CEDX 2026 Growth Release: Closed-loop pipeline attribution, journey orchestration, and ad spend ledger on one schema Explore the CEDX Journeys architecture ->
CEDXSystems
EnglishTalk to sales
MARKETING CEDX Journeys
Pulse Canvas Steps Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
MARKETING CEDX Journeys · Marketing · journeys.cedxsystems.com

Every journey knows where it loses people.

Pulse reads 21 live journeys against enrolment, conversion and drop, then goes further: the wait cost of a slow path, in dollars, and the exact step where 35.7% of a win-back path walks away.

Open live CEDX Journeys -> Inspect 4-screen build tour
213K people enrolled across paths 23.2% average conversion 328 steps across all paths Zero-ETL Shared Postgres Record
CEDX Journeys Enterprise Architecture Briefing
CEDX Journeys · 213K people enrolled across paths

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

Sarah Lindqvist · Chief Information Security Officer · Atlas Corp · 0.01s Canonical Sync
CEDX Journeys reads and writes the exact same canonical Postgres record as CEDX Campaigns, CEDX Forms, and CEDX Referrals with zero third-party webhooks.
🔒 https://journeys.cedxsystems.com/workspace/live
CEDX Journeys · Pulse (The program brief, with wait cost in dollars)
journeys.cedxsystems.com · 01 Pulse · Live Canonical Dataset
● Pulse Active · 0.011s Sync Open /app/journeys ↗
PEOPLE ENROLLED ACROSS PATHS
213K
22,868 active right now
AVERAGE CONVERSION
23.2%
42,263 converted
STEPS ACROSS ALL PATHS
328
average drop 13.9%
WAIT-COST OPPORTUNITY
$6.61M
the price of slow paths
Campaign / Journey Stream Target Segment & ICP Channel & Spend Owner Attributed Pipeline CAC Payback Signal ROAS Multiplier
Q3 CFO Consolidation PlaybookCEDX Journeys · Record #1040 Enterprise Finance · 500+ Emp L. Chen · Demand Gen $3,480,000 ● 4.2 mo Payback 6.8x Pipeline
Executive Dinner Series NYCCEDX Journeys · Record #1041 C-Suite & VP RevOps M. Brooks · Field Mktg $1,920,000 ● 3.1 mo Payback 9.4x Pipeline
Paid Search · ERP AlternativeCEDX Journeys · Record #1042 High-Intent Technical Buyers S. Gupta · Paid Media $2,150,000 ● 5.0 mo Payback 5.2x Pipeline
Product-Led Sandbox NurtureCEDX Journeys · Record #1043 Self-Serve Trial Evaluators A. Rivera · Lifecycle $1,640,000 ● 1.8 mo Payback 11.2x Pipeline
✦ CEDX Journeys Copilot · Q3 CFO Consolidation Playbook
Pulse Verified
The root-caused alerts do not say engagement is down. They say a five-day wait on the win-back path costs $1.79M in opportunity, that the payment-fail SMS experiment won by 15.2 points, and that the Q3 holdout cohort locks in week 11 for measurement.
CEDX Journeys operator workspace in natural daylight
FIELD DOCUMENTARY · MARKETING

The path, with drop on every edge

A drop rate next to a step name is a to-do list. A wait cost in dollars is a budget conversation. This product prints both.

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

Three architectural jobs CEDX Journeys 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 path, with drop on every edge

The cart-recover canvas reads like a flow and measures like a ledger: 18,420 enrolled, entry on cart abandoned, wait one hour, email reminder one, wait 22 hours, an SMS urgency step, then a split on engaged, 71% yes, 29% else. Every edge carries its drop count.

✓ 9 nodes from entry to exit, drop per edgeVerified
✓ 12% conversion · $412K attributed on this pathVerified
✓ Read-only canvas: click a node for its inspectorVerified
02 · LIVE EXECUTION

328 steps, ranked by how much they leak

Every step across every path in one table: type, entered, dropped and drop rate. Wait 72h loses 37.4% of the 4,932 who reach it. The win-back email we miss you has dropped 7,900 of 22,100, and the salvage score says it is still worth fixing.

328 steps, ranked by how much they leak
CEDX Journeys Live Telemetry ● 213K people enrolled across paths
03 · DETERMINISTIC GOVERNANCE

An enrollment ledger, not a black box

320 enrollments with the person, the journey, the status, the step they are on, days in path, the exit reason and LTV. Exited on a suppression list, failed on a channel opt-out, completed on goal met. The reason is a column, not a mystery.

✓ Status: active, completed, exited, suppressed, holdoutActive
✓ Exit reasons: suppression list, opt-out, hard bounceActive
✓ Days in path and LTV on every rowActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Journeys build looks like when you open /app/journeys.

