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Platform Comparison

CourdxVSCopilot

Copilot searches Microsoft 365. Courdx searches everything — with knowledge graphs, sentence-level citations, and full infrastructure control.

The Short Version

Choose Courdx if you need:

  • Search across dozens of enterprise sources (not just Microsoft 365)
  • Knowledge graphs that connect entities across documents
  • Sentence-level citations with confidence scores
  • On-premises deployment with local LLMs
  • Multi-LLM flexibility (not locked to GPT-4)
  • Deep ERP integration with entity-level configuration

Choose Copilot if you need:

  • Tight integration with Word, Excel, PowerPoint, Outlook
  • In-app AI assistance within Microsoft 365 tools
  • Zero setup for Microsoft-only shops
  • Meeting summarization in Teams

Why Courdx Goes Beyond Copilot

Copilot is a productivity assistant. Courdx is a knowledge intelligence platform.

01

Every Major Enterprise Tool, Not Just Microsoft

Copilot only searches Microsoft 365 data. If your team uses Confluence, Slack, Jira, Salesforce, or any non-Microsoft tool, Copilot can't reach it. Courdx offers comprehensive data source coverage across 9 categories.

02

Knowledge Graph, Not Just Keywords

Copilot relies on Microsoft Graph for organizational relationships. Courdx builds a true knowledge graph from your document content — discovering entities, relationships, and communities that exist in your data.

03

Real Citations, Not File Links

Copilot points you to a file. Courdx cites the exact sentence with a confidence score. The difference: verifying a Copilot answer means opening a file and searching. Verifying a Courdx answer takes one click.

04

Your LLM, Your Choice

Copilot locks you into GPT-4 on Microsoft's cloud. Courdx lets you run Ollama locally, use Claude for reasoning, GPT-4 for generation, and a local model for extraction — all configured per-task.

The Data Source Problem

60+
Courdx Connectors
ConfluenceJiraSlackNotionSalesforceHubSpotGitHubZendeskBoxDropboxGoogle DriveSharePointS3AcumaticaOracle+46 more
~10
Copilot Sources
WordExcelPowerPointOutlookTeamsOneNoteOneDriveSharePointLoopPlanner

Limited to the Microsoft 365 ecosystem

Feature-by-Feature Comparison

How Courdx and Microsoft 365 Copilot compare across enterprise requirements

Data Source Coverage

Feature
Courdx
Copilot
Total connectors
Dozens of connectors across 9 categories
Primarily Microsoft 365 ecosystem
Non-Microsoft sources
Confluence, Jira, Slack, Salesforce, HubSpot, and 55+ more
Limited third-party connectors
ERP integrations
Acumatica, Oracle, Dynamics 365 BC/F&O/CRM
Dynamics 365 only
Code repositories
GitHub, GitLab, Bitbucket, Azure DevOps
GitHub Copilot is separate product
Cloud storage
S3, GCS, Azure Blob, MinIO, Box, Dropbox
OneDrive/SharePoint primarily

Retrieval Intelligence

Feature
Courdx
Copilot
Knowledge graph
Automatic entity extraction with community detection
No knowledge graph layer
Retrieval strategies
6+ strategies: HyDE, BM25, graph, parent-child, semantic cache
Microsoft Graph API + semantic search
Self-correcting RAG
Corrective RAG with automatic fallback strategies
Single-pass retrieval
Cross-source reasoning
Unified knowledge graph connects entities across all sources
Microsoft Graph connections only

Trust & Citations

Feature
Courdx
Copilot
Sentence-level citations
Every claim traced to exact sentence in source
File-level references, not sentence-level
Confidence scores
Per-citation confidence with visual badges
No confidence indicators
Hallucination detection
RAGAS evaluation + faithfulness scoring
Basic grounding, known hallucination issues
Source verification
Click any citation to see exact paragraph
Links to source file

Deployment & Control

Feature
Courdx
Copilot
On-premises deployment
Full self-hosted with local LLMs
Microsoft cloud only
LLM choice
OpenAI, Anthropic, Ollama, Azure — per task
GPT-4 only (Microsoft-hosted)
Admin control panel
36+ management pages with full system control
Microsoft 365 admin center (shared)
Cost transparency
Per-query cost tracking across providers
$30/user/month flat fee, no per-query visibility

Security & Compliance

Feature
Courdx
Copilot
Data residency
Your infrastructure, full control
Microsoft datacenter regions
Multi-tenant isolation
Row-level security, tenant-scoped everything
Microsoft 365 tenant boundaries
PII detection
Built-in PII scanning and redaction
Via Microsoft Purview (separate license)
Vault / secrets management
HashiCorp Vault integration
Azure Key Vault (Azure-only)

Cost Transparency

Courdx

  • Per-query cost tracking across all LLM providers
  • Use free local models (Ollama) to minimize costs
  • Route expensive queries to powerful models, simple ones to cheap models
  • Full cost analytics dashboard in admin panel
  • Pay only for what you use — no per-seat licensing

Microsoft Copilot

  • $30/user/month on top of Microsoft 365 license
  • No per-query cost visibility
  • Fixed model (GPT-4) — no cost optimization
  • Requires E3/E5 or Business Standard minimum
  • 1,000 users = $360,000/year before Microsoft 365 licenses

Frequently Asked Questions

Can Courdx search Microsoft 365 data too?+

Yes. Courdx connects to SharePoint, OneDrive, Outlook, and Teams — plus 57 other sources. You get everything Copilot searches, plus Confluence, Slack, Jira, Salesforce, and more.

How does Courdx compare to Copilot for in-app assistance (e.g., writing in Word)?+

Copilot excels at in-app productivity features like drafting emails in Outlook or creating slides in PowerPoint. Courdx focuses on cross-source knowledge retrieval — finding and citing accurate answers from all your enterprise data. They can complement each other.

Is the $30/user/month for Copilot worth it if we already have Microsoft 365?+

If your team only uses Microsoft tools, Copilot provides convenient in-app AI. However, most enterprises use 10-15+ tools beyond Microsoft. Copilot can't search any of them. With Courdx, one platform covers your entire tool stack.

Can we run Courdx alongside Microsoft Copilot?+

Absolutely. Many teams use Copilot for in-app Microsoft features and Courdx for cross-source knowledge retrieval, citations, and knowledge graph intelligence. They serve different purposes.

Does Courdx support the same organizational context as Microsoft Graph?+

Courdx builds its own knowledge graph from your actual document content — extracting entities, relationships, and communities. This goes deeper than Microsoft Graph's organizational metadata (org charts, email patterns) by understanding the knowledge itself.

Go Beyond Microsoft 365

See how Courdx unifies knowledge from all your tools — with citations, knowledge graphs, and the infrastructure control your security team demands.