ENTERPRISE ARCHITECTURE & TCO BENCHMARK HUB (2026)

See how CEDX compares to legacy software clouds.

Legacy enterprise suites grew by acquiring dozens of incompatible codebases and charging extra for middleware and AI add-ons. Compare CEDX Systems and CEDX AI side-by-side against Zoho One, Salesforce, Oracle NetSuite, HubSpot, ServiceNow, and Workday.

Explore All 132 Systems Open CEDX AI (cedx.ai) ↗
Solutions Engineering Online Now · 447 Broadway, New York HQ · Free 14-Day Multi-App Tenant
★ VERIFIED PRODUCTION ARCHITECTURE · ZERO SYNC DELAY See how CEDX compares to legacy software clouds.
Independent Architecture Benchmarks · Transparent Pricing · Guided Migration Live interactive builds available across all 14 enterprise domains
$45/mo Estate
132 vs 45+Native enterprise apps on one data schema vs loosely coupled apps
$0Extra charge for CEDX AI Copilot, API gateway, and sandbox environments
100%Shared canonical IDs across CRM, ERP, Books, HRIS, Desk, and ITSM
< 14 DaysAverage guided migration from Zoho, HubSpot, QuickBooks, or Zendesk

Interactive Stack Consolidation & TCO Calculator

Drag the slider to compare Legacy Acquired Cloud Suites + point SaaS tools ($285/user/mo average) vs the CEDX All-132-Apps + AI Estate ($45/user/mo).

50 Users
Legacy Stack / Yr $171,000
CEDX Estate / Yr $27,000
Annual Savings $144,000/yr

Visual Product & Architecture Breakdown

Every module below runs on the same identity service, canonical customer/employee directory, event bus, and permission-filtered AI graph.

CEDX vs Zoho One logo
Full-Suite Comparison

CEDX vs Zoho One

Why scaling mid-market and enterprise teams switch from Zoho One to CEDX Systems for unified data schema, deeper ERP/ITSM, and autonomous CEDX AI.

Side-by-Side Architecture & TCO Comparison

How CEDX Systems + CEDX AI compare directly against Legacy Acquired Cloud Suites.

Capability & Architecture Dimension CEDX Systems + CEDX AI Legacy Acquired Cloud Suites
Underlying Data Architecture ✓ Single canonical schema across all 132 applications 10 to 30 acquired databases stitched via connectors
Native Autonomous AI (Inbox, Voice, CRM, Copilot) ✓ Built into core runtime with human approval gates Sold as expensive per-seat or per-conversation add-ons
ERP + CRM + HRIS + ITSM Coverage ✓ All 14 operational domains in one platform Requires 3 to 5 separate enterprise cloud vendors
Sandbox & Live Build Transparency ✓ Interactive /app/ builds + free 14-day sandbox Gated behind multi-week sales qualification cycles
All-Inclusive Estate Price ✓ $45/user/month (all 132 apps + AI) $150 to $650+/user/month across equivalents

Frequently Asked Questions

Direct answers for engineering, finance, and operations leaders evaluating CEDX.

Why do companies migrate from Zoho, Salesforce, or HubSpot to CEDX Systems?

Teams migrate to CEDX Systems for three primary reasons: (1) a single canonical database across CRM, Finance/ERP, HR, and IT without connector sync delays; (2) native autonomous AI (CEDX OS, Inbox AI, Voice AI, Copilot, and Agents) included without per-seat AI add-on taxes; and (3) predictable $45/user/month full-estate licensing.

Does CEDX provide automated data migration importers?

Yes. CEDX Sync (108) and CEDX Prep (106) include pre-built schema mappers for Zoho CRM/Books/Desk, Salesforce, HubSpot, NetSuite, QuickBooks, Zendesk, Jira, and Workday.

Ready to test CEDX with your own workflows?

Spin up a free 14-day multi-application sandbox with pre-loaded sample data, or book a 1-on-1 architecture review with our New York engineering team.

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