4Paradigm vs Glean (Glean Technologies)

4Paradigm — Application · Public · $2B mkt cap · 2 of 2 figures sourced  |  Glean (Glean Technologies) — Application · Private · $7.2B valuation · 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

Field4ParadigmGlean (Glean Technologies)
Size$2B mkt cap$7.2B valuation different basis
Employees—850
Founded20142019 5 yrs later
StatusPublicPrivate
CategoryApplicationApplication match
Stack layerApplication, Hardware, PlatformApplication, Platform
HeadquartersBeijing, ChinaPalo Alto, USA

Capability overlap

Shared · 3

Model inferenceKnowledge retrievalWorkflow automation

Not verified for Glean (Glean Technologies) · 4

Document extractionModel trainingServer systemsText generation

Recorded for 4Paradigm. Glean (Glean Technologies)’s product records say nothing either way — a missing record is not a missing capability.

Not verified for 4Paradigm · 5

Agent orchestrationData securityGuardrails and safetySummarizationSearch answers

Recorded for Glean (Glean Technologies). 4Paradigm’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

4Paradigm

Application

4Paradigm SageGPTApplication

Enterprise assistant that answers from company data and triggers actions in connected systems.

Platform

4Paradigm Sage AIOSPlatform

Operating layer that runs and manages an enterprise's AI applications across its own hardware.

4Paradigm Sage HyperCyclePlatform

An AutoML platform (ML/CV/OCR components) that lets non-experts build AI applications, used by major banks and insurers including ICBC and China UnionPay.

Glean (Glean Technologies)

Application

Glean AI GatewayApplication

Governs model traffic, tool calls and enterprise AI context flowing through third-party AI applications.

Glean AgentsApplication

Build, deploy and orchestrate enterprise AI agents at scale.

Glean AppsApplication

Build custom generative AI apps and agents on a company's own knowledge.

Glean AssistantApplication

Enterprise-context AI coworker that answers questions, summarizes documents and takes action grounded in a company's own connected data.

Glean Enterprise ContextApplication

Builds enterprise context for AI from a company's applications, people and relationships (the knowledge/enterprise graph underlying Glean's other products).

Glean IntelligenceApplication

Model-routing and cost-optimization layer for the Glean platform: routes each task to the best of 40+ LLMs by cost/performance, runs continual memory learning across surfaces, and orchestrates an agent harness for long-running work.

Glean ProtectApplication

Governs AI wherever work happens: sensitive-data and AI-interaction protection, agent-permission enforcement, prompt-injection defense (96.9% detection accuracy) and end-to-end audit logging.

Glean SearchApplication

Permissions-aware enterprise search across 100+ connected apps, using deep-learning semantic understanding and a company knowledge graph for personalized, real-time-indexed results.

Glean TransformApplication

Announced ("coming soon") module that maps enterprise workflows, ranks AI-automation opportunities, drafts agent blueprints for Glean Agent Builder, and tracks ROI of AI adoption.

Work HubApplication

An intelligent company homepage that brings work, knowledge and agents into one surface.

Platform

GleanPlatform

Searches a company's connected applications and runs assistants and agents over what it finds.

No counterpart

4Paradigm sells these in a stack layer with no product recorded for Glean (Glean Technologies) yet — nothing on the other side to compare them against.

Hardware

4Paradigm SageOneHardware

Integrated compute appliance sold for running 4Paradigm's software on premises.