Cisco vs Glean (Glean Technologies)

Cisco — Hardware · Public · $433.3B mkt cap · 4 of 4 figures sourced  |  Glean (Glean Technologies) — Application · Private · $7.2B valuation · 4 of 4 figures sourced

Relationship

Cisco AI Defense and Glean Protect do comparable work on data security and guardrails and safety; both also serve buyers who need to detect and respond to security threats; smaller scale (private).

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

6 of 17 capabilitiesShared product typeSmaller scale

6 of 17 capabilities — Shares agent orchestration, data security, guardrails and safety and 3 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application.

Ludbee product records

Smaller scale — Glean (Glean Technologies): $7.2B valuation, against Cisco's $433.3B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldCiscoGlean (Glean Technologies)
Size$433.3B mkt cap$7.2B valuation different basis
Employees86,200850 Glean (Glean Technologies) has 101× fewer
Founded19842019 35 yrs later
StatusPublicPrivate
CategoryHardwareApplication
Stack layerAI agent, Application, HardwareApplication, Platform
HeadquartersSan Jose, USAPalo Alto, USA

Capability overlap

Shared · 6

Agent orchestrationData securityGuardrails and safetyModel inferenceSummarizationWorkflow automation

Not verified for Glean (Glean Technologies) · 11

Accelerator siliconAI compute hardwareCustomer supportData analysisEvaluation and observabilityInterconnectModel trainingServer systemsSpeech to textThreat detection and responseVoice agent

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

Not verified for Cisco · 2

Knowledge retrievalSearch answers

Recorded for Glean (Glean Technologies). Cisco’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

Cisco

Application

AI Assistant for Webex Contact CenterApplication

AI assistant for contact-centre agents and supervisors that produces call and transfer summaries, live transcription, suggested chat replies, topic analytics, automatic CSAT scoring and agent burnout signals.

Cisco AI CanvasApplication

AgenticOps workspace where teams and AI agents collaborate to investigate, correlate and resolve issues across domains: natural-language querying, multi-step agent workflows, shared real-time visibility, and native Cisco plus third-party tool integration via Cloud Control Studio.

Cisco AI DefenseApplication

End-to-end AI security product that discovers an organisation's AI assets, red-teams models and applications for vulnerabilities, and enforces runtime guardrails against prompt injection and data leakage.

Cisco IQApplication

Agentic support intelligence delivered inside Cisco Support and Professional Services — 'the delivery vehicle for everything Cisco Support and Professional Services knows about your environment, made continuously available before you ask for it' — generally available as SaaS since April 2026 and included with existing support contracts.

Webex AI Workforce Engagement ManagementApplication

AI-native workforce engagement suite for contact centres that forecasts demand and optimises shifts, uses NLP and LLMs to evaluate 100 percent of human and AI agent interactions (AI Quality Management), and runs performance coaching and AI-led onboarding simulations.

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.

No counterpart

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

AI agent

Webex AI AgentAI agent

Autonomous customer-service AI agent that handles inquiries conversationally across voice, SMS, email, chat and messaging apps and escalates to a human agent with context when it cannot resolve.

Hardware

Cisco AI PODsHardware

Pre-validated modular AI infrastructure bundles that combine Cisco UCS servers, NVIDIA GPUs, Nexus 9000 400G/800G switching and management software into single orderable stacks for AI inferencing, training and fine-tuning.

Cisco AI PODs for CollaborationHardware

Turnkey on-premises AI appliance that runs real-time speech transcription for Cisco collaboration deployments locally, for customers with data-sovereignty requirements that rule out cloud AI services.

Cisco Nexus Hyperfabric AIHardware

Cloud-managed full-stack AI cluster sold as hardware plus software plus service, packaging Cisco 6000 and N9300 series switches on an 800GbE back-end fabric, UCS servers with NVIDIA H200 GPUs and BlueField DPUs, optional VAST storage and NVIDIA AI Enterprise under the Hyperfabric cloud controller.

Cisco Silicon OneHardware

Unified programmable networking-silicon architecture for AI, hyperscale, data-centre, service-provider and enterprise routing/switching, spanning five series (G/P/E/K/A) of chip families.

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

Platform

GleanPlatform

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