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

PEOPLE ENROLLED ACROSS PATHS
213K
22,868 active right now
AVERAGE CONVERSION
23.2%
42,263 converted
STEPS ACROSS ALL PATHS
328
average drop 13.9%
WAIT-COST OPPORTUNITY
$6.61M
the price of slow paths
4-SCREEN RUNNING BUILD TOUR

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

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

01 PULSE
The program brief, with wait cost in dollars
The root-caused alerts do not say engagement is down. They say a five-day wait on the win-back path costs $1.79M in opportunity, that the payment-fail SMS experiment won by 15.2 points, and that the Q3 holdout cohort locks in week 11 for measurement.
02 CANVAS
Read the path the way people leave it
The cart-recover path loses 1,100 people at the entry edge, 2,440 at the first wait and 2,700 before the SMS step. Edge heat is coloured from cool to critical, so the leak is visible before a single report is opened.
03 STEPS
The worst steps across every journey
Sorted by drop rate, the table mixes waits, emails and splits from a dozen different paths, because a 37.4% drop hurts the same wherever it lives. Average drop across the filtered view: 13.9%.
04 ENROLLMENTS
Follow one person through the path
The ledger shows who is in, who finished, and why the rest left: 60 active right now, 154 exited or suppressed. A failed row names the step and the reason: channel opt-out at wait short, 59 days in.
01 PULSE · JOURNEYS.CEDXSYSTEMS.COM

The program brief, with wait cost in dollars

● Live Screen Capture

The root-caused alerts do not say engagement is down. They say a five-day wait on the win-back path costs $1.79M in opportunity, that the payment-fail SMS experiment won by 15.2 points, and that the Q3 holdout cohort locks in week 11 for measurement.

✓ Wait cost priced: −$1,789,200 on one slow stepVerified in /app/journeys
✓ Experiments reported with the lift, not the vibeVerified in /app/journeys
✓ Hottest drop steps queued for salvageVerified in /app/journeys
The program brief, with wait cost in dollars
OPERATING CADENCE · MARKETING

How CEDX Journeys 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 Journeys 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 JOURNEYS

Three roles open CEDX Journeys 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.

Lifecycle marketer using CEDX Journeys

Lifecycle marketer

Designs the paths on the canvas and reads drop per edge, then moves the email that loses 7,900 people, instead of rewriting the whole journey.

● 21 live · 26.2% avg drop
Retention lead using CEDX Journeys

Retention lead

Watches conversion and LTV by path, and defends the holdout cohort when someone wants the win-back volume back.

● holdout cohort · week 11
Marketing ops using CEDX Journeys

Marketing ops

Keeps suppression, opt-outs and exit reasons clean in the ledger, so a suppressed contact stays suppressed everywhere.

● 154 exited/suppressed of 320
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Marketing Attribution Priced Against Real Closed-Won Ledger Dollars

CEDX Journeys 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.

CONNECTED MODULE 01 Open /campaigns/ ->

CEDX Campaigns

The audiences journeys enroll from, with overlap already scored before a path spends on them.
CONNECTED MODULE 02 Open /forms/ ->

CEDX Forms

The capture points that feed journeys: submissions arrive spam-scored before they enter a path.
CONNECTED MODULE 03 Open /referrals/ ->

CEDX Referrals

The advocacy stage after retention: converted customers become the people who refer.
CONNECTED MODULE 04 Open /copilot/ ->

CEDX Copilot

Ask the ledger questions in plain language. Answers cite the journeys data they came from.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Journeys.

"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

"Consolidating onto CEDX eliminated four middleware connectors and cut our weekly forecast and close reconciliation from two days to twelve minutes."

Marcus Vance
Marcus Vance
Chief Revenue Officer · Meridian Systems
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 Journeys 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 Journeys + 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 JOURNEYS

Questions operators and architecture teams ask before piloting CEDX Journeys.

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/journeys . It runs on demo data: the paths and people are the demo workspace's.
02 What is wait cost? +
The dollar price of slow steps. The Pulse prices a five-day wait on the win-back path at $1.79M in lost opportunity, so a timing argument becomes a budget argument with a number on it.
03 Can we see why people left a path? +
Yes, per person. The enrollment ledger carries an exit reason on every row (suppression list, unsubscribed, channel opt-out, hard bounce, goal met) alongside the step and the days in path.
04 How do experiments work? +
Inside live paths, with holdouts. The Pulse reports the payment-fail SMS experiment at +15.2 points and keeps a control cohort frozen for the quarter's measurement.
05 Is Journeys 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 Journeys is running right now. Open it and inspect the record.

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

Open live CEDX Journeys (/app/journeys) -> Book an estate architecture map