Digital Transformation Statistics (2026)

A data analysis of what companies spend on digital transformation, how often it pays off, and why adoption, not the size of the software budget, decides the result.

Worldwide IT spending will reach $6.37 trillion in 2026, up 14.2% from 2025, according to Gartner’s July 2026 forecast. The results lag the spending. A 2020 BCG study found 70% of digital transformations fall short of their objectives, and Gartner’s CIO survey shows only 48% of digital initiatives meet or exceed their business targets. The statistics below cover spending, success rates, failure causes, and what the winners do differently. For the tool side of the problem, start with the tools8020 directory.

Key takeaways

• $6.37 trillion is Gartner’s forecast for worldwide IT spending in 2026, up 14.2% and revised upward from $6.08 trillion in October 2025 (Gartner)
• Almost $4 trillion in digital transformation investment is expected by 2028, about 70% of total ICT spend, per IDC
• $2.7 trillion will go to AI in 2026, up 49.5% in a year, per Gartner’s September 2026 AI forecast
• 70% of digital transformations fall short of their objectives, per BCG (2020); Bain puts the share that miss their original ambition at 88% (2024)
• 48% of digital initiatives meet or exceed their targets, per Gartner, while its “digital vanguard” reaches 71% (Gartner)
• 51 full workdays a year per employee are lost to tool friction, per WalkMe’s 2026 State of Digital Adoption (vendor research)
• 88% vs 13%: the share of projects that meet objectives with excellent versus poor change management, per Prosci (published 2023, updated 2026)
• 29% of IaaS and PaaS spend is wasted, the first rise after five years of decline, per Flexera’s 2026 State of the Cloud
• 90% of transformation value comes from less than 5% of roles, per Bain

How much is spent on IT and digital transformation in 2026?

Gartner forecasts $6.37 trillion in worldwide IT spending for 2026, up 14.2% from $5,577 billion in 2025, per its July 2026 forecast. IDC expects digital transformation investment to reach almost $4 trillion by 2028, about 70% of all ICT spending (IDC, 2025).

1. Worldwide IT spending will total $6.37 trillion in 2026, up 14.2%, per Gartner. That follows 10.7% growth in 2025. Gartner’s own analyst warned the rising total hides strain, with inflation, memory costs, and AI funding squeezing budgets.
2. Gartner raised its 2026 forecast three times in nine months. It stood at $6.08 trillion in October 2025, $6.15 trillion in February 2026, $6.31 trillion in April 2026, and $6.37 trillion in July. Each release pointed to AI infrastructure as a main driver.
3. Software spending will reach $1,468 billion in 2026, up 15.5% (Gartner). Part of that growth is price, not new capability: Gartner’s October 2025 release noted that GenAI features now ship inside software companies already own, and those features cost more.
4. Data center systems spending will jump 62.5% to $822 billion (Gartner). Most buyers never see this line directly. They see it later, in cloud and software bills.
5. Services remain the largest category at $1,570 billion, but grow only 5.3% (Gartner). Gartner says enterprises now hire service providers less for business transformation and more for small projects that use AI features in software they already run (Gartner, September 2026).
6. Digital transformation investment will reach almost $4 trillion by 2028, about 70% of total ICT spend, per IDC (May 2025). IDC counts DX as a share of total tech spending, so its figure overlaps with Gartner’s totals rather than adding to them.
7. Hardware makes up an estimated 40% of digital transformation investment, and AI accounts for 17% of DX spend, per IDC. IDC expects the AI share to rise significantly.

Worldwide IT spending by segment, 2025 vs 2026

Source: Gartner worldwide IT spending forecast, July 2026. Billions of US dollars.

The budget is not the constraint. Money keeps arriving, and the forecast keeps rising. The rest of this page shows that the hard part comes after the purchase order.

How much of IT spending goes to AI?

Gartner forecasts worldwide AI spending of $2.7 trillion in 2026, up 49.5% year over year (Gartner, September 2026). AI infrastructure accounts for $1.48 trillion of that, more than half the total. Enterprises are spending more, but Gartner says vendors and hyperscalers still dominate AI spending (Gartner, May 2026).

