We are excited to announce our investment in VibeIQ, an AI-native product decision platform for apparel and consumer goods. VibeIQ gives merchandising, design, and product development teams one live view of the product line – bringing together visual and creative context with structured product, assortment, and commercial data so teams can make better decisions about what belongs in the line, how it should evolve, and which products ultimately deserve to be backed commercially.
These decisions have enormous economic consequences. Long before inventory is purchased or revenue is recognized, companies commit significant time and capital to developing products – creating concepts, producing samples, allocating resources, and ultimately placing inventory bets. Yet many of the decisions determining which products move forward are still made across spreadsheets, presentations, creative tools, and disconnected enterprise systems.
This fragmentation means teams often operate from different representations of the product line. Feedback becomes separated from the products it concerns. Decision rationale disappears. Creative intent becomes disconnected from commercial constraints. And products can continue moving through development without being evaluated in the context of the broader assortment.
The result is that companies can spend significant time, money, and organizational energy carrying products forward before they know whether those products deserve to survive.
VibeIQ Creates One Live Product Line for Better Product Decisions
VibeIQ brings these historically disconnected workflows and sources of context together, giving teams a shared environment in which to evaluate and shape the product line as it evolves.
That distinction matters because many of the most important decisions in product creation are not made at the individual product level. Teams need to understand whether they have too much of a particular category, what is missing from an assortment, where they are overdeveloping, which options should survive, and how changing one product affects margin, category balance, or regional needs across the broader line.
VibeIQ gives teams the context to make those decisions earlier. Rather than carrying every idea deeper into an expensive development process, organizations can identify stronger products sooner, cut weaker options earlier, and avoid unnecessary samples, development work, inventory commitments, and eventual markdown exposure.
The underlying architecture is an important part of what makes this possible. VibeIQ connects two types of information that have historically lived in separate systems: unstructured visual and creative context and structured product, assortment, and commercial data. It also preserves the feedback, decisions, and rationale surrounding the line as it evolves.
The result is not simply a better way to collaborate. It is a richer decision environment for determining what should – and should not – move forward.
AI Makes Product Decision Quality More Important – Not Less
Generative AI is dramatically reducing the cost and time required to create new concepts, renderings, and product variations. Teams can now generate more possibilities than they could ever realistically develop or commercialize.
We believe this changes where competitive advantage sits. The challenge is increasingly not generating more ideas; it is consistently making better decisions among them.
At the same time, simply adding AI to existing workflows does not solve the problem. When AI operates across the same fragmented spreadsheets, presentations, creative tools, and enterprise systems teams already use, it can create even more versions, options, and information without giving organizations a better way to decide what matters.
VibeIQ takes a fundamentally different approach. People and AI operate against the same live product line, with visual, creative, product, assortment, and commercial context connected as decisions are made. The rationale and feedback behind those decisions remain attached to the line as it evolves.
This shared context gives AI the foundation to do more than generate content. It enables AI to help teams reason across the assortment, surface gaps and duplication, identify potential risks and tradeoffs, and support increasingly complex product decisions.
We believe this combination of human judgment, shared product context, and AI-assisted decision-making represents an important evolution in how consumer products will be created.
VibeIQ Is Building a Foundational Product Decision Platform
Enterprise systems have traditionally been strongest after major product decisions have already been made. PLMs capture specifications. ERPs coordinate operations. PIMs organize and distribute product information. But many of the decisions that ultimately determine revenue, margin, and inventory exposure happen before those downstream systems take over.
VibeIQ is building the platform for this critical decision layer – the place where the product line is evaluated, shaped, and decided before downstream commitments become expensive.
By giving teams a shared view of the line and connecting creative intent with commercial reality, VibeIQ helps organizations answer the questions that determine product economics: What deserves to move forward? What should be cut? Where are we overdeveloping? What is missing? And how does each decision affect the broader assortment?
As AI expands the universe of what teams can create, we believe the ability to answer these questions quickly and intelligently will become even more valuable.
Why We’re Excited to Partner With VibeIQ
We’re honored to partner with Brian Lindauer and the VibeIQ team. They bring deep domain expertise and a strong understanding of the workflows, data, and decision-making challenges that shape the product creation process.
We have been impressed by VibeIQ’s strong customer adoption, capital-efficient growth, clear customer ROI, and thoughtful approach to AI. More importantly, we believe the team is building around a fundamental and widespread problem: consumer companies need a better way to decide which products deserve their time, capital, and inventory investment.
VibeIQ has the opportunity to become the foundational product decision platform where teams and AI work from the same live product line – helping the next generation of consumer brands make better product decisions earlier, before those decisions become expensive.
