context
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Context vs Moveworks

Moveworks automates IT service desk tickets and employee support workflows, but enterprise knowledge extends far beyond IT. Context builds a knowledge graph across every department with on-premise deployment and citation-backed answers.

CAPABILITY
CONTEXT
MOVEWORKS
Primary Focus
Enterprise-wide knowledge search
IT service desk automation
Deployment
On-premise, VPC, air-gapped
Cloud SaaS
Knowledge Graph
✓ Cross-tool entity extraction & graph
✗ Ticket routing, no knowledge graph
Scope
All departments & data sources
Primarily IT and HR workflows
Pricing
Flat infrastructure cost
Enterprise pricing (est. $100K+/year)
Air-Gapped Support
✓ Fully air-gapped deployments
✗ Cloud connectivity required
Department Coverage
Engineering, sales, legal, ops, all teams
IT, HR, facilities
Approach
Knowledge graph + semantic search + citations
NLU for ticket classification & routing

Comparison based on publicly available information as of 2026.

Why teams choose Context over
Moveworks

Knowledge Search Across Every Department

Moveworks focuses on IT ticket automation and HR workflows. Context searches across every department — engineering, sales, legal, operations, and more. Enterprise knowledge is not limited to IT tickets.

Knowledge Graph vs. Ticket Routing

Context builds a knowledge graph that maps relationships between people, projects, and concepts across your organization. Moveworks uses NLU to classify and route tickets — a fundamentally different approach that does not create organizational intelligence.

On-Premise & Air-Gapped Deployment

Context runs on your infrastructure — on-premise, VPC, or fully air-gapped. Moveworks operates as a cloud SaaS, which does not meet the requirements of defense, government, and other security-sensitive organizations.

Citation-Backed Answers

Every Context answer cites its sources so users can verify and trust the information. Moveworks automates ticket resolution but does not provide the same level of source transparency for knowledge queries.

Moveworks vs Context compliance

SOC 2 Type IISOC 2 Type IIGDPRGDPRHIPAAHIPAAISO 27001ISO 27001

Context deploys where Moveworks cannot

DEPLOYMENT ARCHITECTURE

YOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare MetalAPI ServerKnowledge GraphLLM (Ollama)PostgreSQLYour VPCAWS / Azure / GCPEKS ClusterKnowledge GraphKubeAI (GPU)S3 / BlobKARPENTER: GPU SCALE-TO-ZEROAir-GappedNo Internet RequiredAPI ServerKnowledge GraphOllama / MLXLocal StorageYOUR DATA NEVER LEAVES YOUR INFRASTRUCTURE

Where Moveworks
fits well

01

Purpose-built IT ticket resolution automation — resolves common IT requests without human intervention

02

Employee self-service portal for IT and HR requests with conversational AI interface

03

Strong HR workflow automation including benefits questions, PTO requests, and onboarding tasks

Why teams move from
Moveworks to Context

01

Organizations need knowledge search across all departments, not just IT ticket automation

02

Teams want a knowledge graph that maps organizational expertise, not a ticket routing system

03

Regulated industries require on-premise or air-gapped deployment that Moveworks cannot support

04

Leadership wants citation-backed answers from enterprise data, not just automated ticket responses

Get AI knowledge search for your entire organization

Book a 30-minute call to see Context in action and discuss how it fits your infrastructure and security requirements.

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