Glean (Glean Technologies) vs IBM
Relationship
Glean Protect and IBM Guardium AI Security do comparable work on data security; both also serve buyers who need to detect and respond to security threats; larger scale (public).
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
6 of 8 capabilities — Shares agent orchestration, data security, guardrails and safety and 3 more.
Ludbee capability tags · from the product recordsShared product type — Both ship application and platform.
Ludbee product recordsLarger scale — IBM: $216.6B market cap, against Glean (Glean Technologies)'s $7.2B valuation.
Ludbee scale figures · valuation, market cap or revenue estimateAligned comparison
Capability overlap
Shared · 6
Not verified for IBM · 2
Recorded for Glean (Glean Technologies). IBM’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Glean (Glean Technologies) · 15
Recorded for IBM. 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)
Application
Governs model traffic, tool calls and enterprise AI context flowing through third-party AI applications.
Enterprise-context AI coworker that answers questions, summarizes documents and takes action grounded in a company's own connected data.
Builds enterprise context for AI from a company's applications, people and relationships (the knowledge/enterprise graph underlying Glean's other products).
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.
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.
Permissions-aware enterprise search across 100+ connected apps, using deep-learning semantic understanding and a company knowledge graph for personalized, real-time-indexed results.
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.
An intelligent company homepage that brings work, knowledge and agents into one surface.
Platform
Searches a company's connected applications and runs assistants and agents over what it finds.
IBM
Application
Protects enterprise data across AI agents, applications and endpoints against agentic-AI, regulatory and post-quantum risks.
Full-stack application and infrastructure observability powered by agentic AI, including automatic discovery/mapping of GenAI workflows and AI-driven Smart Alerts to reduce alert fatigue.
AI-driven robotic process automation for building intelligent bots that automate business processes, with AI-embedded resilience built into the RPA runtime.
Visual data-science and machine-learning platform for building predictive models, with advanced algorithms, model deployment and open-source framework integration.
Document intelligence platform using OCR, NLP enrichments (entity/sentiment/emotion/category extraction) and LLM integration to automate information discovery from enterprise documents.
Platform
An agentic AI IT-operations platform that unifies observability, optimization and automated remediation across applications, infrastructure and networks.
Studio for building, tuning and deploying model-based applications on IBM and third-party foundation models.
A governance platform providing real-time visibility, policy enforcement and accountability tracking for AI models and agents across the AI lifecycle.
No counterpart
IBM sells these in a stack layer with no product recorded for Glean (Glean Technologies) yet — nothing on the other side to compare them against.
API service
Deep-learning text analytics service extracting entities, sentiment, emotion, concepts, semantic roles and custom classifications from unstructured text.
A speech recognition API that converts audio into real-time or batch text for transcription, captioning and voice-analytics use cases.
A text-to-speech API that converts text into multilingual synthesized speech using neural voices.
Agent platform
A conversational AI platform for building customer-support chatbots and virtual assistants deployed across voice and digital channels.
Platform for building and running AI agents that call enterprise applications on a user's behalf.
Developer tool
An AI coding agent that automates planning, code generation, review and verification across the software development lifecycle, including IBM Z mainframe modernization workflows.
A generative AI assistant for IBM Z mainframe application discovery, code generation, refactoring and modernization.
Data service
An open hybrid data lakehouse including a built-in Milvus vector database that unifies data access and automates governance for AI and analytics workloads.