# Ramp: AI strategy Source: https://www.bankingnewsai.com/fintech/ramp/ai-strategy Last updated: Oct 22, 2026 *Part of the [Ramp AI strategy profile](https://www.bankingnewsai.com/fintech/ramp).* ## What is Ramp's AI strategy? Ramp's stated AI strategy is to do finance work on its customers' behalf with agents, and to sell control over the AI bill itself. In its July 30, 2025 funding post Ramp set out a timeline: agents take over finance busywork by 2026, finance runs in parallel by 2027, when Ramp aims for users to get 30x more done per minute, and autonomous AI with human oversight arrives by 2028. The products followed in sequence: policy agents (July 2025, available to all Ramp Plus customers in January 2026, by which time more than 1,000 finance teams used them), agents for accounts payable (October 2025), the Accounting Agent (February 2026), procurement agents (April 2026), Ramp Stack for accounting firms (June 2026) and Accounts Receivable agents (September 2026). A second line manages AI spending: token spend management (April 2026), Router.com (August 2026) and the Glass workspace (October 2026). CEO Eric Glyman told McKinsey in March 2026: "If your mission is to save companies time and money, you need to do work on their behalf. That's what AI enables." The org chart moved with it: on June 25, 2026 co-founder Karim Atiyeh became co-CEO and Rahul Sengottuvelu, who led Applied AI, became CTO. Ramp is private and files no annual report, so no AI budget, AI headcount or AI risk factors are on the record, and its agent results are Ramp's own figures. ([Ramp](https://ramp.com/blog/ramp-raised-500m-to-build-the-future-of-finance), [Ramp](https://ramp.com/blog/ramp-agents-announcement), [Ramp](https://ramp.com/blog/ramp-policy-agent-ga-launch), [Ramp](https://ramp.com/blog/ramp-ap-agents-announcement), [Ramp](https://ramp.com/blog/accounting-agent-launch), [Ramp](https://ramp.com/blog/procurement-ai-agents), [Ramp](https://ramp.com/blog/ramp-stack-launch), [Ramp](https://ramp.com/blog/introducing-accounts-receivable), [Ramp](https://ramp.com/blog/trillion-dollar-ai-blindspot), [Ramp](https://ramp.com/blog/router-launch), [Ramp](https://ramp.com/blog/introducing-glass), [McKinsey & Company](https://www.mckinsey.com/industries/financial-services/our-insights/ramps-ceo-on-building-zero-touch-finance), [Ramp](https://ramp.com/blog/welcoming-my-co-founder-karim-as-co-ceo-of-ramp)) ## What have Ramp's leaders said about AI, and when? Statements and moves in date order. Ramp publishes no shareholder letter or annual report; these come from its own posts, its funding releases and interviews. | Statement or move | Who | When | Source | Sources | | --- | --- | --- | --- | --- | | Agents take over busywork by 2026; finance runs in parallel by 2027, aiming for 30x more done per minute (Ramp put the gain at 3x versus two years earlier); autonomous AI with human oversight by 2028, with expense agents clearing 99%+ of transactions without human touch | Ramp | July 30, 2025 | Ramp funding post | [Ramp](https://ramp.com/blog/ramp-raised-500m-to-build-the-future-of-finance) | | The Jolt team joins to work on Ramp's core AI platform; Ramp says it needs "AI architectures, guardrails, and eval frameworks that will work reliably at scale" | Ramp | October 6, 2025 | Ramp blog | [Ramp](https://ramp.com/blog/scaling-ramp-ai-with-jolt-team) | | "If your mission is to save companies time and money, you need to do work on their behalf. That's what AI enables." Glyman also said over a third of Ramp's code was written by AI | Eric Glyman, co-founder and CEO | March 3, 2026 | McKinsey interview | [McKinsey & Company](https://www.mckinsey.com/industries/financial-services/our-insights/ramps-ceo-on-building-zero-touch-finance) | | Intelligence, "paid by the token", is a third pillar of business spend after people and vendors | Eric Glyman | June 4, 2026 | Series F release | [Ramp via PR Newswire](https://www.prnewswire.com/news-releases/ramp-raises-series-f-at-44-billion-valuation-302791103.html) | | "I think that era of tokenmaxxing is nearing its end." | Eric Glyman | June 4, 2026 | CNBC | [CNBC](https://www.cnbc.com/2026/06/04/ramp-valuation-funding-ai-spend.html) | | Atiyeh moves from CTO to co-CEO; Rahul Sengottuvelu, who led Applied AI, becomes CTO. "Strategy decisions are increasingly technology and systems-design decisions" | Karim Atiyeh, co-founder | June 25, 2026 | Ramp blog; Payments Dive | [Ramp](https://ramp.com/blog/welcoming-my-co-founder-karim-as-co-ceo-of-ramp), [Payments Dive](https://www.paymentsdive.com/news/ramp-names-karim-atiyeh-co-ceo-glyman-cto-Rahul-Sengottuvelu/824283/) | | Partner program relaunched around Ramp for Agents, AI token spend management, Ramp Stack and the Ramp Router, with MCP connectors as one integration path to more than 70,000 businesses | Ramp | July 28, 2026 | Ramp blog | [Ramp](https://ramp.com/blog/technology-partner-program) | | Glass opens to outside companies after Ramp burned $1.5 million on tokens in one week in May; "Most companies slow down as they grow. Glass is our promise that yours won't." | Eric Glyman | October 13, 2026 | Ramp blog | [Ramp](https://ramp.com/blog/introducing-glass) | ## Which AI products has Ramp shipped, and in what order? Customer-facing and internal AI products by launch date. Performance figures are Ramp's own. | Product | What it does | Built on | Since | Sources | | --- | --- | --- | --- | --- | | Policy agents (Policy Agent) | Review expenses against a company's policy; at general availability Ramp said teams reclaim 4-5 hours a week and catch 7x more out-of-policy spend | The customer's written expense policy; Ramp has not named the models | July 9, 2025; all Ramp Plus customers from January 13, 2026 | [Ramp](https://ramp.com/blog/ramp-agents-announcement), [Ramp](https://ramp.com/blog/ramp-policy-agent-ga-launch), [Ramp](https://ramp.com/blog/ramp-raised-500m-to-build-the-future-of-finance) | | Ramp Research (internal) | Answers staff data questions in Slack; 1,800+ questions across 1,200+ conversations with 300 users since early August 2025 | Indexed metadata from dbt, Looker and Snowflake; no access to personally identifiable information | August 2025 | [Ramp Engineering](https://engineering.ramp.com/post/meet-ramp-research) | | Agents for AP | Code invoice line items, check for fraud, recommend approvals and complete card payments | Trained on hundreds of thousands of invoices | October 7, 2025 | [Ramp](https://ramp.com/blog/ramp-ap-agents-announcement) | | Inspect (internal) | Background coding agent: about 30% of merged pull requests in January 2026; more than two-thirds of Ramp's code by June 2026 | Ramp's own agent | January 12, 2026 (post) | [Ramp](https://engineering.ramp.com/post/why-we-built-our-background-agent), [Ramp via PR Newswire](https://www.prnewswire.com/news-releases/ramp-raises-series-f-at-44-billion-valuation-302791103.html) | | Accounting Agent | Codes every transaction at the point of swipe, auto-syncs routine spend to the ERP and accrues what is not ready at month-end | Learns from a customer's historical patterns and adjustments | February 12, 2026 | [Ramp](https://ramp.com/blog/accounting-agent-launch) | | MCP server and CLI | Let AI assistants read and act on Ramp data; 2,500+ businesses connected, up from 275 in January 2026, with 50+ finance tools | Model Context Protocol; used from Claude, ChatGPT, Notion AI or a terminal | Figures as of April 16, 2026 | [Ramp](https://ramp.com/blog/ramp-customers-are-running-month-end-with-ai-assistants) | | Token spend management | Tracks company AI spend across providers; Ramp says average monthly token spend across its customers rose 13x since January 2025 | Ramp spend data | April 2026 (early access) | [Ramp](https://ramp.com/blog/trillion-dollar-ai-blindspot) | | Procurement agents; Ramp Stack | Sourcing, compliance checks and negotiation prep; agents for accounting firms' reconciliations and journal entries | Ramp's agent platform | April 29, 2026; June 3, 2026 | [Ramp](https://ramp.com/blog/procurement-ai-agents), [Ramp](https://ramp.com/blog/ramp-stack-launch) | | Router.com | One API to access, evaluate and route traffic across AI models | Routing infrastructure Ramp ran on its own production workloads for three years | August 19, 2026 | [Ramp](https://ramp.com/blog/router-launch) | | OCA on-call assistant (internal) | Investigates incidents and prepares fixes; assisted with 575 of 1,220 incident-fix pull requests in four weeks | Developed with OpenAI's Codex and GPT-5.5, per OpenAI | September 9, 2026 (post) | [Ramp](https://engineering.ramp.com/post/how-we-built-oca-our-ai-on-call-assistant), [OpenAI](https://openai.com/index/ramp) | | Glass | Shared AI workspace holding a company's prompts, workflows and knowledge, with a per-project cost meter | Any model, routed through Router.com | October 13, 2026 | [Ramp](https://ramp.com/blog/introducing-glass) | ## Which models does Ramp use, who runs AI there, and what is not disclosed? OpenAI says Ramp engineers use Codex with GPT-5.5 to review code and that Codex has become a mandatory part of many of Ramp's code review flows; Austin Ray, who leads AI DevEx at Ramp, used it to build the On-Call Assistant. On the customer side Ramp is model-agnostic: Glass works with any model through Router.com, and Ramp's MCP and CLI are used from Claude, ChatGPT and Notion AI. ([OpenAI](https://openai.com/index/ramp), [Ramp](https://ramp.com/blog/introducing-glass), [Ramp](https://ramp.com/blog/ramp-customers-are-running-month-end-with-ai-assistants)) AI sits at the top of the org chart. Since June 25, 2026 the CTO is Rahul Sengottuvelu, who led Applied AI after joining through Ramp's acquisition of his company; the founders tied the change to the AI exponential. In October 2025 Ramp brought in the Jolt team, engineers who built technology to understand large codebases, to improve its core AI platform. ([Ramp](https://ramp.com/blog/welcoming-my-co-founder-karim-as-co-ceo-of-ramp), [Payments Dive](https://www.paymentsdive.com/news/ramp-names-karim-atiyeh-co-ceo-glyman-cto-Rahul-Sengottuvelu/824283/), [Ramp](https://ramp.com/blog/scaling-ramp-ai-with-jolt-team)) Ramp describes AI governance through certification rather than a published policy: its Trust Center lists ISO/IEC 42001:2023, which Ramp says governs AI embedded across all products and services of the Ramp.com platform. ([Ramp](https://trust.ramp.com)) What is not disclosed: Ramp's AI budget or AI headcount, which model providers power its customer-facing agents, its cloud provider, and any independent measurement of agent accuracy. The 15x and 7x out-of-policy figures, the $1M+ in invoice fraud flagged and the routing savings are all Ramp's own claims, and as a private company Ramp files no 10-K with AI risk factors. ([Ramp](https://ramp.com/blog/ramp-agents-announcement), [Ramp](https://ramp.com/blog/ramp-policy-agent-ga-launch), [Ramp](https://ramp.com/blog/ramp-ap-agents-announcement), [Ramp](https://ramp.com/blog/router-launch)) ## What does the Ramp profile record on this topic? | Date | Move | Detail | Sources | | --- | --- | --- | --- | | Oct 13, 2026 | Glass, an internal AI workspace, opens to outside companies | CEO Eric Glyman said Ramp built Glass after a week in which the company burned $1.5 million on AI tokens; it is a shared AI workspace holding a company's accumulated prompts, workflows and institutional knowledge (pulled from Linear, Notion, Google, Slack, Gong and other tools), usable with any model and routed through Router.com, with a running cost meter per project. Ramp says 323 of its own employees made more than 6,500 edits to what Glass knows and that moving Ramp's own AI workloads onto Router cut its model bill 30% overnight; Ramp is now onboarding the first outside businesses to Glass, rather than keeping it an internal tool. | [Ramp](https://ramp.com/blog/introducing-glass) | | Aug 19, 2026 | Router.com opens to all developers | One API to access, evaluate and route traffic across AI models, based on routing infrastructure Ramp has run on its own production workloads for three years; Ramp says it saved customers 40% on cost. | [Ramp](https://ramp.com/blog/router-launch) | | Jun 25, 2026 | Atiyeh becomes co-CEO; applied-AI lead becomes CTO | The founders