Chalk AI vs ServiceNow
Side-by-side comparison of AI visibility scores, market position, and capabilities
Chalk is a feature engineering platform that allows ML teams to define real-time and batch features in Python and serve them with sub-millisecond latency for production inference.
About
Chalk is a machine learning infrastructure company founded in 2021 by former Google and Stripe engineers, raising $26M to build a developer-friendly feature engineering platform. The platform allows data scientists and ML engineers to define features as Python functions that Chalk automatically computes, caches, and serves with millisecond latency for real-time model inference. Chalk handles the complexity of managing feature freshness across multiple data sources, computing features on-demand or through scheduled batch jobs, and maintaining consistency between training and serving environments. The company targets high-performance ML applications including fraud detection, credit decisioning, personalization, and real-time recommendation systems where feature latency directly impacts user experience and model effectiveness. Chalk's Python-native interface dramatically reduces the friction of building and maintaining real-time ML features compared to custom Flink or Spark streaming infrastructure. The company differentiates from Tecton and Feast through its emphasis on developer experience and the simplicity of its Python feature definition syntax that requires no distributed systems expertise to use.
NYSE-listed (NOW) enterprise workflow platform at $10.98B revenue serving 85% of Fortune 500; ITSM and AI automation competing with Atlassian and Microsoft for enterprise service management consolidation.
About
ServiceNow is a Santa Clara, California-based enterprise cloud platform — listed on NYSE (NYSE: NOW) — providing IT service management (ITSM), IT operations management (ITOM), customer service management, HR service delivery, security operations, and business process automation across enterprise departments through a unified platform that enables organizations to digitalize and automate workflows at scale. Founded in 2004 by Fred Luddy and generating $10.98 billion in subscription revenue in fiscal year 2024 with 8,100+ enterprise customers including 85% of the Fortune 500 (Apple, Amazon, Nike, Goldman Sachs), ServiceNow is the fastest enterprise software company to reach $10 billion in revenue.
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