564%. That's the projected three-year return IDC says organizations can achieve with VMware Cloud Foundation (VCF).
It's an extraordinary business case. It's also the promise executives become accountable for the moment the board approves the investment.
According to IDC's Business Value of VMware Cloud Foundation study, organizations deploying VCF are projected to achieve an impressive 564% three-year ROI, recover their investment in just 10 months, reduce infrastructure costs by 34%, improve infrastructure team efficiency by 53%, and reduce unplanned downtime by 98%.
These are the justifications for why boards approve multi-million-dollar investments in VCF. However, making the investment is only the beginning.
Today's CIOs, CTOs, and infrastructure leaders are no longer measured by successful deployments or completed migration milestones. They are accountable for delivering measurable business outcomes.
IDC captures this shift perfectly:
"Board-level conversations have shifted from discussing IT as a cost center to demanding proof of value-generating outcomes."—IDC Spotlight Report, June 2026
That raises a much bigger question than whether your migration is on schedule.
How do you know—today, right now—that you are still on track to realize the business outcomes you promised to deliver in three years?
This is where ValueOps Insights Outcome Assurance changes the equation.
The executive accountability gap
Every executive leading a VCF transformation eventually reaches the same moment:
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The deployment is progressing.
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The steering committee reports are green.
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Projects appear to be on schedule.
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The quarterly business review looks healthy.
In spite of all this, one question remains surprisingly difficult to answer: Are we actually on track to deliver the 564% ROI we committed to the board? This is a question that needs to be answered today. Not next year. Not after deployment.
That’s exactly the challenge IDC highlights in its ValueOps for Private Cloud Spotlight report.
As enterprises build private AI platforms on VCF, the financial stakes become even higher. AI infrastructure, GPU investments, token consumption, and autonomous workloads introduce new cost dynamics that make continuous outcome assurance even more critical. Similar to measuring the ROI for VCF, organizations can't afford to discover a year later that their AI investments aren't producing measurable business value.
This raises a key question: How can enterprise leaders ensure VMware Cloud Foundation achieves its projected ROI? Organizations continue to struggle with what IDC calls a “value translation gap.” This refers to the inability to connect infrastructure investments with measurable business outcomes.
The report concludes that this gap is no longer simply a reporting issue. It is a strategic liability.
As IDC cautions with their ROI analysis, “the full benefits of the solution are not available during deployment.” The business case is established at the beginning, but the value must be produced and proven throughout the transformation.
“When a CIO or CFO asks what the platform is doing for the business and the answer is a vague reference to uptime percentages and consolidation ratios, the platform loses its strategic standing.”—IDC Spotlight Report, June 2026
The quarterly dashboard trap
IT financial management (ITFM) tools like Apptio excel at telling you what you spent last month. IT service management (ITSM) platforms like ServiceNow tell you how many tickets were closed yesterday. But neither can predict whether today's infrastructure telemetry will compromise your three-year business case.
The core problem isn't a lack of data. The problem is that most dashboards answer the wrong question. They tell you what already happened, providing these types of metrics:
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Last quarter's budget.
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Last month's uptime.
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Yesterday's deployment frequency.
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Completed migration milestones.
While those operational metrics are valuable, they are purely retrospective. They record history. They don't predict trajectory.
ValueOps Insights Outcome Assurance doesn't replace your operational stack, it synthesizes VCF infrastructure metrics, ITSM workflows, and financial plans into a single predictive engine.
Imagine you are halfway through your fiscal year. Every quarterly review has been green, every migration milestone achieved, and every steering committee meeting ends with a thumbs-up. Does that guarantee you will hit the three-year lagging business outcomes you promised the board? Not necessarily.
“The core issue is a value translation gap: product and engineering teams drive innovation, infrastructure teams speak cores and clusters, and finance speaks budgets and ROI, with no leader connecting platform spend to business outcomes.”—IDC Spotlight Report, June 2026
Critical long-term value drivers like developer velocity, application performance, and revenue enablement can quietly drift off course for months before the damage shows up in financial results. By the time leadership sees the miss on a quarterly report, the window to fix it has closed.
Looking backward isn't enough when you are accountable for where the business needs to be three years from now. The real challenge isn't knowing whether last quarter was green or red—it's knowing whether today's execution will keep your business case on track tomorrow.
