Managed data capability

Turn fragmented business data into trusted management information.

I establish and operate reliable data capabilities for organizations where reporting, architecture, governance or ownership has not kept pace with the business. I work with existing IT and business teams, providing the specialized capacity and senior accountability required to close that gap.

Uelber Dantas, senior data and technology practitioner
When data outgrows the operating model

The information exists. Management still cannot use it with confidence.

Important information is distributed across ERP, finance, CRM, operational systems, SharePoint, spreadsheets and reports. As the company grows, management reporting becomes slower, definitions diverge and responsibility for the underlying data capability becomes unclear.

01

Manual reporting pressure

Finance, operations and analysts spend significant time collecting, reconciling and preparing information before it can be used.

02

Competing business definitions

Departments calculate the same measures differently, making it difficult to establish one consistent view of performance.

03

Capacity and ownership gaps

IT teams manage broad operational responsibilities while specialized data architecture, governance and reporting requirements continue to grow.

One accountable capability

Reliable information, continuously managed.

I connect management priorities with the architecture, implementation, governance and ongoing operation required to support them.

The engagement can establish a capability where one does not yet exist, strengthen an existing environment or provide specialized capacity alongside internal IT, analysts and business teams.

  • Trusted management information and shared KPIs
  • Reduced manual reporting and reconciliation
  • Better visibility across business operations
  • Clear ownership and governance
  • Maintainable architecture and documentation
  • Ongoing reliability and deliberate improvement
One continuous engagement

Establish. Build. Operate.

Strategy and implementation remain connected. The person helping leadership define the priorities also remains accountable for ensuring that the resulting capability works and continues to improve.

01 — ESTABLISH

Clarify what management needs and why

Understand the decisions, reporting processes, systems, information gaps, ownership and risks. Establish priorities, governance and a practical roadmap.

02 — BUILD

Create the prioritized business capability

Build the information assets, automation and management reporting required to address the selected priorities—within the organization’s architecture, security and technology standards.

03 — OPERATE

Keep the capability reliable and relevant

Maintain reliability, resolve issues, govern changes and deliver improvements as reporting requirements and the business continue to evolve.

Designed for established organizations

A strong fit when data has become operationally important.

The strongest fit is an established organization where internal capacity, architecture, governance or ownership has not kept pace with the growing importance of data.

Energy & utilitiesIndustrial servicesEngineering & constructionManufacturingTransportation & logisticsEquipment & field operations

Management reporting may require substantial manual preparation. Different teams may define the same KPI differently. The organization may already have IT and analysts, be considering additional hires or need senior ownership of a specialized capability that does not yet have a clear home.

Proven enterprise responsibility

Experience with complex data and reporting environments.

More than 25 years connecting business requirements, enterprise architecture, software, data engineering, analytics, governance and organizational adoption across operationally complex industries.

“Uelber brought the skills and experience that we needed to get our business intelligence program moving forward and bring value to our business partners.”
Terry Kowalyk
Former Director, Business Intelligence Strategy
Servus Credit Union
A practical first conversation

Is there a meaningful data-capability gap to address?

The first conversation is private and practical. We discuss the management information problem, the existing environment and whether there is a credible fit.

Discuss your data priorities