A CIO.com column argues that product teams should build for the real world — the messy, situated lives of actual users — rather than for "the market," the aggregated abstraction that spreadsheets, segment models, and TAM calculations describe.

The distinction matters for how roadmaps get built. When a product team optimizes for "the market," it plans against averages: the median buyer, the total addressable spend, the category growth rate. When it builds for the real world, it plans against constraints — the specific context in which a nurse, an accountant, or a warehouse supervisor encounters the product at 4 p.m. on a Tuesday.

What does the column actually argue?

The piece, published on cio.com under the title "How to build products for the real world, not the market," makes a directional claim rather than offering a step-by-step framework. Its core move is definitional: separate the market — a statistical construct used for sizing and investor communication — from the real world, the operating environment where products succeed or fail.

That framing has practical consequences for practicing product managers:

• Discovery work should anchor in observed behavior and context, not in segment labels or persona documents inherited from marketing.
• Success metrics tied to market share can diverge from metrics tied to user outcomes; a product can win its category while quietly failing its users.
• Roadmap decisions justified purely by market sizing risk shipping features nobody in a real workflow can absorb.

Where does this framing hold — and where does it break?

The argument is strongest in categories where context dominates: enterprise tools embedded in regulated workflows, healthcare systems, logistics platforms. In these environments, the gap between the abstract user and the situated user is where most product failures live.

It is weakest where market signals genuinely are the product's reality. In fast-moving consumer categories, network-effect platforms, or winner-take-most markets, ignoring market dynamics in favor of deep individual context can mean losing distribution while perfecting the experience for a handful of users. The tradeoff is real: real-world depth costs research time and often narrows addressable scope; market-driven breadth ships faster but risks building for nobody in particular.

The failure mode to watch is treating this as an either/or. Teams that abandon market analysis entirely lose the ability to prioritize economically; teams that never leave the market model build well-researched features for users who do not exist as described.

What should PMs do with this on Monday?

The column's thesis maps onto practices many teams already half-own. Audit your current roadmap items and ask, for each one, whether the evidence behind it is a market document or an observed workflow. Where the answer is a segment deck, flag it as a hypothesis, not a requirement — and route it through discovery before it consumes an engineering quarter.

A practical check: for every metric on your dashboard, can you name the real-world behavior it proxies? If activation rate rises but you cannot describe the workflow state that improved, the market lens is doing work the real-world lens should be doing.

As product orgs face pressure to instrument everything and compress discovery cycles, expect the discipline of grounding roadmaps in situated, observed reality — rather than in market abstractions — to become a sharper differentiator between teams that ship and teams that churn.