Clear answers about the capability, relationship and responsibilities.
The Managed Data Practice is designed for organizations whose reliance on information has grown faster than their internal capacity, architecture, governance or ownership.
Understanding the model.
What is a Managed Data Practice?
It is an ongoing capability for establishing, operating, governing and improving the information assets management relies upon. It connects business priorities, data strategy, architecture, implementation, analytics, reporting, governance and operational responsibility.
Do we need an internal data team?
No particular team structure is required. The practice can establish a capability where none exists, work alongside an existing IT or data team, strengthen an environment that has grown organically or create the foundation before additional employees are hired.
How do you work with our IT team?
Collaboratively. Existing IT teams retain responsibility for enterprise technology, security and organizational standards. I take ownership of the agreed data capability, work within those standards and provide specialized architecture, implementation, governance and operational capacity that may not be available internally.
How is this different from a fractional Chief Data Officer?
A conventional fractional CDO often concentrates on strategy, governance and executive leadership. This practice connects senior direction with hands-on implementation and ongoing operation. I remain accountable for ensuring that the capability actually works.
How is this different from a consulting project?
A conventional project delivers a defined scope and ends. This model can begin with a focused foundation and implementation, but it is designed to maintain reliability, govern change and improve the capability over time.
What types of companies are a good fit?
Established organizations with multiple business systems, recurring management reporting and increasing dependence on data. Common signals include substantial spreadsheet preparation, inconsistent KPIs, fragmented reporting, limited specialized capacity or an internal team facing more data demand than it can reasonably absorb.
How does an engagement begin?
We begin with a private discussion about the management decisions, reporting processes, systems, information gaps and priorities. If there is a meaningful fit, the Establish engagement defines the foundation, roadmap, responsibilities and first implementation priorities.
Your assets, in your environment.
Which technologies do you work with?
My deepest experience is in the Microsoft ecosystem, including Microsoft Fabric, Power BI, Azure SQL, SQL Server and Power Platform. I also work with information from ERP, finance, CRM, SharePoint, operational, field-service and specialized applications. Technology selection follows the business requirement and the organization’s standards.
Do we need an existing data platform?
No. I assess the current environment and determine what should be retained, connected, simplified, governed or replaced. The engagement does not begin with a predetermined technology purchase.
Will our organization own the solutions and data assets?
Yes. Your organization retains ownership of its data, environments, implementation assets, models, reports and documentation, subject to clearly disclosed third-party licences.
Can you work with our existing ERP and applications?
Usually. Feasibility depends on available APIs, database access, export capabilities, security requirements and vendor cooperation. The objective is to make better use of information already contained in existing systems, not to replace useful applications unnecessarily.
Do you provide AI solutions?
AI may be considered where it addresses a justified business requirement. Reliable data, clear context, appropriate access and governance come first. AI is one possible use of a sound information foundation, not the centre of every engagement.
Personal delivery and responsible continuity.
Who performs the work?
I personally lead and perform the core strategy, architecture, implementation, analytics, governance and improvement work. If specialized or additional capacity becomes necessary, it is discussed and approved before another person is involved.
What participation is required from our company?
I need an accountable business sponsor, appropriate cooperation from IT and system vendors, and periodic input from people who understand the processes and information. Your organization remains responsible for business priorities, policies and definitions; I remain responsible for the agreed capability.
What happens if Uelber is unavailable?
The practice uses client-owned environments, controlled credentials, source control, deployment records, documentation, operating procedures and recoverable configurations. Specific continuity and support arrangements are agreed according to the importance of the managed systems.
How do you protect confidential information?
Access follows least-privilege principles and remains in client-controlled environments wherever practical. Confidentiality, credential handling, data location, backups, incident responsibilities and access removal are defined before sensitive work begins.