Ramp launches Glass AI workspace after reporting $1.5 million week of token spend
In brief
- Ramp CEO Eric Glyman announced Glass, an internal AI workspace, on October 13, 2026.
- Ramp says it spent $1.5 million on AI model tokens in a single week in May.
- Glass's marketplace holds more than 350 reusable skills, according to Crypto Briefing.
- A reported 30% AI cost cut applies only to certain Ramp accounts.
- Glass access is limited to early signup through Ramp's website.
What Glass does
The core idea is simple. When a workflow works once, Glass saves it and packages it so other users can reuse it (instead of rebuilding it from a blank prompt), according to Crypto Briefing's report on the launch. The main feature is a marketplace holding more than 350 reusable skills.
Glass sets itself up automatically through Single Sign-On (SSO) and connects to the internal tools Ramp already uses. Its split-pane interface shows the AI and the user's work side by side. It also has automation, plus persistent memory that keeps context between sessions.
Early access signups are open through Ramp's website.
The token bill behind it
Tokens are the small chunks of text that large language models read and write, and providers bill customers based on how many get processed. That's the meter Ramp is trying to manage. The company says it spent $1.5 million on AI model tokens in a single week in May, and that figure comes from Ramp, as reported by Crypto Briefing. It hasn't been independently verified.
Glass has reportedly cut Ramp's AI costs by 30% in certain accounts.
That's certain accounts, not across the board, so it isn't a figure outside companies can assume they'd match.
An AI-heavy shop
Ramp says 99.5% of its workforce has adopted AI internally. The company also says its internal software factory, called Inspect, handles more than two-thirds of its code development. Neither number has been independently confirmed. Ramp has expanded its services to include tools that help businesses manage AI token spending across providers including OpenAI, Anthropic and Gemini.
Glass started out as an internal workspace, and with access limited to early signup, there aren't broad real-world results yet. Whether the 350-skill marketplace and the reuse model hold up outside Ramp is the open question for anyone weighing it.
Frequently asked questions
What is Ramp's Glass AI workspace?
Glass is an internal AI workspace from Ramp that turns company-specific knowledge and workflows into reusable tools. A workflow that works once is saved, packaged and reused by other users. Its main feature is a marketplace of more than 350 reusable skills, and it also includes automation and persistent memory between sessions.
Did Glass actually cut Ramp's AI costs?
Glass reportedly cut Ramp's AI costs by 30% in certain accounts. That reduction applied to certain accounts, not across the board. Glass started as an internal workspace and access is limited to early signup, so broad real-world results haven't been seen yet.
What are AI tokens and why do they cost money?
Tokens are the small chunks of text that large language models read and write. Providers bill customers based on how many tokens are processed. Ramp says it spent $1.5 million on AI model tokens in a single week in May.
