Take control of your data and manage it with confidence
In today's data-driven world, managing information assets effectively is critical to business success. Yet balancing data quality, compliance, and usability can be a major challenge. Lakeside Consulting Group helps organizations turn that challenge into a strategic advantage.
As experienced data management professionals, we deliver tailored solutions that ensure your data is accurate, secure, and aligned with regulatory requirements. Our services cover the full spectrum of data management — including data governance, architecture, quality, and compliance and more.
Whether you're launching a new data initiative or refining an existing strategy, Lakeside Consulting Group provides the insight and hands-on support to help you manage your data with confidence and clarity.
From governance to architecture, we help you manage data with confidence.
Data Management Services
Data Governance Program Development
We establish governance frameworks, policies, and stewardship structures that bring order and accountability to your data assets.
Master Data Management
Strategies and implementations that create a single source of truth for your most critical data across systems and teams.
Meta Data Tagging
Systematic metadata tagging that improves data discoverability, classification accuracy, and downstream analytics quality.
Data Acquisition and Sourcing
Guidance on identifying, evaluating, and onboarding new data sources that align with your strategic objectives.
Data Cleansing
Identification and correction of inaccurate, duplicate, or incomplete records to improve reliability and decision-making quality.
Data Validation
Rules-based validation frameworks that ensure data meets quality standards at the point of entry and throughout its lifecycle.
Data Metrics and Reporting
Development of data quality scorecards, KPIs, and dashboards that make the health of your data visible and actionable.
Data Classification
Structured classification schemes that label data by sensitivity, business value, and regulatory requirement.
Data Governance Controls and Requirements
Defining and implementing the controls, standards, and accountability measures that keep your governance program effective.
Data Strategy and Roadmap
A clear, executive-ready data strategy that aligns your data capabilities with long-term business goals and investment priorities.
Data Retention
Retention schedules and disposition policies that reduce storage costs, limit liability, and satisfy regulatory requirements.
Data Discovery
Automated and manual discovery processes to locate, catalog, and understand data across your entire environment.
Frequently Asked Questions
Data management consulting helps organizations organize, govern, and get more value from the data they hold, while reducing the risk that comes with poor data hygiene. Lakeside's consultants assess your current data practices and help build the structure, processes, and documentation to keep data accurate, accessible, and secure.
Data governance is the set of policies, roles, and processes that determine how data is created, stored, used, and retired across an organization. Strong governance establishes clear ownership and accountability, so data stays accurate, consistent, and compliant as it moves between teams and systems.
Data inventory and mapping is the process of cataloging what data your organization has, where it's stored, and how it flows between systems and teams. It's a foundational data management exercise — without it, you can't govern data effectively, retire it responsibly, or trust that reports and decisions are built on accurate information.
Strong data management is what makes privacy compliance achievable in practice — you can't honor a deletion request, restrict access, or respond to a breach if you don't already know what data you have and where it lives. Lakeside helps organizations build data management practices that directly support their privacy obligations, rather than treating the two as separate efforts.
Data flow mapping documents how data moves through your organization — from collection, through internal systems and third-party vendors, to storage or deletion. It reveals where data is exposed to risk along the way, and it's often a required input for privacy impact assessments and regulatory audits.