8. AI spending will total $2.7 trillion in 2026 and $3.64 trillion in 2027, per Gartner. In May, Gartner had the 2026 figure at $2.59 trillion with 47% growth (Gartner, May 2026), so this forecast is climbing as well.
9. AI infrastructure will absorb $1.48 trillion in 2026 (Gartner). AI-optimized servers bought by hyperscalers and service providers remain the largest single area of spending.
10. AI software spending will reach $461.6 billion in 2026, up from $288.2 billion in 2025 (Gartner). Gartner says enterprises are using the simpler AI features their incumbent software vendors embed to automate workflows and improve efficiency.
11. Generative AI model spending growth for 2026 was revised up to 117%, from 110% in the prior forecast (Gartner). Gartner still places GenAI in the Trough of Disillusionment in 2026.

For a closer look at how companies actually use these tools, see our AI adoption statistics.

What is the success rate of digital transformations?

Most studies put full success between 12% and 48%. A 2020 BCG study found only 30% of digital transformations met or beat their target value, Bain (2024) finds about 12% achieve their original ambition, and Gartner reports 48% of digital initiatives hit their targets.

12. 70% of digital transformations fall short of their objectives, per a 2020 BCG study that combined a survey of 825 senior executives with BCG’s work at 70 companies. BCG examined more than 35 factors to explain the gap.
13. 30% of transformations met or exceeded their target value, 44% created some value but missed, and 26% created limited value (BCG, 2020). The middle group is the real story. Nearly half of programs deliver something, just not what the business case promised.
14. 88% of business transformations fail to achieve their original ambitions, per Bain’s 2024 research. Bain estimates more than a third of large organizations are undergoing a transformation at any given time, so this failure rate is a constant drag.
15. Only 16% of respondents said their digital transformation improved performance and sustained the gains, per a 2018 McKinsey Global Survey. In traditional industries such as oil and gas, automotive, and pharmaceuticals, success rates fell to between 4% and 11%.
16. McKinsey wrote in 2021 that the 30% success rate has not budged after many years of research (McKinsey). Less than one-third of respondents said their transformation both improved performance and sustained it.
17. 48% of digital initiatives meet or exceed their business outcome targets, per Gartner’s 2026 CIO and Technology Executive Survey. The figure was also 48% in Gartner’s prior survey of 3,186 CIOs, so the hit rate has not moved.
18. Large companies captured only 31% of the expected revenue lift and 25% of the expected cost savings from digital and AI transformations, per McKinsey (2023). The gap is between the business case and the result.
19. Even successful transformations leave value on the table. Respondents reporting success captured 67% of the maximum financial benefit, versus 37% at other companies (McKinsey, 2021).

Transformation success rates by study

Sources: BCG, McKinsey 2018, McKinsey 2021, Bain, Gartner 2024, Gartner 2025. Definitions differ, so compare ranges, not single numbers.

Why do digital transformations fail?

Transformations fail mostly on people and execution, not technology. Bain (2024) found the strongest predictor of success is how well a company retains, develops, and acquires the right talent. McKinsey (2021) found 55% of lost value disappears during and after implementation.

20. 55% of a transformation’s value loss happens during and after implementation, and nearly one-quarter during target setting, per McKinsey’s 2021 survey. The plan is rarely the problem. Follow-through is.
21. Three out of four executives reported good leadership engagement, but only one in three had committed middle-management engagement (BCG, 2020). Middle managers turn strategy into daily routines. When they are not bought in, adoption stalls.
22. Only one in four organizations cleared BCG’s bar for deploying high-caliber talent to the transformation (BCG, 2020). Most programs are staffed with whoever is free, not whoever is best.
23. When line managers and frontline employees were not engaged, only 3% of transformations succeeded, versus 26% and 28% when each group was engaged, per a 2017 McKinsey survey.
24. 56% of strong transformers avoided overloading their top leaders, compared with 44% of poor transformers (Bain, 2024). Piling every initiative onto the same star players burns them out.
25. Gartner predicts 60% of supply chain digital adoption efforts will fail to deliver promised value by 2028, because of underinvestment in learning and development (Gartner, 2025). The prediction covers one function, but the mechanism is general: tools bought without a training budget go unused.

How much does poor software adoption cost?

Poor adoption is where transformation budgets leak. WalkMe’s 2026 State of Digital Adoption, vendor research from a company that sells adoption software, estimates employees lose 51 full workdays a year to tool friction. Gartner found only 32% of leaders say their last change achieved healthy adoption.

