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Integration Challenges Threaten Digital Transformation

Integration challenges continue to be a major roadblock for digital transformation initiatives, according to MuleSoft’s 2021 Connectivity Benchmark Report.

The report finds that IT teams are spending over a third of their time on integration projects, and custom integrations are costing large enterprises on average $3.5 million each in annual labor. As digital initiatives accelerate, integration has emerged as a critical factor in determining the success and speed of digital transformation across industries.

"Organizations across industries have experienced a rapid shift toward interacting with customers and employees through digital channels," said Brent Hayward, CEO, MuleSoft. "Although most organizations are prioritizing digital initiatives, such as launching an e-commerce platform or increasing worker productivity, the research shows that data silos continue to hinder their capabilities to deliver on these key initiatives. Companies that empower their IT and business teams to easily integrate apps and data will be able to unlock the full capacity within their organization to drive innovation at scale and gain competitive edge."

Based on a global survey of 800 CIOs and IT decision makers, the report also highlights new challenges and opportunities for businesses as they navigate a digital-first world:

Increased demands pressuring businesses to deliver digital faster

The last 12 months have seen a profound shift in the way people work and how organizations operate. Employees and customers alike want seamless digital experiences and expect organizations to deliver on these experiences, faster.

New initiatives to enable success from anywhere: This past year, organizations relied on IT to support a rapid shift to remote working and the need for increased productivity and efficiency. Migrating apps to the cloud (51%), enabling remote working (48%) and automating business processes (47%) were cited as the key initiatives that organizations are focusing on for 2021. They were closely followed by using IT to create a safe working environment, modernizing legacy systems, and integrating SaaS apps (each 45%).

When demand surpasses supply: Demands on IT have increased massively. Organizations asked IT to deliver on average 30% more projects this year, a number that is constantly growing year-over-year (315 projects in 2021 compared to 242 projects in 2020). Only 37% of respondents say they were able to deliver all IT projects last year (compared to 41% the previous year).

Go digital or get left behind: More than three-quarters (77%) of organizations say a failure to complete digital transformation initiatives will impact revenues over the next year.

The cost of "keeping the lights on": IT is spending over two-thirds of their time (68%) on running the business, leaving little time for innovation and development of new projects.

Integration challenges hold businesses back

Data silos remain a challenge for 90% of organizations (unchanged since last year’s report). And almost 9 in 10 respondents point to integration challenges as a blocker to delivering on digital transformation. If this trend continues, it risks stalling key business initiatives for many organizations.

Integration will continue to be a major area of focus as organizations look to connect and derive more value from their new and existing apps and data.

So many applications, so little integration: On average, organizations use 843 individual applications. However, only 29% of these applications are integrated (a slight increase from 28% in the previous year), highlighting huge potential for organizations to drive change and deliver more connected experiences.

Connected customer experiences remain a challenge to achieve: Only 18% of organizations integrate end-user experiences across all channels, with almost half (48%) stating they have found it difficult to do so. However, for those organizations that have successfully integrated end-user experiences, increased customer engagement (53%), business transformation (53%) and innovation (50%) have been the major benefits.

Data-related roles have the biggest integration needs: Outside of IT, data science (47%), business analyst (42%) and finance (42%) are the roles with the biggest integration needs. This further highlights how business users and initiatives with a data focus are prime candidates for integration support.

Empowering enterprise-wide innovation

Organizations recognize the strategic importance of integration to help achieve revenue goals and deliver connected experiences faster. To lessen the integration burden on IT and drive innovation and productivity, organizations are looking to drive reuse of existing integrations and empower the wider business to connect apps and data.

Integration and API strategy is being led from the top: More than two-thirds (69%) of organizations say they have a top-down approach to integration and API strategy. This is an increase from 63% last year, highlighting the growing importance of integration to achieving business goals.

