The work is the same work: coding, cleansing, harmonization, keeping the records readable by an agent. What changes is who holds the queue, who answers for coverage, and what happens in the weeks nobody on your side has time.
A catalog is not a project that finishes. Three things differ when the queue belongs to someone else.
A new item in your list is identified and worked without anyone on your side opening a ticket. Backlog stops being a thing you plan around.
Quality is not asserted. A reference set is built for your products and your attributes, every model is measured against it before delivery, and the metrics are agreed with you up front.
Coverage is measured against your own product list, so the quarterly question becomes what the catalog looks like rather than how many hours went into it.
Each of these runs on its own if you would rather keep the queue. Managed Catalog is the same four held to a standing commitment.
“The relationship between Coca-Cola and Harmonya has truly felt like a partnership. We treat them as an extension of our team.”
Rylee Rogers
Fmr. Category Sales Advisor
“Before Harmonya, we couldn’t track competitor innovations online effectively. Now we can see how fast they’re scaling, just like we do in brick and mortar.”
Michael Mackezyk
Senior Manager, Data Capabilities
"Harmonya is becoming a powerful unlock across our organization—it's being explored as a cross-functional innovation, brand strategy, and product development tool."
TJ Hanel
Director Omni-Commerce Retail Media Strategy
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"Harmonya enables us to efficiently uncover deeper insights into consumer sentiment and product ingredient preferences, allowing us to identify actionable opportunities to meet shopper needs and enhance category shopability"
Kristina Foreman
Category Analyst
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"Harmonya is elevating and enhancing the way we analyze and tell stories with data. The platform enables us to uncover deeper insights that have measurable impact. The team is collaborative, innovative, and truly invested in our success!"
Savita Kharbas
Senior Director of Category and Consumer Insights
“With Harmonya’s review data, we can quantify what customers are saying and compare which products meet their needs best—not based on what we say, but on what they say.”
Rylee Rogers
Fmr. Category Sales Advisor
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"Working with Harmonya has been a game-changer – keeping us deeply engaged through new product releases while empowering us to turn complex data into clear, actionable insights."
Wendy Fan
Commercial Strategy Manager
“What Harmonya came up with was an AI-powered solution that helped us match 2,000 missing items. That gave us visibility into $1.7 billion in annual sales we were previously blind to.”
Michael Mackezyk
Senior Manager, Data Capabilities
"The Harmonya team has played a vital role in finding insights on texture, flavor, and nutritional content across our competitive set, identifying innovation whitespace, and sparking additional conversations as we develop concepts for our brands."
Bailey Harrison
Senior Associate Brand Manager
Plenty of teams want the data without handing over the queue. That is the same work, delivered as a feed you run yourself.
Take the attributes Harmonya already maintains, deepen the ones you own, or compute a definition you set. Same record, delivered into your stack.
Thirty minutes on your categories. How the attributes get built, and the questions your team could put to them.