26. Employees lose 51 full workdays a year to the tools bought to help them, per WalkMe’s 2026 survey of 3,750 enterprise executives and workers (WalkMe). WalkMe frames it as one full working day every week absorbed by tool friction.
27. The 2025 edition put the loss at 36 working days per employee and $104 million a year for large enterprises (WalkMe, 2025). The two editions use different samples, so treat the change as directional.
28. WalkMe found a 1,600% gap between the perceived and actual number of enterprise applications (WalkMe, 2025). Leaders underestimate their own stack. Our SaaS sprawl data shows how app counts compound.
29. Only 32% of business leaders say the last change they led achieved healthy adoption by employees, per Gartner HR research (2025). Gartner counts adoption as healthy when employees act on the change, on time, without hurting performance or engagement.
30. 79% of employees have low trust in change, per a Gartner survey of more than 2,850 employees (Gartner, 2025). Gartner links the low trust to continuous, stacked change that leaders struggle to govern.
31. Organizations with above-average healthy change adoption report two times higher year-over-year revenue growth (Gartner, 2025). For companies with more than 50,000 employees, Gartner puts the gain at up to $2.2 billion a year.
32. 88% of projects with excellent change management met or exceeded objectives, compared with 13% with poor change management, per Prosci’s research with more than 2,600 change practitioners (published 2023, updated 2026). Prosci summarizes it as projects with effective change management being 7X more likely to meet objectives.

How much does technical debt slow digital transformation?

Technical debt taxes every new initiative. In a 2020 McKinsey survey of 50 CIOs, respondents estimated tech debt at 20% to 40% of the value of their entire technology estate, and said 10% to 20% of the budget for new products gets diverted to tech-debt issues.

33. CIOs estimate tech debt at 20-40% of the value of their technology estate before depreciation (McKinsey, 2020). That is a liability most balance sheets never show.
34. 10-20% of the technology budget for new products is diverted to tech debt (McKinsey, 2020). Money approved for transformation ends up servicing old systems.
35. 60% of CIOs said their tech debt had risen perceptibly over the previous three years (McKinsey, 2020). One cloud provider’s CIO told McKinsey that better debt management cut engineering time spent on the debt “tax” from 75% to 25%.
36. 43% of CIOs planned to cut investment in legacy infrastructure and data center technologies in 2025, while 33% planned to increase it, per Gartner’s 2024 CIO survey. Gartner ties the cuts mainly to cloud migration.

Every tool added without retiring another one adds to the debt. Our SaaS spend statistics track what that layering costs per employee.

How much cloud spending is wasted?

Organizations estimate 29% of their IaaS and PaaS spend is wasted, per Flexera’s 2026 State of the Cloud Report, a survey of 753 cloud decision-makers. It is the first increase after five years of decline, which Flexera links to the cost complexity of AI and new cloud services. Flexera sells cloud cost tools, so read it as vendor research.

37. Estimated wasted cloud spend rose to 29%, reversing a five-year downward trend (Flexera, 2026). Wasted cloud software spend rose 1 percentage point as well.
38. 85% of respondents name managing cloud cost as a top challenge, ahead of security at 82% (Flexera, 2026). Managing software licenses follows at 78%.
39. 17% of organizations exceeded their public cloud budget in the past year (Flexera, 2026).
40. 63% of organizations now run a FinOps team, up from 51% in 2024 and 59% in 2025 (Flexera, 2026). Waste is rising even as cost teams spread.
41. 64% now measure cloud progress by value delivered to business units, up 12 percentage points (Flexera, 2026). Cost savings remain the top metric but fell 6 points.
42. Infrastructure-as-a-service spending will grow 29.3% to $287 billion in 2026 (Gartner). At a 29% waste rate, a fast-growing line item carries a large leak.

Are AI transformations repeating the same mistakes?

Early evidence says yes. Gartner predicted in 2024 that at least 30% of generative AI projects would be abandoned after proof of concept by the end of 2025. Deloitte’s 2025 survey found only 11% of organizations have AI agents in production, while 38% are still piloting.

