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Understanding Address Quality Management

Address Hygiene and Data Quality

This hub brings together GrayHair’s address quality management thinking, from foundational concepts and USPS tools to edge cases, business risk, and hands‑on training.

The content reflects real‑world thinking, based on decades of working with USPS standards, address data, and production mailing environments.

One principle guides everything here: Nothing is 100%. 

Address quality is about managing probabilities, tradeoffs, and risk — not chasing perfection.

Featured: Address Quality Series

This 8 article series covers the core concepts and practical realities of address data quality for mailers and data professionals. Topics include USPS address standards (Pub 28), CASS™ certification, NCOALink® move updates, ACS™ data, best practices for address entry and delivery, and how to build a reliable, end-to-end address quality strategy.

Why Address Quality Matters: The $20+ Billion Problem Hiding in Your Mail

Twenty billion dollars each year is wasted on mail that never reaches its intended destination. The question isn’t whether address quality matters. The question is: how much is it really costing you?

Understanding Pub 28: Your Roadmap to USPS Address Standards

USPS Publication 28, formally titled “Postal Addressing Standards,” is the definitive reference for how addresses should be formatted, structured, and validated in the United States. Think of it as the Rosetta Stone for anyone dealing with address data.

CASS™ Certification Explained: What Those Codes Really Mean

In this article, I’ll explain what CASS™ actually does, why it matters, and most importantly, what all those cryptic codes in your CASS™ reports are trying to tell you. Because those codes aren’t just technical noise. They’re decision-making tools.

NCOALink®: Beyond the Basics of Move Updates

I once worked with a marketing director who was frustrated that NCOALink® kept “deleting” her best customers. When I asked what she meant, she explained that every time they ran NCOALink®, thousands of records got flagged with moves, and her mail counts dropped significantly.

ACS™ Data: The Missing Link in Your Address Quality Strategy

Here’s a scenario I see more often than not: A mailer runs CASS™, processes through NCOALink®, qualifies for all the postage discounts, and still experiences undeliverable rates of 5% or higher. They’re frustrated because they followed all the rules, checked all the boxes, and the mail still isn’t getting delivered.

Making Smarter Decisions: How to Connect CASS™, NCOALink®, and ACS™

Address quality best practices isn’t about running each process in isolation. It’s about connecting the dots between CASS™, NCOALink®, and ACS™ data (all of the data) to make smarter decisions at every stage. Let me show you how.

Address Quality Best Practices: From Entry to Delivery

Address quality isn’t a single process. It’s a lifecycle that begins the moment an address enters your system and continues through database maintenance, just-in-time processing, mailing, and return mail handling. Excellence at one stage means nothing if you’re failing at another.

The #1 Rule in Address Quality: Nothing is 100% (And Why That's OK)

Early in my career, I spent hours explaining to a client why their deliverability would never reach 100%, no matter how much they invested in address quality. They were frustrated. They’d implemented CASS™, NCOALink®, and ACS™. They’d improved their data entry processes. They’d done everything right.

Upcoming Events

Join industry experts and peers as we explore new ideas, share practical strategies, and discuss the trends shaping our field.

National Postal Forum: Address Quality 101 (#NPF2026)

The 2026 National Postal Forum (NPF) will be held at the Phoenix Convention Center in Phoenix, Arizona.

Monday – May 4 @ 1:00 PM – 2:00 PM
Period 5 – Room 224 A
Adam Collinson, Earl Jones

Whether you are new to address management, seeking a refresher or interested in catching up on recent changes, our workshop covers essential address standards and requirements for both USPS and businesses. 

National Postal Forum: The Great Slowdown: Rethinking Movers (#NPF2026)

The 2026 National Postal Forum (NPF) will be held at the Phoenix Convention Center in Phoenix, Arizona.

Monday – May 4 @ 4:00 PM – 5:00 PM
Period 7 – Room 222 AB
Carol Kliewer with Panalists: Adam Collinson, Benjy, Start Blackwood

From NCOA intelligence and address hygiene to new mover journey mapping, this panel will explore how to find and engage consumers during a time of unprecedented mobility stagnation.

Concepts & Principles

Foundational ideas, models, and mental frameworks. Examples: accuracy vs. precision, why nothing is 100%, address characteristics.

Address Quality Best Practices: From Entry to Delivery

Address Quality Best Practices: From Entry to Delivery

By Adam Collinson Address Quality Series · Article 7 of 8 · [See all articles →] I recently worked with a company that had invested heavily in CASS™ processing and NCOALink®. Their just-in-time address quality processes were excellent. Yet they were still not getting...

The #1 Rule in Address Quality: Nothing is 100% (And Why That’s OK)

The #1 Rule in Address Quality: Nothing is 100% (And Why That’s OK)

By Adam Collinson Address Quality Series · Article 8 of 8 · [See all articles →] Early in my career, I spent hours explaining to a client why their deliverability would never reach 100%, no matter how much they invested in address quality.  They were frustrated....

Accurate Addressing: Beyond Horseshoes and Hand Grenades

Accurate Addressing: Beyond Horseshoes and Hand Grenades

By Adam Collinson Close Enough Is NOT Good Enough For Accurate Addressing. When I entered the Address Quality world over 2.5 decades ago, I was surprised to learn that over 25% of mail submitted to the USPS was undeliverable as addressed, with more than 70% of these...

USPS Tools & Standards

Explains technical postal tools, services, and data sources (ACS™, NCOALink®, IMb™, etc.).

