that its Watson Health chief, Deborah DiSanzo, had stepped down from running the tech giant’s artificial intelligence division. Big Blue had been counting on Watson for growth, as its legacy businesses continued to shrink. Instead, however, its once-hyped AI business has been scaled back with layoffs and eventually a leadership change.It is no surprise that IBM is accelerating towards stage 4 — the intelligence age in which AI plays an imperative role. All tech firms do. What IBM Heath missed, was that the healthcare industry hadn’t followed in its footsteps, and healthcare service providers are still somewhere between stage 2 and stage 3., i.e. X-ray, CT, MRI, is one of the most matured areas of digitisation in the healthcare industry. It is an area that usage of AI (deep learning) proliferates by recognising image patterns. However, digitising medical records in other areas has not progressed as quickly. Sharing digital medical information is still a challenge, and most healthcare data is still kept in the manner of ‘data islands’ and at individual organisation level due to reasons relating to privacy. Moving from stage 3 (digitisation) to stage 4 (AI) requires a large volume of fluid data to be shared between healthcare organisations. This is one of the root causes behind the layoff, as IBM skipped stage 3 and moved straight to stage 4, where the healthcare industry is not ready and in-sync with IBM digital intelligence progression.How Cambridge Analytica created a weapons-grade communication tool and affected the 2016 US presidential election — the profound impact of rule 2.
iQOS — The iPhone of the Tobacco industry — what happens when rule 3 is exploited — the perfect mesh of tech and humanity?
Philip Morris International is a 172-year-old company known for its best-selling product, Marlboro cigarettes. In 2014, It launched a new product globally — iQOS, ‘heat-not-burn’ (HNB) products, which emit less smoke and generate less odour than conventional cigarettes.
Which industry is the next google going to emerge from? Rule 4 — the Rule of digital singularity.
It may be exaggerating to say that all lines of business want to transform into a tech company, but it won’t be far off. “If you went to bed last night as an industrial company, you’re going to wake up this morning as a software and analytics company.’: GE Chairman and CEO Jeff Immelt.“Allstate is not an insurance company, we are a data company — a customer-centric data company.”: CEO Tom Wilson of Allstate — one of the largest insurance providers in the United States.We are now living in a digital world, and the world will only go further and faster in this direction. Exposition of data, development of quantum computing, the adoption of AI and blockchain technology will ultimately push us into the age of general intelligence: a world powered by artificial general intelligence and built on a trust mechanism that requires no human intervention; a world in which technology becomes embedded in the human experience in such a way that it will be impossible to tell the difference between what’s human and what’s a machine. Will this be the world of the matrix? That’s certainly a very real possibility, albeit a very remote one.
Digital singularity is not about being digital; instead, it is about embracing humanity with the help of digital technologies.
Companies such as digital natives and digital supreme that can excel in this sphere will thrive and rapidly outperform others. As an investor, I look for signs of digital singularity across all industries, looking for companies that are fulfilling the advancement of humanity while surging forward to achieve digital competence: they are likely to be the next google and worthwhile betting on.If you found this article useful and would like to view my other work please be sure to clap and follow me on and