Fractional Data Analytics & Reporting Support
Reliable analytics ownership without hiring full-time
Most organizations don’t lack data — they lack confidence in their reporting. Dashboards drift out of sync, queries become fragile, and no one clearly owns data reliability day to day.
McDonald Web Development LLC provides fractional data analytics support focused on accuracy, maintainability, and trust. We help teams keep their SQL, dashboards, and reporting reliable as the business evolves.
When Analytics Has No Clear Owner
As teams grow, analytics responsibilities are often shared across engineering, operations, or leadership. Over time, this leads to inconsistent reporting, undocumented logic, and dashboards that quietly fall out of date.
Without clear ownership, even good data systems become unreliable.
Conflicting numbers across reports
Dashboards that break without warning
Slow responses to reporting questions
Metrics that aren’t trusted in meetings
Fractional Analytics Ownership
Fractional analytics fills the gap between ad-hoc support and a full-time hire. We take responsibility for maintaining data reliability, prioritizing improvements, and responding when something looks off.
This model provides consistency and accountability without the cost or commitment of building an internal team.
What We Provide
Our work focuses on the operational side of analytics — the tasks required to keep data correct and usable over time.
SQL query optimization and custom views
Power BI dashboard fixes and enhancements
KPI definition and ongoing maintenance
Data validation and accuracy checks
Schema documentation and data dictionaries
Ad-hoc reporting and analysis
How Engagements Work
Engagements are structured as monthly retainers. Each relationship begins with a short discovery and data review to identify the highest-impact issues.
Work is prioritized collaboratively and delivered continuously, with clear communication around progress and changes.
Monthly retainer model
Clear scope and priorities
No long-term contracts
Ongoing visibility into work performed
Who This Is For
Fractional analytics support is best suited for organizations that rely on data for decision-making but lack a dedicated analytics owner.
Growing SaaS teams
Real estate and operations teams
Government and compliance-adjacent organizations
Companies with existing dashboards that are no longer trusted
Why McDonald Web Development LLC
Our work is informed by experience supporting analytics and reporting systems used by large, complex organizations — including publicly traded companies and private firms operating under government contracts. In those environments, reporting accuracy, documentation, and system stability are not optional.
That background shapes how we work:
We prioritize correctness over speed
We document logic and assumptions
We design systems that remain reliable as data and requirements change
Clients work with McDonald Web Development LLC when they need analytics support that is calm, methodical, and accountable — not experimental or ad-hoc.
McDonald Web Development LLC is built around production-level data reliability.
Start With a Data Health Check