NewVantage Partners Releases 2021 Big Data and AI Executive Survey

The Journey to Becoming Data-Driven

A Progress Report in the State of Corporate Data Initiatives

BOSTON--()--NewVantage Partners, strategic advisors in data-driven business transformation to Fortune 1000 companies and industry leaders, has released the results of its 9th annual survey of senior corporate c-executives on the topics of Big Data and Artificial Intelligence (AI) business adoption. The theme of the 2021 executive survey is The Journey to Becoming Data-Driven: A Progress Report in the State of Corporate Data Initiatives.

There are 85 Fortune 1000 or industry leading firms represented in the 2021 survey, the highest rate of participation and representation since the survey was first conducted in 2012, in response to Fortune 1000 business and technology c-executives who sought to understand the potential impact of Big Data, and its implications for their businesses.

Among the blue-chip firms that participated in the 2021 survey were American Express, Anthem, Bank of America, Bristol-Myer Squibb, Capital One, Cigna, CVS Health, Eli Lilly, Glaxo Smith Kline, JP Morgan Chase, Liberty Mutual, Mastercard, McDonalds, Merck, Pfizer, Sanofi, Starbucks, United Health, VISA, and Walmart. This year, a record 76.0% of respondents held the role of Chief Data Officer or Chief Analytics Officer.

In the Foreword to this year’s survey, NewVantage Partners CEO and Founder Randy Bean, and Thomas H. Davenport, author of the landmark study Competing on Analytics, and a Fellow with the firm, write “It has been nearly a full decade since this executive survey was first launched in 2012. Much progress has been made, but which work remains to be done. The theme for this year’s survey findings might be 'dogged optimism despite COVID and culture.' The COVID-19 pandemic seems to have posed few substantial obstacles for Big Data and AI within the participating firms, many of which are in relatively pandemic-resistant industries like banking and healthcare.”

They continue, “Cultural change, however, seems a more significant barrier to long-term success. Over the years this survey has been conducted, we have commented on the challenge of changing corporate cultures in a more data-driven direction. This year’s findings exhibit that challenge to an even greater degree. All questions relating to the long-term progress of corporate data initiatives exhibited declines from 2019 and 2020 levels, a disappointing development.”

Key findings of the 2021 New Vantage Partners Big Data and AI Executive Survey are:

A decade in, Big Data is firmly in the mainstream

When this survey was first launched nearly a decade ago, companies had just begun to embrace Big Data and its expected transformational impact. Today, nearly a decade later, mainstream companies have come a long way in having expanded their commitment and investments in data. This is evidenced by the percentage of firms investing in data initiatives – 99.0%, appointment of a Chief Data Officer (CDO) – 65%, and reporting of measurable business outcomes – 96.0%. There is no question that Big Data has been absorbed into the mainstream during this decade.

Leading companies report significant strides in achieving business outcomes

Big Data and AI investment is holding strong and the pace of investment is accelerating, as are companies reporting successful business outcomes. This year, there was nearly universal acknowledgement -- 96.0% -- that Big Data and AI efforts were yielding results, an increase from half that number – 48.4% -- just a half decade ago.

Companies still face significant headwinds to becoming Data-Driven however

Making a commitment to data-driven transformation is one thing; executing on that commitment is quite another. A decade into these efforts, companies still have a long-way to go – only 39.3% are managing data as an asset; only 24.4% have forged a data culture within their firms; only 24.0% have created a data-driven organization. There is still much work to be done. Leading companies still have some ways to go on their data journey.

The Chief Data Officer role is firmly established, but not firmly defined

Mainstream companies have firmly adopted the CDO role during the past decade – 12.0% in 2012 to 65.0% in 2021. However, clarity on responsibilities, focus, purview, and reporting relationship remains in flux. Less than half of Chief Data Officers – 49.5% -- have primary responsibility for data within their firm. Organizations fluctuate between appointing external change agents – 44.4% -- and company insiders – 23.5%. Only a third of companies – 33.3% -- confirm that the CDO role is successful and established, although this represents an improvement from 2020.

Culture still eats strategy for breakfast

This aphorism is attributed to legendary management consultant Peter Drucker, and it certainly appears to hold true for data transformation efforts. Leading companies continue to identify culture – people, process, organization, change management – as the biggest impediment to becoming data-driven organizations – 92.2%. Few companies – only 30.0% -- have even developed a well-articulated data strategy that culture could eat for breakfast. There is plenty of work to be done.

Adoption of Artificial Intelligence (AI) increases at a steady pace

Companies are progressing steadily in their adoption of AI initiatives – 77.8% of companies report AI capabilities to be in widespread or limited production, up from 65.8% last year; only 4.1% report no applications of AI in use. With overall investment levels in data and AI increasing, progressive adoption of AI capabilities can be expected to continue.

Although progress has been slow, companies express hope for the future

In spite of the many challenges that leading companies face as they pursue efforts to become more data driven, an overwhelming majority of executives are hopeful for the future – 81.0% expressed optimism about the outlook for data/AI within their firms; 91.9% indicated that the pace of investment in data/AI was accelerating; 45.4% described their companies as leaders in making progress on data/AI; 91.6% reported that even with the COVID-19 epidemic, their companies would be spending the same or more on data and AI initiatives. Companies appear to be committed to progressing their data-driven efforts entering 2021.

A decade of transformation. What lies ahead?

Looking back a decade to when this survey was first launched, Big Data and AI were nascent capabilities which received minimal investment. Firms had begun to think about what it would mean to be data-driven, but few had developed formalized programs and articulated a corporate commitment. The function of a Chief Data Officer was non-existent, except within a small handful of companies. Today, Big Data and AI are mainstream, but there is still much to do.

About NewVantage Partners

Since 2001, NewVantage Partners (NVP) has helped a blue-chip roster of Fortune 1000 companies and industry leaders in their efforts to become data-driven organization, serving as trusted advisors to leading financial services, healthcare, life sciences, and leading companies across industries.

NewVantage thought-leadership perspectives appear in leading business publications, including Forbes, Harvard Business Review, MIT Sloan Management Review, and the Wall Street Journal.

NewVantage Partners is based in Boston with offices in New York, San Francisco, and Raleigh


Randy Bean | CEO/Founder | NewVantage Partners LLC
Phone: 781.789.8794
E-mail: | Twitter @RandyBeanNVP
Visit: for more information.


Randy Bean | CEO/Founder | NewVantage Partners LLC
Phone: 781.789.8794
E-mail: | Twitter @RandyBeanNVP
Visit: for more information.