Mesh Payments vs Adept AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Mesh Payments

EmergingB2B Travel & Expense Management

Corporate Spend Management & Cards

AI-powered corporate spend management and virtual card platform with real-time controls and expense automation. New York NY / Tel Aviv Israel, raised $50M+.

About

Mesh Payments is a corporate spend management platform that provides companies with virtual and physical corporate cards, real-time spend controls, and automated expense management in a single integrated solution. Founded in 2018 and headquartered in New York, New York with development operations in Tel Aviv, Israel, Mesh Payments has raised more than $50 million from investors including Tiger Global Management and Silicon Valley Bank. The company's platform is designed to give finance teams complete real-time visibility and control over company spend across all payment methods and vendors.\n\nMesh's platform uses AI to automate expense categorization, policy enforcement, and reconciliation, reducing the manual work that traditional expense processes require from both employees and finance teams. The virtual card infrastructure allows finance teams to issue single-use cards for specific vendors, set transaction limits, restrict categories, and set card expiration dates, providing granular control over each purchasing decision. The platform integrates with major accounting systems including QuickBooks, NetSuite, Xero, and Sage, pushing coded expense data automatically for reconciliation.\n\nMesh Payments targets technology companies, startups, and growth-stage businesses that need modern spend management capabilities without the complexity of legacy corporate card programs. The company competes with Brex, Ramp, Divvy, and Airwallex in the corporate card and spend management space. Mesh differentiates through its virtual card flexibility, its real-time control granularity, and its AI-powered automation that reduces manual finance work for lean finance teams at fast-growing companies.

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Adept AI

EmergingAI Infra

AI Agents

Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.

About

Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.

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