CEDX 2026 Growth Release: Closed-loop pipeline attribution, journey orchestration, and ad spend ledger on one schema Explore the CEDX Social architecture ->
CEDXSystems
MARKETING CEDX Social · Marketing · social.cedxsystems.com

Every post has a paper trail.

Publishing is the easy part. Social tracks what happened after: engagement rate and half-life per post, the 23 publishes that failed and why, and the 61 inbox items aging without an owner.

129 posts published 5.2% average engagement rate 61 inbox items unassigned Zero-ETL Shared Postgres Record
CEDX Social Enterprise Architecture Briefing
CEDX Social · 129 posts published

"Our operators actually enjoy opening the workspace. Every screen is fast, legible, and grounded in live production dat..."

David Okafor · VP of Enterprise Systems · Harbor Holdings · 0.01s Canonical Sync
CEDX Social reads and writes the exact same canonical Postgres record as CEDX Campaigns, CEDX Assets, and CEDX Web Analytics with zero third-party webhooks.
🔒 https://social.cedxsystems.com/workspace/live
CEDX Social · Overview (Failures are first-class news)
social.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/social ↗
POSTS PUBLISHED
129
of 320 in the library
AVERAGE ENGAGEMENT RATE
5.2%
125K engagements in view
INBOX ITEMS UNASSIGNED
61
mentions aging without an owner
FAILED PUBLISHES IN QUEUE
23
root-caused on the pulse
Campaign / Journey Stream Target Segment & ICP Channel & Spend Owner Attributed Pipeline CAC Payback Signal ROAS Multiplier
Q3 CFO Consolidation PlaybookCEDX Social · Record #1040 Enterprise Finance · 500+ Emp L. Chen · Demand Gen $3,480,000 ● 4.2 mo Payback 6.8x Pipeline
Executive Dinner Series NYCCEDX Social · Record #1041 C-Suite & VP RevOps M. Brooks · Field Mktg $1,920,000 ● 3.1 mo Payback 9.4x Pipeline
Paid Search · ERP AlternativeCEDX Social · Record #1042 High-Intent Technical Buyers S. Gupta · Paid Media $2,150,000 ● 5.0 mo Payback 5.2x Pipeline
Product-Led Sandbox NurtureCEDX Social · Record #1043 Self-Serve Trial Evaluators A. Rivera · Lifecycle $1,640,000 ● 1.8 mo Payback 11.2x Pipeline
✦ CEDX Social Copilot · Q3 CFO Consolidation Playbook
Overview Verified
The alerts lead with what broke: 23 failed publishes, scheduled video stuck in the failed state; seven posts dying faster than their format's median; one clip 78% under its expected curve, and another at +71% worth reposting.
CEDX Social operator workspace in natural daylight
FIELD DOCUMENTARY · MARKETING

The calendar is the queue

A clip that dies in 6.8 hours and one still earning at 14.2 are the same format on paper. Half-life is how you tell them apart.

CAMERA: CANON EOS R5 · 35MM F/1.4 · NATURAL DAYLIGHT ESTATE ROUTE: /APP/SOCIAL
CORE CAPABILITIES · CEDX SOCIAL

Three architectural jobs CEDX Social gets right on one record.

Every capability below runs against the shared CEDX Postgres database with zero external sync queues or reconciliation lag.

01 · MARKETING FOUNDATION

The calendar is the queue

Month grid, week list, day detail: every cell a real post with its network and format marked. 54 scheduled posts sit ahead; draft, published and failed are filters of the same view, so the queue and the record are never two places.

✓ 54 scheduled upcomingVerified
✓ Filter by network and by statusVerified
✓ Compose straight from a cellVerified
02 · LIVE EXECUTION

Posts with impressions, not vibes

321 rows with status, network, format, impressions, engagements, rate and owner. The top carousel earned 4.5K engagements on 51K impressions, an 8.8 rate. The best clip holds a rate of 10 on fewer impressions. Both truths are on the same table.

Posts with impressions, not vibes
CEDX Social Live Telemetry ● 129 posts published
03 · DETERMINISTIC GOVERNANCE

One brief, nine variants, bands attached

The composer takes a brief and writes three caption lanes (bold, helpful, data-led) per network, nine variants for three networks. Each carries the predicted engagement band for its format and network before anyone commits to it.

✓ 3 lanes × 3 networks = 9 variantsActive
✓ Predicted bands: stories 4.2 to 7.1%, feed 2.4 to 4.1%Active
✓ Repurpose top posts one-to-manyActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Social build looks like when you open /app/social.

Every figure below is directly inspectable in the running CEDX Social application workspace with zero synthetic projections.

POSTS PUBLISHED
129
of 320 in the library
AVERAGE ENGAGEMENT RATE
5.2%
125K engagements in view
INBOX ITEMS UNASSIGNED
61
mentions aging without an owner
FAILED PUBLISHES IN QUEUE
23
root-caused on the pulse
4-SCREEN RUNNING BUILD TOUR

Four screens captured from social.cedxsystems.com, in the order operators run them.

Click any screen below to inspect how CEDX Social moves from initial intake to verified cross-estate completion.

