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DATA & ANALYTICS CEDX Warehouse
Overview Ask Freshness SLA Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
DATA & ANALYTICS CEDX Warehouse · Data & Analytics · data-warehouse.cedxsystems.com

A warehouse that admits which tables are stale.

CEDX Warehouse is the managed analytical store for the estate: 320 tables tracked against freshness SLAs, credits and storage watched by domain, and natural-language answers that show their thinking steps and the SQL they ran.

Open live CEDX Warehouse -> Inspect 4-screen build tour
320 tables in the catalog 4.2K credits per day 412 AI questions a day Zero-ETL Shared Postgres Record
CEDX Warehouse Enterprise Architecture Briefing
CEDX Warehouse · 320 tables in the catalog

"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 Warehouse reads and writes the exact same canonical Postgres record as CEDX Sync, CEDX Insight, and CEDX Embedded with zero third-party webhooks.
🔒 https://data-warehouse.cedxsystems.com/workspace/live
CEDX Warehouse · Overview (The estate's meter, running in the open)
data-warehouse.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/data-warehouse ↗
TABLES IN THE CATALOG
320
166 at risk · 146 breaching SLA
CREDITS PER DAY
4.2K
$13K compute on the live snapshot
AI QUESTIONS A DAY
412
91% grounded in governed views
TOP PRIORITY SCORE
1805.5
ops.tickets_283 · 20.25× over SLA
Dataset / Semantic Metric Upstream Estate Source Data Owner & SLA Tier Row Volume & Freshness Lineage Health Score Query p95
fact_canonical_revenue_arrCEDX Warehouse · 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 Warehouse · Record #1041 CRM + Desk + Product Analytics Customer Success Core 1.8M Entities · Live ● Zero Orphan Keys 28ms Query
mart_supply_chain_marginCEDX Warehouse · Record #1042 Inventory + Warehouse + Payables Operations BI Gold Tier 19.4M Rows · 1.2s Lag ● Lineage Verified 64ms Query
events_web_and_product_streamCEDX Warehouse · Record #1043 Web + Product Analytics SDK Growth Engineering 140M Events / Day ● PII Scrubbed at Ingest 51ms Query
✦ CEDX Warehouse Copilot · fact_canonical_revenue_arr
Overview Verified
Credits, active queries, storage and SLA breaches on one row; estate health reads 88 with the components listed. The alert feed explains itself: etl_large scanned 48 TB because an INSERT skipped the partition prune on raw.orders.
CEDX Warehouse operator workspace in natural daylight
FIELD DOCUMENTARY · DATA & ANALYTICS

Freshness is an SLA, not a hope

The Freshness SLA screen doesn't hide its worst row. ops.tickets_283 sits at the top: 81 hours old against a 4-hour SLA, 20.25× over, priority 1805.5. An honest warehouse leads with that.

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

Three architectural jobs CEDX Warehouse 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

Freshness is an SLA, not a hope

320 tables carry age against SLA in a risk queue scored by impact: ops.tickets_283 at 81h against 4h, 20.25× over, with 26 consumers reading it anyway. An SLA simulator and the scoring model sit one tab away.

✓ Age, SLA and ×SLA on every rowVerified
✓ Consumers and impact feed the priority scoreVerified
✓ Risk queue, SLA simulator, scoring model tabsVerified
02 · LIVE EXECUTION

Ask, and watch it think

“What was net revenue last week?” returns $4.21M, down 3.8%, with the thinking steps listed: interpreted via the certified metric in sem_revenue_360, resolved core.orders, planned the SQL. The generated SQL prints below the answer.

Ask, and watch it think
CEDX Warehouse Live Telemetry ● 320 tables in the catalog
03 · DETERMINISTIC GOVERNANCE

Spend has an address

4.2K credits a day and 84 TB of storage break down by domain (Commerce at a 1,420 credit index against Support's 210) and by warehouse, where report_3xl_5 burns 907 credits a day on 11 active queries.

✓ Spend by domain, credits indexedActive
✓ Busiest warehouses with credits per dayActive
✓ Cost spikes alerted with the cause namedActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Warehouse build looks like when you open /app/data-warehouse.

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

TABLES IN THE CATALOG
320
166 at risk · 146 breaching SLA
CREDITS PER DAY
4.2K
$13K compute on the live snapshot
AI QUESTIONS A DAY
412
91% grounded in governed views
TOP PRIORITY SCORE
1805.5
ops.tickets_283 · 20.25× over SLA
4-SCREEN RUNNING BUILD TOUR

Four screens captured from data-warehouse.cedxsystems.com, in the order operators run them.