Understanding Pub 28: Your Roadmap to USPS Address Standards

Understanding Pub 28: Your Roadmap to USPS Address Standards

By Adam Collinson Address Quality Series · Article 2 of 8 · [See all articles →] If you work with mailing operations for more than a week, someone will eventually tell you to "check Pub 28." It's delivered with the same confidence as a mechanic telling you to check...

NCOALink® : Beyond the Basics of Move Updates

NCOALink® : Beyond the Basics of Move Updates

By Adam Collinson Address Quality Series · Article 4 of 8 · [See all articles →] I once worked with a marketing director who was frustrated that NCOALink® kept "deleting" her best customers. When I asked what she meant, she explained that every time they ran...

ACS™ vs. NCOALink®: What’s the Difference?

ACS™ vs. NCOALink®: What’s the Difference?

By Adam Collinson If you’ve been in the mailing world for more than five minutes, you’ve heard two acronyms tossed around: ACS™ (Address Correction Service) and NCOALink® (National Change of Address). Both are critical tools for managing undeliverable-as-addressed...

Edge Cases & Advanced Challenges

Real-world complexities, exceptions, and scenarios where postal logic breaks.

CASS™ Certification Explained: What Those Codes Really Mean

CASS™ Certification Explained: What Those Codes Really Mean

By Adam Collinson Address Quality Series · Article 3 of 8 · [See all articles →] Every year, I meet mailers who proudly announce they're "CASS™ certified" as if it's a badge of honor.  I hate to break it to them, but that’s not how it works. CASS™ doesn't certify...

Making Smarter Decisions: How to Connect CASS™, NCOALink®, and ACS™

Making Smarter Decisions: How to Connect CASS™, NCOALink®, and ACS™

By Adam Collinson Address Quality Series · Article 6 of 8 · [See all articles →] A mailer once asked, "We're running CASS™, processing through NCOALink®, and using ACS™. Our deliverability still isn't where we want it. What are we doing wrong?" The problem wasn’t the...

Business Risk & Cost

Explores the impact of UAA mail, operational risks, and cost structures.

Why Address Quality Matters: The $20+ Billion Problem Hiding in Your Mail

Why Address Quality Matters: The $20+ Billion Problem Hiding in Your Mail

By Adam Collinson Address Quality Series · Article 1 of 8 · [See all articles →] When I talk to business leaders about address quality, I often get a polite nod followed by "Yeah, we run CASS™." It's a bit like someone telling me they maintain their car by putting gas...

ACS™ Data: The Missing Link in Your Address Quality Strategy

ACS™ Data: The Missing Link in Your Address Quality Strategy

By Adam Collinson Address Quality Series · Article 5 of 8 · [See all articles →] Here's a scenario I see more often than not: A mailer runs CASS™, processes through NCOALink®, qualifies for all the postage discounts, and still experiences undeliverable rates of 5% or...

The Cost of Undeliverable Mail: A Billion-Dollar Preventable Problem

The Cost of Undeliverable Mail: A Billion-Dollar Preventable Problem

Undeliverable mail isn’t just a bother; it’s a measurable drain on business performance. Every returned or wasted mail piece represents lost printing costs, postage, time, and opportunity. This infographic breaks down the true cost of undeliverable mail and how USPS’s...

Webinars & Resources

Links to recorded sessions, CIPCC webinars, and expert videos.

Understanding Address Quality: Top 10 Q&A

Understanding Address Quality: Top 10 Q&A

1) Q: I am using a Secure Destruction STID, the IMb is still readable, why am I getting pieces physically returned. A: It depends - there are multiple reasons. 1) the barcode became unreadable. 2) Pieces that need to go to a CFS site for UAA processing and are...

Address Mechanics: Planning Your Trip

Address Mechanics: Planning Your Trip

https://youtu.be/Mo81z1SyFNI?si=jc-atet6DQ3jTvoT GrayHair Software and The Berkshire Company present an insightful webinar on "Address Mechanics: Planning Your Trip." Just as you always check the tire pressure before an important trip, when it comes to mailing, there...

Training Courses

For information about GrayHair’s Address Quality Management training courses, get in touch today.

Address Quality Management Training Courses

Ready to improve your address data quality? Our training includes:

  • Section 1: USPS & Industry Orientation
  • Section 2: Fundamentals of Address Quality
  • Section 3: Core Address Quality Process
  • Section 4: GrayHair Services & USPS Integration
  • Section 5: Analysis, Interpretation & Strategy

About Adam

Adam is one of the postal industry’s leading experts on all aspects of address hygiene and data quality services. For 20+ years, he has brought expert knowledge of how address quality management tools and processes can enhance the postal and business operations of some of the largest operations in the country.

As the industry’s “Address Quality Guru”, he is constantly involved in leading postal initiatives, associations, and work groups including being the MTAC Industry Focus Area Leader (Data, Technology, and Addressing) and AMEE Association Rep. He is also a key speaker at numerous venues such as PCC events, the National Postal Forum and Xplor.

When I entered the Address Quality world over 2.5 decades ago, I was surprised to learn that over 25% of mail submitted to the USPS was undeliverable as addressed, with more than 70% of these issues related to Change of Address. Shockingly, most of this mail still got delivered thanks to the extra efforts of USPS carriers and clerks.

When the address was “close enough,” there was a high probability that the piece would still get delivered consistently. Today, relying on that method is ill-advised and no longer as reliable.

-Adam Collinson, Director of Address Intelligence, GrayHair Software

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