Why existing tools aren’t enough
Most organizations already have dashboards, financial management platforms, ITSM systems, and infrastructure monitoring tools. Each excels within its own domain, but none is designed to connect operational performance to the long-term business outcomes executives are accountable for. Here’s the problem:
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ITFM platforms like Apptio explain what you spent last month, but they can't predict tomorrow's business case.
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ITSM platforms like ServiceNow measure operational activity, but not business value.
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Infrastructure monitoring platforms understand cores and clusters—not business outcomes and ROI.
The challenge isn't a lack of data. It's a lack of context. Every system tells part of the story, but none explains whether today's operational decisions are improving—or jeopardizing—the business outcomes executives promised the board.
ValueOps Insights Outcome Assurance is fundamentally different because it doesn't tell leaders where they are today. It predicts whether they're on track to achieve the business outcomes they've committed to delivering tomorrow.
How does ValueOps Insights Outcome Assurance help measure private cloud business value? By connecting infrastructure telemetry, operational workflows, financial plans, and business objectives, it provides a continuous view of whether today's execution is increasing or reducing the likelihood of achieving tomorrow's business outcomes.
Instead of asking this question:
Did we hit last quarter's targets?
Leaders can answer a far more valuable question:
Given what is happening today, are we still on track to deliver the outcomes we committed to the board?
That shift transforms reporting from documenting history into continuously governing future business value. As IDC notes:
“Meeting this dual mandate requires a paradigm shift: from infrastructure management to business and financial intelligence. Technology executives must evolve their reporting from dashboards of technical health metrics to a business and financial intelligence platform that maps every workload running on VCF to the strategic initiative and, ultimately, the business impact it generates.”—IDC Spotlight Report, June 2026
Building a blueprint for outcome assurance
IDC's projected 564% ROI isn't a single metric to validate at the end of a transformation. It's the cumulative result of multiple business outcomes achieved over time. ValueOps Insights Outcome Assurance makes those outcomes measurable by decomposing them into a hierarchy of objectives, leading indicators, and operational targets that can be monitored continuously throughout the transformation.
1. The North Star (lagging outcome)
Three-year VCF ROI target: 564%
This is the strategic business objective that leadership has committed to delivering.
2. The business outcomes
Rather than treating ROI as a single number, ValueOps Insights Outcome Assurance breaks it into the major business outcomes that collectively determine success. For example, it can track these variables:
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Infrastructure cost reduction—Optimizing physical infrastructure, cloud utilization, and operational costs.
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Developer and engineering productivity—Accelerating self-service provisioning, platform adoption, release velocity, AI application delivery, and engineering efficiency so teams spend more time delivering innovation and less time waiting on infrastructure.
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Business performance improvements—Reducing impactful outages, improving application performance, and supporting business growth.
Rather than measuring these only at the end of the transformation, ValueOps Insights Outcome Assurance decomposes each three-year objective into quarterly—and ultimately monthly—targets. This gives executives a clear understanding of whether progress remains aligned with long-term business goals.
3. The intelligent leading indicators
Business outcomes don't improve by themselves. They are driven by operational behaviors that can be measured continuously.
Unlike traditional management tools that rely on manual status updates, ValueOps Insights Outcome Assurance continuously ingests infrastructure telemetry, operational workflows, and financial data to calculate predictive leading indicators. These indicators show whether today's execution is improving—or reducing—the likelihood of achieving long-term business outcomes.
For platform engineering leaders, they also reveal whether internal developer platforms are improving developer experience and accelerating software delivery. This insights help ensure platform investments translate into measurable business value—not just new infrastructure. (For further information on leading indicators, refer to an earlier blog post, "From Hope to Guarantee: The Blueprint for Predictive Outcome Assurance.") For the business outcome of “business performance improvement,” those indicators might include these metrics:
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Edge or remote locations deployed
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Production deployment frequency
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Average application response time (latency)
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Developer self-service provisioning time
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Impactful outage hours
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Average hourly transaction revenue
As shown in the figure below, ValueOps Insights Outcome Assurance automatically calculates the degree of correlation and influence (weights) of each of the indicators on the mapped outcomes. For example, the indicator “edge or remote locations deployed” has the highest influence (33%) on the outcome identified as “business performance improvement.” The solution also computes the lead time between the indicator and the outcome, which tells us how much earlier the indicator targets have to be met to ensure the outcome.
As execution progresses, AI continuously recalculates target values for each leading indicator. This gives leaders a dynamic roadmap for keeping long-term business outcomes on track.
