CEDX 2026 Data Release: Zero-copy lakehouse, governed semantic metrics, and real-time BI without brittle ETL pipelines Explore the CEDX Product Analytics architecture ->
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DATA & ANALYTICS CEDX Product Analytics
Overview Session replay Live Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
DATA & ANALYTICS CEDX Product Analytics · Data & Analytics · product-analytics.cedxsystems.com

Watch the product while it's being used.

Product Analytics turns the event stream into answers: activation and retention against the funnel, session replay ranked by friction score, and a live view of who is doing what, about four seconds behind reality.

Open live CEDX Product Analytics -> Inspect 4-screen build tour
18.4K daily active users 34.6% D7 retention 105 rage clicks queued Zero-ETL Shared Postgres Record
CEDX Product Analytics Enterprise Architecture Briefing
CEDX Product Analytics · 18.4K daily active users

"Consolidating onto CEDX eliminated four middleware connectors and cut our weekly forecast and close reconciliation fro..."

Marcus Vance · Chief Revenue Officer · Meridian Systems · 0.01s Canonical Sync
CEDX Product Analytics reads and writes the exact same canonical Postgres record as CEDX Insight, CEDX Embedded, and CEDX Sync with zero third-party webhooks.
🔒 https://product-analytics.cedxsystems.com/workspace/live
CEDX Product Analytics · Overview (The product's vital signs)
product-analytics.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/product-analytics ↗
DAILY ACTIVE USERS
18.4K
42.1K MAU · 43.7% stickiness
D7 RETENTION
34.6%
new users · free plan flagged −3.2pp
RAGE CLICKS QUEUED
105
across 28 replay sessions
LIVE STREAM LAG
~4s
demo seed, stated on screen
Dataset / Semantic Metric Upstream Estate Source Data Owner & SLA Tier Row Volume & Freshness Lineage Health Score Query p95
fact_canonical_revenue_arrCEDX Product Analytics · Record #1040 CRM + Quotes + Books + Subscriptions RevOps & FP&A Canonical 48.2M Rows · 0.4s Lag ● 100% Schema Validated 42ms Query
dim_customer_360_healthCEDX Product Analytics · Record #1041 CRM + Desk + Product Analytics Customer Success Core 1.8M Entities · Live ● Zero Orphan Keys 28ms Query
mart_supply_chain_marginCEDX Product Analytics · Record #1042 Inventory + Warehouse + Payables Operations BI Gold Tier 19.4M Rows · 1.2s Lag ● Lineage Verified 64ms Query
events_web_and_product_streamCEDX Product Analytics · Record #1043 Web + Product Analytics SDK Growth Engineering 140M Events / Day ● PII Scrubbed at Ingest 51ms Query
✦ CEDX Product Analytics Copilot · fact_canonical_revenue_arr
Overview Verified
DAU 18.4K, MAU 42.1K, 2.1M events a day, D7 retention 34.6%, activation 28.4%, core feature use 41%. Product health reads 88 with schema drift, dead events, stale flags and SDK lag itemized.
CEDX Product Analytics operator workspace in natural daylight
FIELD DOCUMENTARY · DATA & ANALYTICS

The funnel, printed step by step

The friction leaderboard doesn't average the pain away: the invite modal at 68, with 25 rage clicks and 19 dead clicks across four sessions. That's a fix list, not a metric.

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

Three architectural jobs CEDX Product Analytics gets right on one record.

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

01 · DATA & ANALYTICS FOUNDATION

The funnel, printed step by step

Goal mode shows conversion per step: signup completed at 100%, workspace created at 78%, project opened at 56%, task created at 39%. A free-plan D7 retention dip of −3.2pp gets an alert that names the day-2 empty project state as the cause.

✓ Conversion per step, not just end-to-endVerified
✓ Retention, activation and feature use on one rowVerified
✓ Alerts root-caused with the state namedVerified
02 · LIVE EXECUTION

Replay, ranked by friction

Sessions carry rage clicks, dead clicks and errors rolled into a friction score: 98 at the top of the queue. The leaderboard aggregates by screen: invite modal 68, upload dialog 63, timeline view 51.

Replay, ranked by friction
CEDX Product Analytics Live Telemetry ● 18.4K daily active users
03 · DETERMINISTIC GOVERNANCE

Live, four seconds behind

The Live screen streams the last 30 minutes: 1,284 active users, 9,000 events a minute, page_viewed leading at 412 users. The event feed reads like a log, and says demo stream on itself.

✓ ~4s stream lag, stated on the header cardActive
✓ Top events now, per active userActive
✓ Plan filter marked cosmetic in demoActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Product Analytics build looks like when you open /app/product-analytics.

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

DAILY ACTIVE USERS
18.4K
42.1K MAU · 43.7% stickiness
D7 RETENTION
34.6%
new users · free plan flagged −3.2
RAGE CLICKS QUEUED
105
across 28 replay sessions
LIVE STREAM LAG
~4s
demo seed, stated on screen
4-SCREEN RUNNING BUILD TOUR

Four screens captured from product-analytics.cedxsystems.com, in the order operators run them.