said decisions of company strategy are increasingly decisions of technology and systems design; Rahul Sengottuvelu, who joined through Ramp's acquisition of his company and led Applied AI, succeeded Atiyeh as CTO. | [Ramp](https://ramp.com/blog/welcoming-my-co-founder-karim-as-co-ceo-of-ramp), [Payments Dive](https://www.paymentsdive.com/news/ramp-names-karim-atiyeh-co-ceo-glyman-cto-Rahul-Sengottuvelu/824283/) | | Jun 10, 2026 | Applied AI Solutions | A service for large enterprises built on the 'Finance Intelligence' semantic layer that powers the agents used by Ramp's own finance team. | [Ramp](https://ramp.com/blog/introducing-ramp-applied-ai-solutions) | | Jun 4, 2026 | $750 million Series F at a $44 billion valuation | Led by ICONIQ, GIC and Ontario Teachers'; Ramp reported over $1 billion in annualized revenue with positive free cash flow, 70,000+ customers, and said its Inspect agent writes more than two-thirds of its code. | [Ramp via PR Newswire](https://www.prnewswire.com/news-releases/ramp-raises-series-f-at-44-billion-valuation-302791103.html), [CNBC](https://www.cnbc.com/2026/06/04/ramp-valuation-funding-ai-spend.html) | | Jun 3, 2026 | Ramp Stack for accounting firms | An AI-native platform on which accountants deploy agents for reconciliations, schedules, journal entries and flux analyses; Ramp says it works with more than 4,500 accounting firms, including 92 of the top 100 CPA firms. | [Ramp](https://ramp.com/blog/ramp-stack-launch) | | Apr 9, 2026 | Token spend management | Ramp said average monthly AI token spend across its customers had risen 13x since January 2025 and launched a product to track AI costs, released in early access in April. | [Ramp](https://ramp.com/blog/trillion-dollar-ai-blindspot), [American Banker](https://www.americanbanker.com/news/ramp-raises-750-million-plans-ai-spending-software) | | Jan 12, 2026 | Inspect, Ramp's own background coding agent | Ramp said about 30% of pull requests merged to its frontend and backend repositories were written by Inspect, a few months after launch. | [Ramp](https://engineering.ramp.com/post/why-we-built-our-background-agent) | | Jul 9, 2025 | Ramp launches its first AI agents | Policy agents for Ramp Plus customers that review expenses; Ramp says they catch 15x more out-of-policy spend than non-AI alternatives, enforce policy with 99% accuracy and escalate only 10-15% of expenses to humans. | [Ramp](https://ramp.com/blog/ramp-agents-announcement) | ## Common questions ### What has Ramp's CEO said about AI? Eric Glyman told McKinsey in March 2026 that if a company's mission is to save customers time and money it has to do work on their behalf, which is what AI enables. In June 2026 he called AI tokens a third pillar of business spend after people and vendors, and told CNBC the era of tokenmaxxing was nearing its end. ### Who leads AI at Ramp? Rahul Sengottuvelu, who led Applied AI at Ramp after Ramp acquired his company, became CTO on June 25, 2026, when co-founder Karim Atiyeh moved from CTO to co-CEO alongside Eric Glyman. Austin Ray leads AI developer experience, according to OpenAI's May 2026 customer story about Ramp. ### What AI products has Ramp launched, and in what order? Policy agents for expense review came first in July 2025, then agents for accounts payable (October 2025), the Accounting Agent (February 2026), token spend management and procurement agents (April 2026), Ramp Stack (June 2026), Router.com (August 2026), Accounts Receivable agents (September 2026) and the Glass AI workspace (October 2026). ### Which AI models does Ramp use? Ramp has not said which models power its customer-facing agents. OpenAI says Ramp engineers use Codex with GPT-5.5 for code review and to build the On-Call Assistant. Glass and Router.com are model-agnostic, and customers connect Ramp to Claude, ChatGPT and Notion AI through its MCP server and CLI. ### Does Ramp disclose how much it spends on AI? No. Ramp is private and publishes no annual report, so there is no AI budget, AI headcount or AI risk-factor disclosure. 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