43. At least 30% of GenAI projects would be abandoned after proof of concept by the end of 2025, Gartner predicted in July 2024, citing poor data quality, weak risk controls, rising costs, and unclear business value (Gartner). The deployment approaches Gartner priced ranged from $5 million to $20 million.
44. Only 11% of organizations have agents in production, despite 38% piloting them; 42% are still developing a strategy and 35% have none (Deloitte Tech Trends 2026). Our agentic AI statistics cover the agent data in depth.
45. 80% of CEOs expect AI to force a high or medium degree of change to their operational capabilities, per a Gartner survey of 469 CEOs and senior executives (April 2026). Yet 54% said their automation is still limited to specific tasks.
46. Only 33% of CIOs consistently pursue financial outcomes from technology initiatives, and those who do are 25% more likely to excel (Gartner CIO Agenda 2026). Meanwhile 57% face pressure to improve productivity and 52% to cut costs.

AI is following the same curve as every earlier wave: heavy spending, many pilots, few scaled wins. The lesson from two decades of transformation data applies directly. Pick fewer use cases and fund the adoption work.

What separates successful digital transformations from the rest?

Focus and shared ownership. Gartner found its “digital vanguard,” where business leaders co-own delivery with the CIO, hits targets on 71% of digital initiatives versus 48% overall. A 2020 BCG study found getting six factors right lifts the odds of success from 30% to 80%.

47. Digital vanguard organizations meet or exceed targets on 71% of digital initiatives (Gartner, 2024). Their business leaders dedicate 35% of their staff to technology work, versus 21% for other executives, and meet with their CIOs four times more often.
48. Getting six things right flips the odds of success from 30% to 80%, per BCG (2020). The six: an integrated strategy, leadership commitment down to middle management, high-caliber talent, agile governance, progress monitoring, and a business-led modular technology and data platform.
49. 90% of a transformation’s value comes from less than 5% of roles, in Bain’s experience (Bain, 2024). That is the 80/20 rule in its sharpest form. Protect the few roles that matter.
50. Transformations with a dedicated chief transformation officer achieve 24% more of their planned value, per Bain’s database of more than 24,000 transformation initiatives (Bain, 2024).
51. Successful transformations implement initiatives worth 74% of their full value within the first 12 months, per McKinsey (2019). Early value funds the next round.
52. Half of transformation value came from smaller initiatives, and 68% of initiatives were worth $250,000 or less (McKinsey, 2019). Big outcomes come from many small, adopted changes.
53. Respondents at organizations with fewer than 100 employees were 2.7 times more likely to report a successful digital transformation than those at organizations with more than 50,000 employees (McKinsey, 2018). See our small business statistics for how smaller firms buy software.
54. Digital leaders earn more. Digital-leader banks delivered 8.1% average annual shareholder returns from 2018 to 2022, versus 4.9% for laggards (McKinsey, 2023). BCG’s 2020 study found digital leaders achieve earnings growth 1.8 times higher than laggards (BCG).
55. Only 18% of CIOs practice dynamic, off-cycle reprioritization, yet those who do are 24% more likely to be top performers (Gartner CIO Agenda 2026). Reprioritizing mid-cycle means stopping weak projects instead of funding them to the end.

What to do with this data

• Budget for adoption, not just licenses. Projects with excellent change management meet objectives 88% of the time versus 13% with poor change management (Prosci, published 2023, updated 2026). If the training line is zero, expect the outcome Gartner predicts for underfunded L&D.
• Retire a tool before you add one. With 29% of cloud spend wasted (Flexera) and 10-20% of new-product budgets lost to tech debt (McKinsey, 2020), subtraction is the cheapest transformation available.
• Run fewer initiatives with your best people. Bain finds 90% of value comes from less than 5% of roles (Bain). Staff the few that matter and stop the rest.
• Make business owners co-own every tool. Co-owned delivery hits 71% of targets versus 48% overall (Gartner). Our guides for CTOs, COOs, and operations managers are built around that split.
• Demand measurable value inside 12 months. Successful programs implement initiatives worth 74% of their value in the first year (McKinsey, 2019). If a tool shows nothing by then, cut it.
• Shortlist before you buy. When a new tool is justified, start from a curated list such as our automation category, and see how every tool earns a single 8020 Score on our about page.

Frequently asked questions

What percentage of digital transformations fail?

Between roughly half and nine in ten, depending on the definition. A 2020 BCG study found 70% fall short of their objectives. Bain (2024) says 88% miss their original ambitions. Gartner finds 48% of digital initiatives meet or exceed their targets.

How much do companies spend on digital transformation?

IDC projects digital transformation investment of almost $4 trillion by 2028, about 70% of total ICT spending (IDC, 2025). Hardware makes up an estimated 40% of that and AI 17%. Gartner puts total worldwide IT spending at $6.37 trillion in 2026 (Gartner).