01 OVERVIEW
Failures are first-class news
The alerts lead with what broke: 23 failed publishes, scheduled video stuck in the failed state; seven posts dying faster than their format's median; one clip 78% under its expected curve, and another at +71% worth reposting.
02 CALENDAR
See the month like a newsroom
Launch cuts, how-to cards, hiring proofs and recap frames share one grid, with the failed cell as visible as the published one, because that is where the work is.
03 POSTS
The library keeps the receipts
Draft 55, in review 34, scheduled 54, published 129, failed 23: the status chips are counts, not labels. Open any row and impressions, engagements, rate and owner travel with it.
04 COMPOSER
Bands before you bet
The predicted-bands rail prices format by network (video 3.6 to 6.4%, community 3.1 to 5.2%, professional 1.9 to 3.4%), and each variant quotes its band. Send to drafts lands the pick in the post library.
01 OVERVIEW · SOCIAL.CEDXSYSTEMS.COM

Failures are first-class news

● Live Screen Capture

The alerts lead with what broke: 23 failed publishes, scheduled video stuck in the failed state; seven posts dying faster than their format's median; one clip 78% under its expected curve, and another at +71% worth reposting.

✓ Root-caused alerts, publish and decayVerified in /app/social
✓ Social health 68% computed on screenVerified in /app/social
✓ Engagement total 125K from 129 publishedVerified in /app/social
Failures are first-class news
OPERATING CADENCE · MARKETING

How CEDX Social runs across the week, in the exact order work happens.

Because Campaigns, Journeys, Events, CRM, and Books share one database, every ad dollar is traced all the way to collected cash.

STAGE 01

Capture & Ingest

Records land in CEDX Social already linked to the canonical customer, employee, or vendor ID.

STAGE 02

Score & Triage

Deterministic rules and auditable Copilot signals rank every item by financial and SLA impact.

STAGE 03

Execute & Approve

Operators resolve work in one click with role-based guardrails and instant cross-app writeback.

STAGE 04

Reconcile & Report

Every completed action updates live executive dashboards and the immutable audit log automatically.

OPERATOR WORKSPACES · WHO RUNS CEDX SOCIAL

Three roles open CEDX Social every day. Each sees the exact surface they own.

Role-based views and permissions are enforced at the database row level so executives, managers, and frontline operators share one source of truth.

Social manager using CEDX Social

Social manager

Owns the calendar and the composer, and picks the variant whose band justifies the post.

● 320 posts · 54 scheduled
Content producer using CEDX Social

Content producer

Cuts the clips and watches half-life: a 6.8-hour clip gets reworked, a 14.2-hour one gets reposted.

● median HL · 9.9h
Performance lead using CEDX Social

Performance lead

Reads decay next to paid: when organic dies faster than baseline, the boost decision has a number behind it.

● decay alerts · 85 anomalies
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Marketing Attribution Priced Against Real Closed-Won Ledger Dollars

CEDX Social is not an isolated point tool. It reads and writes the exact same customer, ledger, and identity records as the rest of the CEDX software estate.

ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Social.

"Our operators actually enjoy opening the workspace. Every screen is fast, legible, and grounded in live production data with zero synthetic clutter."

David Okafor
David Okafor
VP of Enterprise Systems · Harbor Holdings

"Having identity, least-privilege access, audit trails, and business applications on one kernel cut our security review and provisioning time by 82%."

Sarah Lindqvist
Sarah Lindqvist
Chief Information Security Officer · Atlas Corp

"We started with one application to fix our most painful bottleneck, and added five more modules on the same login without a single migration project."

Arjun Patel
Arjun Patel
SVP of Global Operations · Keystone Logistics
LIVE TCO & CONSOLIDATION MODEL · MARKETING

Stop paying five vendors to re-sync the same marketing record.

Drag the seat slider to compare your current stitched stack (Marketo Measure + HubSpot Marketing Enterprise + 6sense + Braze) against running CEDX Social natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Marketo Measure + HubSpot Marketing Enterprise + 6sense + Braze
$1,380,000 / yr
CEDX Social + Full Estate Bundle
All 132 applications · Canonical Postgres · Unlimited Copilot
$267,000 / yr
Verified Annual Hard Savings
Plus 0 middleware sync failures
$1,113,000 / yr
TECHNICAL & PROCUREMENT FAQ · CEDX SOCIAL

Questions operators and architecture teams ask before piloting CEDX Social.

01 Is the software on this page real? +
Yes. Every screenshot is a capture of the running build and you can open the same build at /app/social . It runs on demo data. The accounts and posts are the demo workspace’s.
02 What is half-life? +
The time a post keeps earning engagement. The demo median is 9.9 hours; posts dying faster than their format's median get flagged, and outliers in both directions become decisions: rework or repost.
03 What happens when a publish fails? +
It stays visible. 23 failed publishes sit in the queue with a cause (scheduled video stuck in the failed state) instead of disappearing from the record.
04 Does the composer pick the variant for you? +
No. It writes nine variants with predicted bands and sends nothing to drafts until a person picks; the sent counter reads zero on screen.
05 Is Social audited or certified? +
No certification has been issued. What we can evidence about hosting, encryption, tenant isolation and production access is written up on the security page .
LIVE SANDBOX · ZERO MIDDLEWARE · NO CARD REQUIRED

CEDX Social is running right now. Open it and inspect the record.

Explore the live CEDX Social workspace on canonical demo data at /app/social, or book a 30-minute architecture session to map your first entity rollout.

Open live CEDX Social (/app/social) -> Book an estate architecture map