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

01 OVERVIEW
The estate's meter, running in the open
Credits, active queries, storage and SLA breaches on one row; estate health reads 88 with the components listed. The alert feed explains itself: etl_large scanned 48 TB because an INSERT skipped the partition prune on raw.orders.
02 ASK
412 questions a day, grounded
412 AI questions a day run against governed semantic views at 4.1s median latency, spending 3.6 of the day's 4.2K credits. Suggested questions stay in scope: fill rate by DC, the finance warehouse's cost this week, which tables are past SLA.
03 FRESHNESS SLA
The risk queue, scored
166 tables at risk (age at least 75% of SLA) and 146 breaching, each with consumers, impact and a priority score; ops.tickets_283 leads at 1805.5. Effort is marked S, M or L so the queue doubles as a work plan.
04 ESTATE GOVERNANCE
CEDX Warehouse Estate Governance: Live production state on one screen
Inspect every active record, bottleneck, and financial impact in CEDX Warehouse without exporting CSVs or waiting for overnight warehouse syncs.
01 OVERVIEW · DATA-WAREHOUSE.CEDXSYSTEMS.COM

The estate's meter, running in the open

● Live Screen Capture

Credits, active queries, storage and SLA breaches on one row; estate health reads 88 with the components listed. The alert feed explains itself: etl_large scanned 48 TB because an INSERT skipped the partition prune on raw.orders.

✓ 4.2K credits/day · 86 active queries · 84 TBVerified in /app/data-warehouse
✓ 146 SLA-breach tables · average query 42sVerified in /app/data-warehouse
✓ Alerts root-caused and pricedVerified in /app/data-warehouse
The estate's meter, running in the open
OPERATING CADENCE · DATA & ANALYTICS

How CEDX Warehouse 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 Warehouse 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 WAREHOUSE

Three roles open CEDX Warehouse 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.

Data engineering using CEDX Warehouse

Data engineering

Works the freshness risk queue: partition prunes, backfills, and the etl_large job that scanned 48 TB before the alert priced the fix.

● etl_large · 48 TB scanned
Analytics engineering using CEDX Warehouse

Analytics engineering

Certifies the semantic views Ask grounds against (sem_revenue_360 and the 14 others) and watches credit-per-question against the daily total.

● 15 semantic views · 91% grounded
Platform operations using CEDX Warehouse

Platform operations

Watches warehouses up, cache hit and cost spikes: 11 of 18 warehouses running, 41% cache hit rate, 11 high cost spikes on the health ring.

● warehouses · 11 of 18 up
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

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

CEDX Warehouse 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 /sync/ ->

CEDX Sync

The 320 tables stay fresh because Sync's 72 jobs move 48.2M rows a day; a lag breach there lands here as a stale table.
CONNECTED MODULE 02 Open /insight/ ->

CEDX Insight

The governed metric layer reads this catalog; the two Ask screens resolve through the same semantic views.
CONNECTED MODULE 03 Open /embedded/ ->

CEDX Embedded

Answer embeds (30 of them, 63K questions in 30 days on the demo estate) execute against these governed views inside other products.
CONNECTED MODULE 04 Open /copilot/ ->

CEDX Copilot

Ask AI sits on every Warehouse screen; the assistant cites the same tables and views the console tracks.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Warehouse.

"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 · 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 Warehouse 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 Warehouse + 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 WAREHOUSE

Questions operators and architecture teams ask before piloting CEDX Warehouse.

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/data-warehouse . It runs on demo data, which the header states on screen.
02 What does a freshness SLA breach mean? +
The table is older than it promised to be. ops.tickets_283 is 81 hours old against a 4-hour SLA with 26 consumers, which scores it priority 1805.5 and puts it at the top of the risk queue. The queue is the work list, ordered by impact and effort.
03 How is Ask different from a chatbot? +
Answers execute against governed semantic views. The screen lists its thinking steps (interpreted the certified metric, resolved core.orders, planned the SQL), prints the generated SQL, estimates the credits, and flags uncertified views before anything runs.
04 What drives the credit spend? +
It is broken down two ways on the overview: by domain (Commerce at a 1,420 index, Support at 210) and by warehouse (report_3xl_5 at 907 credits a day on 11 queries). The cost-spike alerts name the cause: etl_large's 48 TB scan was an INSERT without a partition prune.
05 Is Warehouse 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 Warehouse is running right now. Open it and inspect the record.

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

Open live CEDX Warehouse (/app/data-warehouse) -> Book an estate architecture map