API reuse is a massive area of opportunity: While most organizations (96%, up from 80% last year) are using APIs to build integrations and deliver new projects, best practices around API reuse remain an area of improvement. The reuse of code, APIs, and best practice templates has plateaued over the last two years. Organizations have on average 42% of such internal assets and components available for reuse. This is a massive area of opportunity as organizations leveraging APIs experience increased productivity (59%), self-service (48%) and increased innovation (46%).

Enabling all business users: Four in five organizations recognize the need to make data and integration accessible to business users to increase productivity, deliver connected experiences and drive innovation. Over a third (36%) of organizations say they have a mature approach to enabling non-IT users to easily integrate apps and data sources through APIs. Another 44% say they are in the process of developing plans, further highlighting that organizations are looking to empower business users with integration.

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Integration Challenges Threaten Digital Transformation

Integration challenges continue to be a major roadblock for digital transformation initiatives, according to MuleSoft’s 2021 Connectivity Benchmark Report.

The report finds that IT teams are spending over a third of their time on integration projects, and custom integrations are costing large enterprises on average $3.5 million each in annual labor. As digital initiatives accelerate, integration has emerged as a critical factor in determining the success and speed of digital transformation across industries.

"Organizations across industries have experienced a rapid shift toward interacting with customers and employees through digital channels," said Brent Hayward, CEO, MuleSoft. "Although most organizations are prioritizing digital initiatives, such as launching an e-commerce platform or increasing worker productivity, the research shows that data silos continue to hinder their capabilities to deliver on these key initiatives. Companies that empower their IT and business teams to easily integrate apps and data will be able to unlock the full capacity within their organization to drive innovation at scale and gain competitive edge."

Based on a global survey of 800 CIOs and IT decision makers, the report also highlights new challenges and opportunities for businesses as they navigate a digital-first world:

Increased demands pressuring businesses to deliver digital faster

The last 12 months have seen a profound shift in the way people work and how organizations operate. Employees and customers alike want seamless digital experiences and expect organizations to deliver on these experiences, faster.

New initiatives to enable success from anywhere: This past year, organizations relied on IT to support a rapid shift to remote working and the need for increased productivity and efficiency. Migrating apps to the cloud (51%), enabling remote working (48%) and automating business processes (47%) were cited as the key initiatives that organizations are focusing on for 2021. They were closely followed by using IT to create a safe working environment, modernizing legacy systems, and integrating SaaS apps (each 45%).

When demand surpasses supply: Demands on IT have increased massively. Organizations asked IT to deliver on average 30% more projects this year, a number that is constantly growing year-over-year (315 projects in 2021 compared to 242 projects in 2020). Only 37% of respondents say they were able to deliver all IT projects last year (compared to 41% the previous year).

Go digital or get left behind: More than three-quarters (77%) of organizations say a failure to complete digital transformation initiatives will impact revenues over the next year.

The cost of "keeping the lights on": IT is spending over two-thirds of their time (68%) on running the business, leaving little time for innovation and development of new projects.

Integration challenges hold businesses back

Data silos remain a challenge for 90% of organizations (unchanged since last year’s report). And almost 9 in 10 respondents point to integration challenges as a blocker to delivering on digital transformation. If this trend continues, it risks stalling key business initiatives for many organizations.

Integration will continue to be a major area of focus as organizations look to connect and derive more value from their new and existing apps and data.

So many applications, so little integration: On average, organizations use 843 individual applications. However, only 29% of these applications are integrated (a slight increase from 28% in the previous year), highlighting huge potential for organizations to drive change and deliver more connected experiences.

Connected customer experiences remain a challenge to achieve: Only 18% of organizations integrate end-user experiences across all channels, with almost half (48%) stating they have found it difficult to do so. However, for those organizations that have successfully integrated end-user experiences, increased customer engagement (53%), business transformation (53%) and innovation (50%) have been the major benefits.

Data-related roles have the biggest integration needs: Outside of IT, data science (47%), business analyst (42%) and finance (42%) are the roles with the biggest integration needs. This further highlights how business users and initiatives with a data focus are prime candidates for integration support.

