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.
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.
London AI agent evaluation engine using LLM judges to detect error patterns and suggest fixes cutting failure discovery from days to hours; YC S23 $5M Creandum-backed with Reddit/Cruise founders competing with Langfuse for agent observability.
Atla is a London, United Kingdom-based AI agent evaluation and improvement platform — backed by Y Combinator (S23) with $5 million raised in a seed round in December 2023 led by Creandum with YC and angels including founders of Reddit, Cruise, Rappi, and Instacart — providing AI agent development teams with an LLM judge-based evaluation engine that automatically analyzes agent traces to identify error patterns, root causes of failures, and fix suggestions, reducing the time to discover and debug recurring agent failures from days to hours for teams building agentic AI applications. Founded in 2023 by Maurice Burger and Roman Engeler with a 10-person team, Atla serves the growing ecosystem of AI agent developers who face the challenge of systematically improving agent reliability without manually reviewing thousands of execution traces.
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.