New Relic vs Scale AI

New Relic — Infrastructure · Private · Undisclosed  |  Scale AI — Infrastructure · Private · Late-stage · 2 of 2 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

FieldNew RelicScale AI
StageUndisclosedLate-stage
Founded—2016
StatusPrivatePrivate match
CategoryInfrastructureInfrastructure match
Stack layerAI agent, Application, Data service, PlatformData service, Platform
HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 3

Data analysisEvaluation and observabilityKnowledge retrieval

Not verified for New Relic · 1

Data labelling

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

New Relic has no capability Scale AI lacks, among the 3 recorded here.

Products, side by side

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

New Relic

Platform

New Relic AI ObservabilityPlatform

Observability for AI applications: LLM performance, error and cost, token and quality metrics, MCP server call lifecycle, and maps of multi-agent interactions.

Data service

New Relic Ground TruthData service

New Relic Ground Truth combines telemetry, dependencies, incidents and changes into operational context for AI agents.

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.

Scale NucleusPlatform

Scale Nucleus manages datasets and helps ML teams measure and debug model performance.

Data service

Scale Data EngineData service

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

No counterpart

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

Application

New Relic AIApplication

New Relic AI analyzes telemetry data and answers questions about monitored systems.

New Relic Applied IntelligenceApplication

New Relic Applied Intelligence detects anomalies and helps engineers understand and resolve incidents.

AI agent

New Relic AutopilotAI agent

New Relic Autopilot investigates incidents, identifies likely root causes and recommends next actions.