context
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Context vs Dashworks

Dashworks connects your cloud apps for AI-powered workplace search, but runs exclusively in the cloud with per-seat pricing. Context delivers knowledge graph intelligence on your own infrastructure with predictable flat costs.

CAPABILITY
CONTEXT
DASHWORKS
Deployment
On-premise, VPC, air-gapped
Cloud-only (SaaS)
Knowledge Graph
✓ Built-in entity extraction & graph
✗ No knowledge graph
Pricing Model
Flat infrastructure cost
$7.49/user/month
Air-Gapped Support
✓ Fully air-gapped deployments
✗ Requires internet connectivity
Data Sovereignty
Your infrastructure, your rules
Dashworks-managed cloud
Connectors
Growing connector library
60+ SaaS app connectors
Search Approach
Knowledge graph + semantic search
Vector search across connected apps
Security Certifications
SOC 2, supports ITAR/NIST environments
SOC 2

Comparison based on publicly available information as of 2026.

Why teams choose Context over
Dashworks

Full Data Sovereignty

Context runs entirely on your infrastructure — on-premise, VPC, or air-gapped. No data leaves your network. Dashworks requires your data to flow through their cloud, which disqualifies it for regulated and security-sensitive environments.

Knowledge Graph Intelligence

Context automatically builds a knowledge graph with entity extraction, connecting people, projects, and concepts across your organization. Dashworks provides search across connected apps but does not construct a graph of relationships between entities.

Predictable Costs at Scale

At $7.49/user/month, Dashworks costs $90K/year for 1,000 users. Context's infrastructure-based pricing stays flat regardless of how many people search — making it dramatically more cost-effective at scale.

Air-Gapped & Classified Environments

Context supports fully air-gapped deployments for defense, intelligence, and critical infrastructure environments. Dashworks requires internet connectivity and cannot operate in disconnected networks.

Dashworks vs Context compliance

SOC 2 Type IISOC 2 Type IIGDPRGDPRHIPAAHIPAAISO 27001ISO 27001

Context deploys where Dashworks 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 Dashworks
fits well

01

Slack-native bot experience — users can search directly from Slack without switching tools

02

Broad SaaS connector library with 60+ integrations and quick cloud-to-cloud setup

03

Fast initial setup — connect your cloud apps and start searching in minutes

Why teams move from
Dashworks to Context

01

Regulated industries (defense, finance, healthcare) need data to stay on-premise — Dashworks cloud-only model is a non-starter

02

Per-seat pricing becomes unsustainable as organizations scale past hundreds of users

03

Teams want deeper intelligence from a knowledge graph that maps relationships, not just keyword and vector search

04

Security teams require air-gapped or VPC deployments that Dashworks cannot support

See how Context compares on your infrastructure

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

BOOK A DEMO