The first 90 days in any executive role matter, but for Chief Data Officers (CDOs), they can be particularly consequential. The CDO tenure remains among the shortest in the C-suite, often because organizations and leaders are not always aligned on what the role is expected to accomplish.

While data has become central to business strategy, the definition of a successful CDO still varies significantly from one company to another. That reality makes the first three months less about launching major initiatives and more about building clarity, trust, and momentum.

Before CDOs can transform an organization’s data capabilities, they must understand the business, establish relationships, assess the current environment, and align stakeholders around a shared definition of success.

Having served as CDO across organizations including VMware, Salesforce, and Centene, I have seen firsthand that no two CDO roles are alike. Yet regardless of industry, company size, or reporting structure, the principles for a successful start remain remarkably consistent.

Start by defining success

One of the biggest challenges facing new CDOs is that organizations often hire for the role without fully agreeing on what success looks like. The title may be the same, but expectations can vary dramatically. They can also vary dramatically across stakeholders. 

For instance, in some organizations, the CDO is primarily focused on governance and compliance. In others, the role includes analytics, AI, business transformation, or even process automation. Because of this variability, one of the first priorities should be establishing a clear understanding of the mandate.

CDOs should engage not only with their direct manager but also with executive peers and key stakeholders across the organization. Questions such as “What problem am I here to solve?” and “How will we measure success?” should be addressed early and revalidated often.

Without that alignment, even strong execution can appear unsuccessful because different stakeholders may be evaluating outcomes through different lenses. Clarity around expectations creates the foundation for every decision that follows.

Build relationships before strategy

Many newly hired CDOs feel the pressure to arrive with immediate answers. For CDOs, the better approach is often to spend time listening before prescribing solutions. During their initial days in the organization, the most important relationships to establish are with business leaders.

This is particularly critical when the data function sits within IT, where there can sometimes be a perception that data initiatives are technology-driven rather than business-driven.

A practical starting point is creating a stakeholder map. The idea is to identify not only formal leaders but also influential decision-makers in the organization. Understanding who shapes opinions and drives priorities, can be just as important as understanding the reporting structure.

The goal of these conversations is not simply relationship building, but to provide valuable insight into how the business views data today. Ask the following questions:

• Do stakeholders trust existing data products? 
• Where do they see obstacles?
• What previous experiences have shaped their perceptions?

These conversations often reveal opportunities and challenges that would never surface through dashboards or technical assessments alone. They also help establish credibility. Business leaders are more likely to support future initiatives when they feel heard and understood from the beginning.

By the end of the first 30 days, a CDO should have met with key stakeholders across the business and developed a clear understanding of the relationships that will be essential for long-term success.

Conduct a listening tour

Organizations often rush to conduct formal data maturity assessments, technology reviews, and capability evaluations. While these tools can provide useful insights, they should not replace direct engagement with the business.

Some of the most valuable information comes from listening carefully to how stakeholders describe their challenges. Business leaders rarely frame problems in data management terminology. 

They are unlikely to say they have a master data management issue or a metadata problem. Instead, they may explain that they cannot get a complete view of the customer, struggle to trust reports, or spend too much time reconciling information from different systems.

It is the CDO’s responsibility to translate those business frustrations into data opportunities.

Equally important is understanding what is working well. If a business unit has developed analytics capabilities it trusts, a new CDO should explore why. Figure out:

• Is the team using high-quality data?
• Have they created effective processes?
• Or have they built independent solutions because they lacked confidence in the centralized capabilities?

The answers surface critical clues about the organization’s current state. A successful assessment combines business feedback, technology evaluation, talent reviews, and operational analysis. Most importantly, it validates findings continuously.

Effective CDOs do not assume they understand the problem after a few conversations. They confirm what they have heard and ensure stakeholders agree with the conclusions.

In many cases, a thorough listening tour reveals more about an organization’s data environment than any formal maturity assessment.

Show progress without overpromising transformation

One of the most difficult balancing acts for new CDOs is demonstrating value while laying the groundwork for larger transformation efforts. The truth is data foundations take time to build. Improving governance, modernizing platforms, creating trusted data assets, and strengthening data quality are rarely quick wins.

Yet stakeholders expect to see progress.

The solution is to pursue foundational improvements and business outcomes simultaneously. Think of data work as an iceberg: business leaders see outcomes above the waterline, such as revenue growth, improved customer experiences, reduced attrition, or faster decision-making.

But beneath the surface, are the capabilities that make those outcomes possible, including data integration, governance, lineage, quality, and architecture. A CDO’s job is to connect those two worlds.

Leaders must explain not only what outcomes are being delivered but also why certain foundational investments are necessary to sustain them. At the same time, they should identify smaller opportunities that demonstrate value early. Perhaps, a trusted dataset enables a sales team to improve targeting. Or maybe a streamlined data pipeline reduces reporting delays.

These may not be transformational achievements, but they provide tangible evidence that progress is being made.

Equally important is storytelling. Things can change very quickly inside organizations. Leadership teams change and attention shifts constantly. So if a CDO waits until a multi-year initiative is complete before communicating results, stakeholders may lose sight of the value being created.

Offering regular updates that connect foundational work to business outcomes help maintain momentum and reinforce support for longer-term investments.

Creating a 30-60-90-day playbook

While every organization is different, certain milestones should exist in nearly every CDO’s first 90-day plan. During the first 30 days, the focus should be on understanding the landscape. This includes building a stakeholder map, assessing the organization’s perception of the data function, understanding budgets and priorities, and meeting key business leaders.

Between days 30 and 60, the emphasis shifts toward diagnosis and alignment. By this stage, a CDO should be able to articulate the organization’s major challenges, identify capability gaps, and begin communicating a direction of travel. Sharing preliminary findings and validating them with stakeholders is essential.

Between days 60 and 90, the focus becomes strategy and action. A roadmap should begin taking shape. Stakeholders should understand both the vision and the rationale behind it. The organization should see evidence of progress, whether through an early win, a clarified operating model, or a shared understanding of priorities.

Perhaps most importantly, a CDO should use this period to confirm that expectations remain aligned. Misalignment around scope, ownership, and accountability represents one of the greatest risks to long-term success.

Many first-time CDOs assume stakeholders share the same understanding of the role. In reality, ambiguity around responsibilities often creates challenges later. Clarifying those expectations early can prevent significant issues down the road.

The first 90 days are not about completing a transformation, rather it’s about establishing the conditions that make transformation possible. The CDOs who succeed are not necessarily the ones who move the fastest, but are the ones who take the time to understand the business, build trust, create alignment, and communicate a clear path forward.

These foundations ultimately determine whether the months and years that follow will deliver lasting impact.

About the Author:  Wendy Batchelder is an award-winning technology executive, author, and board member with more than two decades of experience leading global data strategies, ethical AI implementations, and corporate governance.

She is a three-time Chief Data & Analytics Officer across the healthcare, technology, and financial services industries. Most recently, she has held executive data leadership roles at Centene Corporation, Salesforce, VMware, and Wells Fargo.

Her book A Practical Approach to Building Trust in Data, addresses the business oriented view of enabling a high-trust and successful CDO journey.