Empowering enterprise-wide innovation

Organizations recognize the strategic importance of integration to help achieve revenue goals and deliver connected experiences faster. To lessen the integration burden on IT and drive innovation and productivity, organizations are looking to drive reuse of existing integrations and empower the wider business to connect apps and data.

Integration and API strategy is being led from the top: More than two-thirds (69%) of organizations say they have a top-down approach to integration and API strategy. This is an increase from 63% last year, highlighting the growing importance of integration to achieving business goals.

API reuse is a massive area of opportunity: While most organizations (96%, up from 80% last year) are using APIs to build integrations and deliver new projects, best practices around API reuse remain an area of improvement. The reuse of code, APIs, and best practice templates has plateaued over the last two years. Organizations have on average 42% of such internal assets and components available for reuse. This is a massive area of opportunity as organizations leveraging APIs experience increased productivity (59%), self-service (48%) and increased innovation (46%).

Enabling all business users: Four in five organizations recognize the need to make data and integration accessible to business users to increase productivity, deliver connected experiences and drive innovation. Over a third (36%) of organizations say they have a mature approach to enabling non-IT users to easily integrate apps and data sources through APIs. Another 44% say they are in the process of developing plans, further highlighting that organizations are looking to empower business users with integration.

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In MEAN TIME TO INSIGHT Episode 24, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses network observability tool sprawl ... 

In cloud-native systems, scaling is often as simple as moving a slider. For on-premise databases, the stakes are different. Over-provisioning hardware is expensive. Under-provisioning leads to performance bottlenecks that are difficult to fix once the equipment is in the rack ...

When most people think about cybersecurity, they picture firewalls, encryption, and access controls — technical tools designed to protect systems and data. But beneath the technology lies a deeper set of principles about trust, decision-making, and resilience ... The best leaders don't eliminate risk. They manage it intelligently. And in many ways, cybersecurity offers a surprisingly useful playbook for doing exactly that ...

Many organizations assumed their infrastructure strategy was settled. It had been implemented, optimized and built into long-term plans. Recent changes in technology and vendor consolidation are forcing a second look. Cloud outages and licensing changes have exposed how much dependency exists on a small number of platforms. As a result, organizations are reevaluating whether those decisions still hold up under current conditions ...

Edge AI is strategically embedded in core IT and infrastructure spending across industries, according to the 2026 Edge AI Survey from ZEDEDA. The research shows that 83% of C-suite and IT executive respondents say edge AI is important to their core business strategy ...

As AI adoption accelerates, operational complexity — not model intelligence — is becoming the primary barrier to reliable AI at scale, according to the State of AI Engineering 2026 from Datadog ... The report highlights a compounding complexity challenge as AI systems scale ... Around 5% of AI model requests fail in production, with nearly 60% of those failures caused by capacity limits ...

For years, production operations teams have treated alert fatigue as a quality-of-life problem: something that makes on-call rotations miserable but isn't considered a direct contributor to outages. That framing doesn't capture how these systems fail, and we now have data to show why. More importantly, it's now clear alert fatigue is a symptom of a deeper issue: production systems have outgrown the current operational approaches ...

I was on a customer call last fall when an enterprise architect said something I haven't been able to shake. Her team had just spent four months trying to swap one AI vendor for another. The original plan said three weeks. "We didn't switch vendors," she told me. "We rebuilt half our integrations and discovered what we'd actually been depending on." Most enterprise leaders don't expect that to be the experience ...

Ask any senior SRE or platform engineer what keeps them up at night, and the answer probably isn't the monitoring tool — it's the data feeding it. The proliferation of APM, observability, and AIOps platforms has created a telemetry sprawl problem that most teams manage reactively rather than architect proactively. Metrics are going to one platform. Traces routed somewhere else. Logs duplicated across multiple backends because nobody wants to be caught without them when something breaks. Every redundant stream costs money ...

80% of respondents agree that the IT role is shifting from operators to orchestrators, according to the 2026 IT Trends Report: The Human Side of Autonomous IT from SolarWinds ...