What is the worldwide IT spending forecast for 2026?

Gartner’s July 2026 forecast puts worldwide IT spending at $6.37 trillion in 2026, up 14.2% from 2025 (Gartner). Software will reach $1,468 billion and data center systems $822 billion. The forecast was $6.08 trillion in October 2025, and each Gartner update since then has raised it.

Why do most digital transformations fail?

People and execution, more than technology. McKinsey (2021) found 55% of value loss happens during and after implementation. BCG (2020) found only one in three organizations had committed middle-management engagement, and Gartner (2025) found 79% of employees have low trust in change.

How much of IT spending goes to AI in 2026?

Gartner forecasts worldwide AI spending of $2.7 trillion in 2026, up 49.5%, with AI infrastructure taking $1.48 trillion (Gartner, September 2026). AI software accounts for $461.6 billion. Gartner’s May 2026 forecast was lower, at $2.59 trillion (Gartner). Within digital transformation budgets, IDC puts the AI share at 17% (IDC).

How much cloud spending is wasted?

Organizations estimate 29% of IaaS and PaaS spend is wasted, the first increase after five years of decline, per Flexera’s 2026 State of the Cloud Report. 85% of respondents call managing cloud cost a top challenge, and 17% exceeded their public cloud budget in the past year, even though 63% run a FinOps team.

Are small companies better at digital transformation?

The survey evidence points that way. In a 2018 McKinsey survey, respondents at organizations with fewer than 100 employees were 2.7 times more likely to report a successful digital transformation than those at organizations with more than 50,000 employees. Fewer people and fewer systems make adoption easier to drive.

How we compiled these statistics

We drew these figures from 25 pages published by nine organizations: Gartner, IDC, BCG, McKinsey, Bain, Prosci, Flexera, WalkMe, and Deloitte. Every figure was retrieved from the publisher’s own page in October 2026; several Gartner and McKinsey pages were retrieved through Internet Archive copies of those pages because the live sites block automated requests. Statistics we could not trace to a primary page were omitted, vendor research is labeled as such, and where studies disagree we show the range and cite each one.

Sources

• Gartner: Worldwide IT Spending to Grow 14.2% in 2026, Totaling $6.37 Trillion (2026)
• Gartner: Worldwide IT Spending to Grow 13.5% in 2026, Totaling $6.31 Trillion (2026)
• Gartner: Worldwide IT Spending to Grow 10.8% in 2026, Totaling $6.15 Trillion (2026)
• Gartner: Worldwide IT Spending to Grow 9.8% in 2026, Exceeding $6 Trillion (2025)
• Gartner: Worldwide AI Spending to Grow 49.5% in 2026 (2026)
• Gartner: Worldwide AI Spending to Grow 47% in 2026 (2026)
• Gartner: CIO Agenda 2026, Master Agility, Risk and Tenacity (2025)
• Gartner: Only 48% of Digital Initiatives Meet or Exceed Their Business Outcome Targets (2024)
• Gartner: Just 32% of Business Leaders Report Achieving Healthy Change Adoption (2025)
• Gartner: 30% of Generative AI Projects Will Be Abandoned After Proof of Concept (2024)
• Gartner: 80% of CEOs Say AI Will Force Operational Capability Overhauls (2026)
• Gartner: 60% of Supply Chain Digital Adoption Efforts Will Fail to Deliver Promised Value (2025)
• IDC: Digital transformation spending outlook, blog (2025)
• BCG: Flipping the Odds of Digital Transformation Success (2020)
• McKinsey: Unlocking Success in Digital Transformations (2018)
• McKinsey: Losing From Day One, Why Even Successful Transformations Fall Short (2021)
• McKinsey: The Numbers Behind Successful Transformations (2019)
• McKinsey: Tech Debt, Reclaiming Tech Equity (2020)
• McKinsey: Rewired for Value, Digital and AI Transformations That Work (2023)
• Bain: 88% of Business Transformations Fail to Achieve Their Original Ambitions (2024)
• Prosci: The Correlation Between Change Management and Project Success (2023, updated 2026)
• Flexera: 2026 State of the Cloud Report (2026)
• WalkMe: The State of Digital Adoption 2026 (2026)
• WalkMe: The State of Digital Adoption 2025 (2025)
• Deloitte Insights: Tech Trends 2026 (2025)