White Paper · Cross Vendor AI

Get the Enterprise AI Credits Playbook

Seven vendors invented a credit currency in 2026. This playbook puts them on one comparable table and names the buyer side lever for each, from the agentic multiplier to the overage cliff.

Format PDF + HTML
Read Time 18 Minutes
Last Updated July 3, 2026
What you will take away
  • The one table that compares seven AI credit currencies on unit price, allowance, overage, rollover, and multiplier
  • Why the agentic multiplier, not the unit price, decides the bill
  • How the vendor first year estimate ran 40 to 70 percent below actual burn
  • The rollover and spend floor levers that cut effective overage cost 20 to 35 percent
  • The 2026 renewal triggers for every vendor, on one calendar
500+Enterprise Clients
$2B+Under Advisory
7Credit Currencies
100%Buyer Side
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HomeGenAI HubWhite PapersEnterprise AI Credits Playbook

What is inside the Enterprise AI Credits Playbook?

A single comparable view

The playbook is a buyer side reference that compares seven vendor AI credit currencies on one basis and names the negotiation lever for each. It is built from live engagement data, not vendor marketing.

Key takeaways

  • Seven credit currencies now sit across a typical enterprise estate, each quoted out of context.
  • The agentic multiplier of five to ten times an interactive prompt drives the bill, not the unit price.
  • The vendor first year estimate ran 40 to 70 percent below actual burn once agents were enabled.
  • Rollover plus a committed spend floor cut effective overage cost 20 to 35 percent.
  • The 2026 renewal triggers cluster in mid year and can be aligned on one calendar.

What we saw across AI credit negotiations in 2025 and 2026

Across roughly 30 to 40 enterprise AI credit and consumption negotiations Fredrik Filipsson and the team ran or benchmarked between 2025 and 2026, three patterns recur. Every account team framed its own credit as the cheap one.

  • The first year estimate ran 40 to 70 percent below the actual burn once agentic features were on.
  • Rollover and a committed spend floor cut effective overage cost 20 to 35 percent versus default terms.
  • Autonomous agents drew five to ten times the credits of an interactive prompt.

How do the seven AI credit currencies compare?

Unit price, allowance, and multiplier side by side

The currencies compare only when unit price, allowance, overage, and the agentic multiplier sit side by side. The snapshot below previews the full table in the paper.

Vendor currencyUnit basisRolloverRenewal trigger
SAP AI UnitsPer action, list undisclosedOften noneCloud renewals from July 2026
Oracle AI Units0.01 per AI UnitYes, packs roll overFusion 26C from July 2026
Microsoft Copilot Credits0.01 per credit; ACUs pre purchasedCapacity typically expiresAgent Store from 22 April 2026
AWS Bedrock AgentCore0.0895 per vCPU hourNot applicableConsumption, no fixed renewal
Google Agent Engine0.0864 per vCPU hourNot applicableGateway billing from 13 July 2026

The primary sources

The primary sources behind these figures are the vendor pages themselves: SAP Business AI, Oracle Fusion AI, AWS Bedrock AgentCore, and Google Vertex AI pricing.

Where the common advice on AI credit pricing is wrong

The standard account team pitch is that the per credit unit price is low, often near one cent, so buyers should not worry about consumption. We disagree. In roughly 30 to 40 negotiations we ran or benchmarked, the unit price was the least important number and the agentic multiplier was the most important, because one autonomous run consumed five to ten interactive prompts of credits and the vendor supplied first year estimate ran well below actual burn. The buyer side move is to negotiate the multiplier, the allowance, rollover, and a spend floor before a single agent goes live.

Finance and procurement leaders reviewing multi vendor AI consumption charts on a screen
The playbook normalizes every vendor meter to effective dollars per useful action, the only cross vendor comparison that holds.
7
Credit currencies to govern
5 to 10x
Agentic burn per prompt
30%
Overage cut from rollover and a floor

Source: Redress Compliance advisory engagement file, 2024 to 2025.

How does the playbook connect to our vendor coverage?

The six cluster program

The playbook is the hub of a six cluster program. Each vendor pillar goes deep on one currency, and the cross vendor pillar binds them together.

The unit price is the number the vendor wants you to compare. The agentic multiplier is the number that decides the bill.

What to do next

From download to governed position

Unlock the paper, then run the short sequence it lays out.

  1. Enter your work details above to open the full playbook and comparison table.
  2. Inventory every AI credit currency live in your estate.
  3. Normalize each meter to effective dollars per useful action.
  4. Model the agentic multiplier before your next renewal.
  5. Negotiate rollover and a committed spend floor on every currency that allows them.

Frequently asked questions

What is the Enterprise AI Credits Playbook?

It is the buyer side playbook that puts seven vendor AI credit currencies on one comparable table and names the levers for each. It covers SAP AI Units, Oracle AI Units, Microsoft Copilot Credits, Workday Flex Credits, ServiceNow Assist consumption, AWS AgentCore, and Google Agent Engine.

Who should read it?

Procurement, IT finance, and sourcing leads facing an AI credit renewal should read it. Anyone signing a consumption based AI contract in 2026 needs the agentic multiplier and overage math before signature, not after the first invoice.

What will it help me negotiate?

It helps you negotiate the agentic multiplier, the included allowance, rollover, and a committed spend floor across every credit currency at once. Buyers who won rollover and a floor cut effective overage cost by 20 to 35 percent.

Do I have to talk to a salesperson to read it?

No. Enter your work details and the full playbook opens on this page. There is no follow up sales call unless you ask for one.

Is the pricing data current?

Yes. The figures track the 2026 vendor announcements, including Microsoft Agent Store billing from 22 April 2026 and Google Agent Engine gateway billing from 13 July 2026, and match the cross vendor pillar to the number.

Enterprise data operations center representing multi vendor AI consumption
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Buyer side intelligence, monthly

One letter a month. Negotiation moves, audit signals, and price book shifts across every AI credit currency.