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

01 OVERVIEW
The product's vital signs
DAU 18.4K, MAU 42.1K, 2.1M events a day, D7 retention 34.6%, activation 28.4%, core feature use 41%. Product health reads 88 with schema drift, dead events, stale flags and SDK lag itemized.
02 SESSION REPLAY
Where users actually struggle
28 queued sessions with friction signals, 9 scoring 60 or more. Each row shows duration, events, rage and dead clicks beside the score: 37 minutes in the invite modal with 13 rage clicks explains itself.
03 LIVE
The stream, unvarnished
task_created, page_viewed, flag_evaluated, invite_sent, plan_upgraded: twelve recent events with offsets in seconds, one of them an upgrade worth +$24 MRR. The footer admits the plan filter is cosmetic in the demo.
04 ESTATE GOVERNANCE
CEDX Product Analytics Estate Governance: Live production state on one screen
Inspect every active record, bottleneck, and financial impact in CEDX Product Analytics without exporting CSVs or waiting for overnight warehouse syncs.
01 OVERVIEW · PRODUCT-ANALYTICS.CEDXSYSTEMS.COM

The product's vital signs

● Live Screen Capture

DAU 18.4K, MAU 42.1K, 2.1M events a day, D7 retention 34.6%, activation 28.4%, core feature use 41%. Product health reads 88 with schema drift, dead events, stale flags and SDK lag itemized.

✓ Health 88: drift 3 · dead events 5 · stale flags 4Verified in /app/product-analytics
✓ Events by category: core 820K of the 30-day viewVerified in /app/product-analytics
✓ Annotations: boards v2 GA, onboarding rewriteVerified in /app/product-analytics
The product's vital signs
OPERATING CADENCE · DATA & ANALYTICS

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

Stop paying Fivetran, dbt, Snowflake, and Tableau just to re-join the customer and invoice tables that your SaaS vendors split apart.

STAGE 01

Capture & Ingest

Records land in CEDX Product Analytics 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 PRODUCT ANALYTICS

Three roles open CEDX Product Analytics 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.

Growth and product using CEDX Product Analytics

Growth and product

Owns activation: watches the 28.4% signup-to-project rate, the step where it leaks, and the alert when a rollout changes the shape.

● activation · 28.4%
Product management using CEDX Product Analytics

Product management

Reads replay before roadmap: the invite modal's 68 friction score and 25 rage clicks outrank opinion in the planning meeting.

● friction · invite modal 68
Data and schema engineering using CEDX Product Analytics

Data and schema engineering

Keeps the event schema honest (3 drift items, 5 dead events, 4 stale flags) so downstream numbers mean what they say.

● schema drift · 3 open
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Zero-ETL Analytics Because the Applications and the Warehouse Share One Engine

CEDX Product Analytics 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 /insight/ ->

CEDX Insight

Product events feed the governed metric layer; the activation rate here is a certified metric there.
CONNECTED MODULE 02 Open /embedded/ ->

CEDX Embedded

Usage on embedded analytics is itself product telemetry. The two consoles read each other's numbers.
CONNECTED MODULE 03 Open /sync/ ->

CEDX Sync

Events reach the warehouse through the same pipelines Sync meters: ingest lag here, freshness SLA there.
CONNECTED MODULE 04 Open /notify/ ->

CEDX Notify

Alert-worthy movements (retention dips, friction spikes) route to the people who own the screen through the estate's notification spine.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Product Analytics.

"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

"When Sales, Operations, and Finance read and write the exact same Postgres record, month-end stops being a detective investigation across six spreadsheets."

Elena Rostova
Elena Rostova
Chief Financial Officer · Northline Group

"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
LIVE TCO & CONSOLIDATION MODEL · DATA & ANALYTICS

Stop paying five vendors to re-sync the same data & analytics record.

Drag the seat slider to compare your current stitched stack (Snowflake + Fivetran + Tableau Enterprise + Amplitude + Looker) against running CEDX Product Analytics natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Snowflake + Fivetran + Tableau Enterprise + Amplitude + Looker
$1,380,000 / yr
CEDX Product Analytics + 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 PRODUCT ANALYTICS

Questions operators and architecture teams ask before piloting CEDX Product Analytics.

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/product-analytics . It runs on demo data, which the header states on screen.
02 What is a friction score? +
Rage clicks, dead clicks and errors rolled up per session, then aggregated per screen. The invite modal leads the leaderboard at 68, with 25 rage clicks and 19 dead clicks across four sessions, which makes it a fix list, not a metric.
03 How fresh is the Live screen? +
About four seconds behind, and the header card says so. Users per minute covers the last 30 minutes; the event stream shows the twelve most recent events with offsets in seconds.
04 What counts as activation? +
Signup to project: 28.4% in the demo workspace. Goal mode prints the funnel step by step: signup 100%, workspace created 78%, project opened 56%, task created 39%, so the leak has an address.
05 Is Product Analytics 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 Product Analytics is running right now. Open it and inspect the record.

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

Open live CEDX Product Analytics (/app/product-analytics) -> Book an estate architecture map