Ramp AI Spend Intelligence: what it covers, and what it doesn't

The market signal behind the raise

Ramp raised $750M at a $44B valuation in June 2026 and launched Ramp AI Spend Intelligence alongside it, describing the problem as a "trillion-dollar AI blindspot." The language is accurate. The Ramp AI Index, published at launch, found a 680x gap between the median company's AI spend ($11.38 per employee per month) and the top 1% ($7,450). Most companies have no clear picture of where their AI budget is going or whether it is generating return.

This is not a Ramp-specific finding. Accenture's agentic AI strategy lead confirmed in a leaked internal meeting in June 2026 that "spend is becoming very unpredictable; and leadership, especially at the CFO, COO, and CIO level, are still asking the question of whether they're getting value from what we're spending on in the context of AI." Uber capped engineer AI tool spend after burning through its entire annual AI budget in four months. Walmart imposed token limits across its AI stack. The cost discipline moment has arrived.

What Ramp AI Spend Intelligence does

Ramp AI Spend Intelligence pulls token-level usage data directly from Anthropic, OpenAI, and OpenRouter and surfaces it inside Ramp's existing expense management dashboard. If your company uses Ramp as its finance and expense platform, you get a continuous view of your AI spend alongside your other business costs. It is a monitoring layer built into infrastructure you are already paying for.

For companies already on Ramp, this is a genuinely useful addition. Ramp's 70,000-plus business customer base means a large number of companies now have AI cost visibility they did not have before. Ramp's marketing budget will build awareness of the AI token spend category faster than any startup could.

Who it is built for

Ramp AI Spend Intelligence is built for Ramp customers. To use it, your company needs to be on Ramp's expense management platform. Ramp's core customer base is US-based; its UK and EEA card infrastructure only launched recently via Stripe and is not yet matched by a UK accounting partner network. If your company operates outside the US, or uses a different expense platform, you are not the product's current target.

What it doesn't cover

Ramp is a monitoring tool. It tells you what you are spending going forward. It does not tell you which specific workflows are running on the wrong model tier, what your prompt caching behaviour should be, which task types are generating the most avoidable spend, or what specific changes would reduce your monthly bill by how much and in which order to prioritise them.

It surfaces the data. It does not produce the diagnostic. The gap between "here is your spend" and "here is what to change and why" is where most engineering teams and CFOs are currently stuck.

It is also a subscription that requires a platform commitment. If you want to understand your AI cost picture before committing to any monitoring platform, you need a diagnostic first.

How they compare

	Ramp AI Spend Intelligence	TokenomicsIQ
Requires Ramp account	Yes	No
UK and EU companies	Limited	Yes
Pricing model	Platform subscription	Fixed fee ($3,500 baseline report; $1,250 delta report)
Monitoring vs. diagnostic	Ongoing monitoring	One-time diagnostic
CFO-readable report	Dashboard view	Structured PDF report
Workflow-level recommendations	No	Yes, ranked by saving
Works with OpenRouter, Anthropic, OpenAI	Yes	Yes
Data stored after delivery	Yes (platform data)	No (processed and deleted)
Integration required	Ramp platform	CSV upload only

Where a fixed-fee diagnostic fits

TokenomicsIQ is not a monitoring platform. It is a one-time diagnostic that produces a CFO-readable report. Your team exports a usage CSV from OpenRouter, Anthropic, or OpenAI, uploads it, and within 30 minutes you have a structured PDF: spend by model, spend by task type, ranked inefficiencies, and specific routing recommendations with projected monthly savings. $3,500 fixed fee. No Ramp account required. No integration. Works for any company, on any expense platform, in any geography.

The diagnostic and the dashboard serve different moments. The diagnostic tells you what you are dealing with and what to change. The dashboard tells you whether the changes worked. If you are considering Ramp AI Spend Intelligence, running a TokenomicsIQ diagnostic first gives you the workflow-level baseline the dashboard needs to be meaningful. If you are not a Ramp customer, or you operate in the UK or EU, TIQ gives you the cost picture Ramp cannot currently reach.

Ramp validates the problem. TIQ answers it for the companies Ramp does not yet serve, and produces the report that makes any subsequent monitoring decision a better-informed one.