Glean (Glean Technologies) vs Turing

Glean (Glean Technologies) — Application · Private · $7.2B valuation · 4 of 4 figures sourced  |  Turing — Infrastructure · Private · $2.2B valuation · 3 of 3 figures sourced

Relationship

Glean AI Gateway and Turing Intelligence Platform do comparable work on guardrails and safety; ships agent platform and data service rather than the same layer.

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

3 of 8 capabilitiesDifferent layerSame scale band

3 of 8 capabilities — Shares agent orchestration, guardrails and safety and workflow automation.

Ludbee capability tags · from the product records

Different layer — Turing ships agent platform and data service, not the same layer.

Ludbee product records

Same scale band — Both growth-stage private.

Ludbee scale bands · from valuation and funding figures

Aligned comparison

FieldGlean (Glean Technologies)Turing
Valuation$7.2B$2.2B Turing has 3.3× smaller
Employees850—
Founded20192018 1 yrs earlier
StatusPrivatePrivate match
CategoryApplicationInfrastructure
Stack layerApplication, PlatformAgent platform, Data service
HeadquartersPalo Alto, USASan Francisco, USA

Capability overlap

Shared · 3

Agent orchestrationGuardrails and safetyWorkflow automation

Not verified for Turing · 5

Data securityModel inferenceKnowledge retrievalSummarizationSearch answers

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

Not verified for Glean (Glean Technologies) · 3

Data labellingEvaluation and observabilityModel training

Recorded for Turing. Glean (Glean Technologies)’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

Glean (Glean Technologies)

No shared stack layer with the other side.

Turing

No shared stack layer with the other side.

No counterpart

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

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.

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

Agent platform

Turing Intelligence PlatformAgent platform

An AI control plane that deploys, manages and scales enterprise AI agents across any model and any cloud, with governance and IP and sovereignty controls.

Data service

Off-the-shelf datasetsData service

A catalogue of pre-built, PhD-authored and expert-verified datasets — including CyberStrike, CompanyBench, EKWBench, SciCode and HLE++ — licensed to AI labs for reinforcement learning, benchmarking and model evaluation.

RL environmentsData service

Iterable UI and non-UI reinforcement-learning environments — including MCP server, computer-use and terminal environments — in which AI agents can be trained and evaluated on long-horizon workflows.

Turing Frontier AIData service

The training material a frontier lab runs on, sold as a service: 300+ reinforcement-learning environments, over a million curated tasks, and named benchmarks including CompanyBench, CyberStrike and Terminal-Bench 3.0, across software engineering, enterprise knowledge work and STEM.