Scale AI vs ServiceNow

Scale AI — Infrastructure · Private · $29B valuation · 3 of 3 figures sourced  |  ServiceNow — Application · Public · $130.1B mkt cap · 4 of 4 figures sourced

Relationship

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

Aligned comparison

FieldScale AIServiceNow
Size$29B valuation$130.1B mkt cap different basis
Employees1,30029,187 ServiceNow has 22× more
Founded20162003 13 yrs earlier
StatusPrivatePublic
CategoryInfrastructureApplication
Stack layerData service, PlatformAI agent, Application, Developer tool, Platform
HeadquartersSan Francisco, USASanta Clara, USA

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityKnowledge retrieval

Not verified for ServiceNow · 1

Data labelling

Recorded for Scale AI. ServiceNow’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Scale AI · 11

Agent orchestrationAgentic codingCode generationCustomer supportData securityDocument extractionGuardrails and safetyText generationVoice agentSearch answersWorkflow automation

Recorded for ServiceNow. Scale AI’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Scale AI

Platform

Scale DonovanPlatform

AI platform for defence and intelligence users, for searching, summarising and reasoning over operational data.

Scale GenAI PortfolioPlatform

Platform for building and evaluating enterprise generative-AI applications against a customer's own data.

ServiceNow

Platform

AI Control TowerPlatform

Governance layer that inventories every AI agent, model and MCP server in an estate and monitors what they do.

No counterpart

Scale AI sells these in a stack layer with no product recorded for ServiceNow yet — nothing on the other side to compare them against.

Data service

Scale Data EngineData service

Data labelling and curation service producing training and evaluation sets for AI models.

ServiceNow sells these in a stack layer with no product recorded for Scale AI yet — nothing on the other side to compare them against.

Application

AI SearchApplication

ServiceNow's generative-AI and semantic search layer, surfacing answers from knowledge articles, FAQs and platform data across portals, mobile apps and Virtual Agent.

ServiceNow Action FabricApplication

Lets any AI agent (Claude, ChatGPT, Gemini or custom) execute governed ServiceNow actions headlessly through MCP and A2A protocols, applying ServiceNow's own workflow guardrails to third-party agent calls.

ServiceNow Document IntelligenceApplication

AI document-processing app that extracts information from PDFs and scanned documents and classifies multi-page documents by user-defined type, with human-in-the-loop feedback for variable documents.

ServiceNow OttoApplication

An AI assistant that unifies Now Assist, Moveworks and AI Experience into one voice, chat and text interface for completing work across ServiceNow-connected systems.

ServiceNow Predictive IntelligenceApplication

Built-in machine-learning layer that classifies and routes incidents/cases, generates smart recommendations, detects major incidents and predicts resolution times across Now Platform workflows.

AI agent

AI AgentsAI agent

Autonomous agents that execute IT, HR and customer service workflows on the Now Platform.

Build AgentAI agent

Creates and updates ServiceNow applications from natural-language prompts (ServiceNow's vibe-coding / app-building agent).

Developer tool

AI Agent StudioDeveloper tool

ServiceNow's tool for building and testing enterprise AI agents on the Now Platform.