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Posts Tagged ‘The Value Standard’

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Most Firms Claim an AI Return Without Knowing the Cost

August 18, 2026

Ninety-eight percent of executives report a return on their AI. Twenty-six percent can see what it costs. A return without a denominator is an impression, not a ratio.

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‘Unit Economics’ Means Something Different to Buyers and Sellers

August 18, 2026

Boards, finance teams and vendors all say unit economics. Each one means a different cost basis, and the buyer that waits for the vendor’s definition has already conceded the measure.

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The New AI Economics Standard Measures Labor Replaced

August 16, 2026

A standards body for AI economics now exists. Its opening measure of value is the share of work done without a person, which prices substitution and never asks whether the promised outcome arrived.

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Every Executive Claims to Sign Off on AI Purchases

August 15, 2026

August survey data shows every executive seat naming itself the signer of AI purchases, while unowned decisions double one level down. No assignment exercise settles contradictory claims. A buyer’s record does.

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How One Gartner Figure Changed Meaning in Business Cases

August 15, 2026

A number restated three times is not three sources. One Gartner figure inverted its meaning in two public steps, and the buyer’s own evidence file is where the standard applies first.

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Vendors Now Hire Staff to Define What Success Means for You

August 14, 2026

A seller-side vendor has made custody of the buyer’s outcome definitions into a permanent staffed role. No equivalent exists on the buyer’s side, and the definitions are being written into the systems that recommend.

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Vendor Total Cost of Ownership Models Miss Your Biggest Costs

August 12, 2026

A TCO model prices what its author can see. The costs that decide the outcome live on your side of the table, and they do not behave like line items.

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Why Buyers Go Quiet With Vendors, and What Gets Through

August 12, 2026

Sellers treat buyer silence as a wall the right technique will breach. It is a line item. Disclosure costs capacity no buyer has, and only one kind of channel scales.

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An ‘Open’ Standard for Value and Pricing Models Is Vendor-Run

August 11, 2026

A specification for computable value models is free, open, and properly licensed. Its governance still sits with a vendor whose commercial thesis is on the roadmap. A free license settles who may use it and leaves open who decides what it says.

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When AI Agents Buy for You, the Seller’s Agent Defines Your Needs

August 11, 2026

Agent-to-agent commerce is being wired with a machine-readable model of the buyer’s value, written entirely on the seller’s side of the table. The buyer’s counterpart artifact does not exist yet.

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