ValueOps Insights Outcome Assurance computes the confidence of an outcome hitting its target based on the confidence of each of the mapped indicators hitting their own targets. (These results are shown in the sample “Outcome Confidence” dashboard below.) This metric is calculated on a daily basis. As a result, it helps leaders to identify where the challenges lie early on, so they can take actions to remedy the situation.
This is the shift IDC describes when it recommends moving beyond traditional IT reporting toward business and financial intelligence that enables executives to understand, communicate, and prove business value—not just operational activity.
“…many enterprises lack the financial governance tooling to trace that spending to demonstrable business outcomes…”—IDC Spotlight Report, June 2026
Your enterprise GPS
Imagine you're six months into your VCF implementation. Your quarterly dashboard is still green. However, ValueOps Insights Outcome Assurance tells a different story.
Your infrastructure rollout is progressing exactly as planned. However, deployment frequency has slowed. Application latency is increasing. Impactful outages are trending upward.
Together, those leading indicators reduce your overall confidence of achieving your business performance targets.
Traditional dashboards wouldn't reveal that risk until the next quarterly review—or perhaps much later. ValueOps Insights Outcome Assurance presents that risk immediately.
Think of it like the application Waze. Waze doesn't wait until you arrive two hours late to tell you there was traffic. It continuously analyzes thousands of changing conditions to predict your arrival time and recommend a better route before you've missed your appointment. (For more on this topic, be sure to review an earlier blog post, “Stop Navigating by the Rearview Mirror.”)
Instead of traffic patterns, ValueOps Insights Outcome Assurance continuously analyzes leading indicators across delivery, infrastructure, applications, financials, and operations.
That gives engineering leaders early insight into whether platform investments are translating into faster software delivery, higher developer productivity, and successful adoption across engineering teams, not just healthier infrastructure.
As conditions change, your predicted business outcomes change.
More importantly, you can course correct. Using constraint-based goal solving and what-If analysis, leaders can immediately evaluate questions like:
"If deployment frequency continues at its current pace, what operational improvements elsewhere could keep us on track to achieve our annual business targets?"
ValueOps Insights Outcome Assurance recalculates the optimal path forward and recommends new operational targets. Rather than discovering problems after the quarter closes, leaders make small course corrections continuously throughout the year. That is how teams move from hoping they will achieve ROI to actively managing it.
“Executives need a deeper and broader set of data and dashboards to understand and prove realization of value.”—IDC Spotlight Report, June 2026
From analyst-proven ROI to organization-proven value
IDC's Business Value study demonstrates what VCF is capable of delivering. The ValueOps IDC Spotlight explains why many organizations struggle to prove they are actually realizing that value. ValueOps Insights Outcome Assurance bridges that gap by connecting strategy, execution, operational intelligence, and business outcomes—giving leaders the visibility to govern ROI continuously instead of measuring it after the fact.
The board approves the business case once. Leaders have to prove they're delivering it every day.
“This is precisely what a business and financial intelligence platform enables: transparency that empowers executives to align and communicate business outcomes…”—IDC Spotlight Report, June 2026
Next steps
Don't wait until your next quarterly review to discover you're off track.
Meet with our team to learn how ValueOps Insights Outcome Assurance provides the early visibility and predictive intelligence needed to keep your VCF transformation aligned with the business outcomes you've committed to deliver.
See how ValueOps Insights Outcome Assurance continuously measures whether your VCF investment is on track to deliver the business outcomes your board expects.
Frequently asked questions
Q: Why are traditional IT platforms insufficient for tracking long-term cloud ROI?
A: Existing ITSM, ITFM, and infrastructure management tools only report historical spending and past operational activity. This leaves executives unable to predict whether ongoing execution will compromise or advance future business outcomes.
Q: How does ValueOps Insights Outcome Assurance help predict long-term ROI and success?
A: The solution synthesizes infrastructure telemetry, operational workflows, and financial plans to measure predictive leading indicators and calculate real-time outcome confidence scores.
Q: What is the "value translation gap" in VMware Cloud Foundation transformations?
A: The value translation gap occurs when product, engineering, infrastructure, and finance teams operate in silos. These silos prevent organizations from connecting technical platform advantages to strategic business impacts.
Q: How can leaders course correct if leading indicators show a declining ROI trajectory?
A: ValueOps Insights Outcome Assurance offers capabilities for constraint-based goal solving and what-If analysis. With these capabilities, leaders can evaluate operational adjustments and recalculate optimal targets to keep long-term commitments on track.
