AECOM vs Helicone
Side-by-side comparison of AI visibility scores, market position, and capabilities
Dallas global infrastructure consulting (NYSE: ACM) at $16.1B FY2024 revenue with record $24.6B backlog Q3 2025; CEO Troy Rudd 3x market cap growth targeting data center/energy transition competing with Jacobs for complex infrastructure programs.
About
AECOM is a Dallas, Texas-headquartered global infrastructure consulting firm — publicly traded on the New York Stock Exchange (NYSE: ACM) — providing public and private sector clients with professional services across the project lifecycle: advisory and program management, planning, design and engineering, and construction management for transportation, buildings, water, energy, and environment infrastructure sectors. In fiscal year 2024, AECOM reported $16.1 billion in revenue with 51,000 employees globally, reaching a record-high total backlog of $24.6 billion in Q3 FY2025 — representing strong pipeline growth driven by US infrastructure bill funding (IIJA), defense and government facility modernization, and data center and energy infrastructure expansion. Under CEO Troy Rudd (since 2020), AECOM's market capitalization has nearly tripled through a strategy focused on high-complexity infrastructure programs. Fortune 500 #291 (2023). AECOM traces its history to predecessors founded in 1910.
SF YC W23 open-source LLM observability with single-line integration processing 2.1B+ requests for 800+ companies daily; monitoring OpenAI/Anthropic with cost tracking and prompt analytics competing with LangSmith for AI application observability.
About
Helicone is a San Francisco-based open-source LLM observability and monitoring platform — backed by Y Combinator (W23) — providing AI application developers and engineering teams with comprehensive visibility into their large language model deployments: request logging, latency monitoring, cost tracking, prompt analytics, caching, and access to 100+ AI models through a unified gateway — with single-line code integration for OpenAI, Anthropic, LangChain, and other major AI providers. Processing 2.1+ billion requests and supporting 800+ companies in production daily, Helicone enables developers to monitor AI application performance, debug prompt failures, track per-user costs, and optimize model selection across the fragmented LLM provider ecosystem. Founded in 2023 by Justin Torre, Scott Nguyen, and Cole Gottdank.
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