AROTIP // Resources
Guides, templates, checklists.
Fourteen working documents on data quality, governance, and migration — the same frameworks we use on client projects. Take what you need.
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Most requestedThe Business Impact of Data Quality: Measuring ROI
How to measure — and maximize — the return on data quality work. Case studies across several industries, practical frameworks, and the metrics that let you put a number on the business impact of your data transformation efforts.
Download white paperData Governance Framework Template
Our most-used template: a complete framework for standing up data governance. Role definitions, responsibility matrices, policy templates, and implementation checklists — ready to customize for proper stewardship and quality control.
Download templateSteal these. Good data practice should spread.
The library
12 documents · Filter by typeData Quality Metrics Dashboard
An Excel dashboard for tracking data quality metrics across your organization — automated trend visualization, custom thresholds, and executive summary views.
Data Lineage Documentation Template
Document data lineage across your systems: map flows, transformations, and dependencies for full traceability and impact analysis.
Data Policy Templates Bundle
The essential data policies in one bundle — quality standards, access controls, retention rules, and privacy requirements. Ready to customize for your organization.
Data Quality Assessment Checklist
Every dimension of data quality — accuracy, completeness, consistency, timeliness, validity — in one checklist for conducting thorough dataset assessments.
Data Migration Readiness Checklist
What a migration needs before it starts: source data assessment, mapping validation, transformation rules, testing protocols, and cutover planning.
Data Security Compliance Checklist
Evaluate your security posture against GDPR, HIPAA, CCPA, and ISO 27001. Find the gaps, then prioritize the fixes.
Calculating the True Cost of Poor Data Quality
The hidden costs of bad data, with frameworks to quantify the impact on operational efficiency, customer satisfaction, and decision-making.
Data Transformation ROI: Industry Benchmarks
Industry-specific benchmarks for data transformation ROI. Compare your organization against peers and find the opportunities.
Building a Data Quality Strategy: Executive Guide
A strategic guide for executives standing up a data quality program — organizational alignment, resource planning, technology selection, and measuring success, with case studies.
Data Cleaning Techniques: Practical Guide
Hands-on data cleaning, step by step: handling missing values, removing duplicates, standardizing formats, and detecting outliers.
Data Governance Implementation Guide
Establishing data governance from scratch: roles and responsibilities, policy development, processes, tools, and measurement frameworks.
Master Data Management: Getting Started
A beginner-friendly path to a working MDM program — domain selection, architectural approaches, technology considerations, and implementation phases.
Beyond the templates
Need something tailored?
These frameworks are generic on purpose. If you'd rather have them adapted to your organization's data — or the work done for you — that's what we do.