Valuation Trading Multiples & Precedent Transactions: Enterprise AI Platform Providers
Valuation benchmarks for Enterprise AI Platform Providers. Access public trading comps, EV/EBITDA acquisition multiples, and private market data for pitch books and valuation analysis.
1.1 - Enterprise AI Platform Providers Market Context & Valuation Drivers
Companies in this trading comparable group are public software providers delivering enterprise AI platforms and domain-specific applications. They monetize through subscription and usage-based licensing, complemented by professional services, and focus on deploying AI for predictive analytics, voice interfaces, and healthcare decision support. They are grouped together because they offer scalable, cloud-native AI infrastructure and applications to enterprise and healthcare buyers, driving comparable growth profiles and margin structures.
Typical capabilities include data ingestion and integration pipelines, model training and inference orchestration, MLOps for deployment and monitoring, low-code tools to build AI applications, and advanced NLP and voice engines for conversational interfaces. Many offer vertical healthcare modules such as clinical research platforms, precision medicine analytics, and companion diagnostics decision support. They provide APIs and cloud deployments, security and compliance tooling, and analytics dashboards to operationalize AI at enterprise scale.
Primary customers include enterprise IT and digital teams across industries, as well as healthcare providers and biopharma organizations. Buyers seek operational efficiency, improved decision accuracy, and enhanced user experiences via voice and predictive AI. Valuation benchmarks typically center on ARR growth, gross margins for software versus services mix, net revenue retention and expansion, and bookings or backlog reflecting multi-year platform commitments and embedded use-case expansion.
2. Valuation Analysis: Public Trading Comps & Multiples for Enterprise AI Platform Providers companies
2.1 - Public Peer Groups & Median Valuation Multiples for Enterprise AI Platform Providers sector
Comparable group 1: Enterprise AI Platform Providers
Yidu Tech
- Enterprise value: $●●●m
- Market Cap: $●●●m
- EV/Revenue: ●.●x
- EV/EBITDA: ●●.●x
- Description: Provider of healthcare solutions built on big data and artificial intelligence technologies, offering next-gen diagnostics, clinical research platforms, and precision medicine solutions to transform healthcare delivery and improve patient outcomes globally.
- Key Products:
- Healthcare Solutions: AI-driven diagnostics platforms for medical use
- Clinical Research Platforms: Data-driven clinical research and trial management systems
- Precision Medicine: Personalized treatment plans based on predictive modeling
- Hospital Operations: AI tools to optimize hospital resource utilization
- Data Analytics Services: Big data analytics for healthcare cost management and patient history databases.
Tempus AI
- Enterprise value: $●●●m
- Market Cap: $●●●m
- EV/Revenue: ●.●x
- EV/EBITDA: ●●.●x
- Description: Provider of technology solutions including genomic sequencing, clinical data structuring, image recognition, biological modeling, and AI-powered platforms for precision medicine and optimized therapeutic decisions. Enables real-time, data-driven treatment personalization and the discovery of novel therapeutic targets.
- Key Products:
- Genomic Sequencing: Comprehensive sequencing for genetic insights
- Data Collaborations: Partnerships for shared clinical data analysis
- Biological Modeling: Advanced modeling for biological processes understanding
- Companion Diagnostics: Tools for pairing treatments with genetic profiles
- Clinical Trials Execution: Support for efficient clinical trial operations