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

The number is on the wall. Now ask it why.

Insight is the governed metric layer for the estate: 320 certified metrics, an Ask screen that answers in plain language and prints the SQL it ran, and dashboards whose owners, tiles and view counts are on the record.

Open live CEDX Insight -> Inspect 4-screen build tour
320 governed metrics in the catalog 148 questions asked today 42 dashboards on the record Zero-ETL Shared Postgres Record
CEDX Insight Enterprise Architecture Briefing
CEDX Insight · 320 governed metrics in the catalog

"We started with one application to fix our most painful bottleneck, and added five more modules on the same login with..."

Arjun Patel · SVP of Global Operations · Keystone Logistics · 0.01s Canonical Sync
CEDX Insight reads and writes the exact same canonical Postgres record as CEDX Warehouse, CEDX Reports, and CEDX Embedded with zero third-party webhooks.
🔒 https://insight.cedxsystems.com/workspace/live
CEDX Insight · Overview (The health of the metric estate, on one screen)
insight.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/insight ↗
GOVERNED METRICS IN THE CATALOG
320
92 revenue · 74 ops · 58 finance
QUESTIONS ASKED TODAY
148
96% grounded · 3.2s median
DASHBOARDS ON THE RECORD
42
17 published · 15 avg tiles
WEEKLY QUERY SPEND
$4.8K
waste queries named in alerts
Dataset / Semantic Metric Upstream Estate Source Data Owner & SLA Tier Row Volume & Freshness Lineage Health Score Query p95
fact_canonical_revenue_arrCEDX Insight · 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 Insight · Record #1041 CRM + Desk + Product Analytics Customer Success Core 1.8M Entities · Live ● Zero Orphan Keys 28ms Query
mart_supply_chain_marginCEDX Insight · Record #1042 Inventory + Warehouse + Payables Operations BI Gold Tier 19.4M Rows · 1.2s Lag ● Lineage Verified 64ms Query
events_web_and_product_streamCEDX Insight · Record #1043 Web + Product Analytics SDK Growth Engineering 140M Events / Day ● PII Scrubbed at Ingest 51ms Query
✦ CEDX Insight Copilot · fact_canonical_revenue_arr
Overview Verified
320 active metrics, 17 published boards of 42, $4.8K weekly query spend, 44 open drift. The BI health ring reads 68, and the alert list underneath explains itself: net revenue −4.2% vs baseline. Why: semantic model v4 changed credit allocation on Aug 12.
CEDX Insight operator workspace in natural daylight
FIELD DOCUMENTARY · DATA & ANALYTICS

Ask in plain language, audit the SQL

Every answer card on the Ask screen ends the same way, with “How was this calculated?”, and opens the generated SQL. A number you can interrogate is a number you can defend.

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

Three architectural jobs CEDX Insight 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

Ask in plain language, audit the SQL

The Ask screen answers “Why did net revenue drop last week?” with $4.20M, down 4.2%, and attributes it to EU wholesale and the promo channel, “not a definition change”. Below the answer: the generated SQL, the freshness stamp and the metric owner.

✓ Generated SQL printed under every answerVerified
✓ Freshness 2h and owner FP&A on the answer cardVerified
✓ Follow-ups and suggested questions stay in scopeVerified
02 · LIVE EXECUTION

Drift is a number, not a feeling

44 open drift items sit on the overview next to an average freshness of 18.1h against a 4-hour metric SLA and a 44% cache hit rate. The alerts arrive root-caused: semantic model v4 changed credit allocation on Aug 12, and the net revenue alert says so.

Drift is a number, not a feeling
CEDX Insight Live Telemetry ● 320 governed metrics in the catalog
03 · DETERMINISTIC GOVERNANCE

Dashboards with owners, not orphans

42 dashboards carry domain, owner, tile count, 30-day views and status on every row: Executive pulse at 2.4K views published, Working capital archived at 2.3K. Published, draft, scheduled and archived are filter chips, not guesses.

✓ Domain, owner and tiles on every rowActive
✓ Views over 30 days, sortableActive
✓ Published, draft, scheduled, archived chipsActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Insight build looks like when you open /app/insight.

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

GOVERNED METRICS IN THE CATALOG
320
92 revenue · 74 ops · 58 finance
QUESTIONS ASKED TODAY
148
96% grounded · 3.2s median
DASHBOARDS ON THE RECORD
42
17 published · 15 avg tiles
WEEKLY QUERY SPEND
$4.8K
waste queries named in alerts
4-SCREEN RUNNING BUILD TOUR

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

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

01 OVERVIEW
The health of the metric estate, on one screen
320 active metrics, 17 published boards of 42, $4.8K weekly query spend, 44 open drift. The BI health ring reads 68, and the alert list underneath explains itself: net revenue −4.2% vs baseline. Why: semantic model v4 changed credit allocation on Aug 12.
02 ASK
Plain question in, auditable answer out
148 questions a day across workspaces, 96% grounded in governed metrics, 3.2s median answer time. The answer card for net revenue shows the metric chip net_revenue at −4.2%, a freshness stamp of 2h and the owner, FP&A.
03 DASHBOARDS
42 boards, each with a pulse
Executive pulse leads at 2.4K views over 30 days with 14 tiles; Warehouse ops carries 22; Churn autopsy 23. The same table shows archived boards still pulling views (Working capital at 2.3K), so retirement is an evidence decision.
04 ESTATE GOVERNANCE
CEDX Insight Estate Governance: Live production state on one screen
Inspect every active record, bottleneck, and financial impact in CEDX Insight without exporting CSVs or waiting for overnight warehouse syncs.
01 OVERVIEW · INSIGHT.CEDXSYSTEMS.COM

The health of the metric estate, on one screen

● Live Screen Capture

320 active metrics, 17 published boards of 42, $4.8K weekly query spend, 44 open drift. The BI health ring reads 68, and the alert list underneath explains itself: net revenue −4.2% vs baseline. Why: semantic model v4 changed credit allocation on Aug 12.

✓ BI health 68, with the components listedVerified in /app/insight
✓ Late datasets 5, waste queries 8, cache hit 44%Verified in /app/insight
✓ Alerts arrive root-caused, spend attachedVerified in /app/insight
The health of the metric estate, on one screen
OPERATING CADENCE · DATA & ANALYTICS

How CEDX Insight 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 Insight 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 INSIGHT

Three roles open CEDX Insight 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.

FP&A and metric owners using CEDX Insight

FP&A and metric owners

Owns the certified definitions. When net revenue moves 4.2%, the answer card names them as owner and the drift queue says whether it was the business or the definition.

● net_revenue · −4.2% w/w
Analytics engineering using CEDX Insight

Analytics engineering

Watches freshness and spend: 18.1h average against a 4h SLA, $4.8K a week in queries, and the waste-query list that says which of the 320 earn their keep.

● freshness 18.1h · SLA 4h
Catalog stewardship using CEDX Insight

Catalog stewardship

Keeps the 320-metric catalog governable (definitions, domains and certification), so the Ask screen has something solid to ground against.

● catalog · 320 metrics
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

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

CEDX Insight 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 /data-warehouse/ ->

CEDX Warehouse

The 320 metrics and the SQL the Ask screen prints execute against the managed warehouse, freshness SLA and all.
CONNECTED MODULE 02 Open /reports/ ->

CEDX Reports

Published boards become scheduled packs: a board at 2.4K monthly views is a delivery candidate, and Reports tracks whether it arrives stale.
CONNECTED MODULE 03 Open /embedded/ ->

CEDX Embedded

Answer cards and tiles from the catalog ship inside other products: 30 answer embeds handled 63K questions in 30 days on the demo estate.
CONNECTED MODULE 04 Open /copilot/ ->

CEDX Copilot

Ask AI (⌘J) sits on every Insight screen; the assistant reads the same governed catalog rather than inventing numbers.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Insight.

"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

"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
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 Insight 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 Insight + 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 INSIGHT

Questions operators and architecture teams ask before piloting CEDX Insight.

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/insight . It runs on demo data, which the header states on screen rather than in a disclaimer.
02 Where do the Ask answers come from? +
From the governed semantic catalog, and only from it, 320 metrics in scope, stated on the Ask screen. The answer card for net revenue names the metric (net_revenue), its freshness (2h) and its owner (FP&A), and prints the generated SQL underneath.
03 What happens when a metric definition changes? +
It raises drift, not confusion. When semantic model v4 changed credit allocation on Aug 12, the overview raised a root-caused alert tying the net revenue move to that change, “boards still use mixed grain”, rather than letting the number quietly shift.
04 Can we see which dashboards people actually read? +
Yes. Every board carries 30-day views: Executive pulse at 2.4K published, Working capital at 2.3K archived and still being read. Retirement and promotion decisions get made from the same table.
05 Is Insight 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 Insight is running right now. Open it and inspect the record.

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

Open live CEDX Insight (/app/insight) -> Book an estate architecture map