CEDX 2026 Kernel Release: Single-tenant isolation, canonical Postgres schema, workflow bus, and immutable audit trail Explore the CEDX Search architecture ->
CEDXSystems
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PLATFORM & IDENTITY CEDX Search
Overview Queries Clicks Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
PLATFORM & IDENTITY CEDX Search · Platform · search.cedxsystems.com

Search analytics for the queries that fail.

Five hundred fifty-eight thousand searches a month in the demo estate, and the console leads with the part most search tools average away: a 9.1% zero-result rate (51K searches that found nothing), with the failing queries named and the fixes scored.

Open live CEDX Search -> Inspect 4-screen build tour
558K searches a month 9.1% zero-result rate 48% of clicks on position 1 Zero-ETL Shared Postgres Record
CEDX Search Enterprise Architecture Briefing
CEDX Search · 558K searches a month

"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 Search reads and writes the exact same canonical Postgres record as CEDX Files, CEDX Knowledge, and CEDX Copilot with zero third-party webhooks.
🔒 https://search.cedxsystems.com/workspace/live
CEDX Search · Overview (The scoreboard and the fix list together)
search.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/search ↗
SEARCHES A MONTH
558K
320 queries tracked
ZERO-RESULT RATE
9.1%
51K failed searches
OF CLICKS ON POSITION 1
48%
expected band ~45 to 55%
SEARCH-TO-ACTION CONVERSION
4.2%
order or ticket
Platform Subsystem / Node Canonical Schema Binding Tenant & RBAC Scope Throughput / Event Rate Cryptographic Audit SLA Availability
Canonical Entity Graph v26.4CEDX Search · Record #1040 132 Apps · Shared Primary Keys Global Multi-Entity Root 48.2M Events / Day ● SHA-256 Chain Verified 99.995% Uptime
Workflow Deterministic BusCEDX Search · Record #1041 Cross-App Triggers (CRM->Books) Zero-Middleware Execution 1,840 Workflows / Min ● Idempotent Replay Log 0.012s p99
Enterprise Directory & RBACCEDX Search · Record #1042 418 Principals · 38 Roles SCIM + SAML + Passkeys Zero Standing Drift ● Every Grant Priced 100% Enforced
Immutable Compliance LedgerCEDX Search · Record #1043 SOC-2 / ISO / GDPR Evidence Tamper-Evident Storage 100% Write Coverage ● Auditor Read-Only View Verified Live
✦ CEDX Search Copilot · Canonical Entity Graph v26.4
Overview Verified
Index health reads 88, and below the metric cards the console lists what to do next, scored recovery actions: publish a synonym cluster worth +2.2K searches, pin a winner on a head query, ship a boost rule. Impact plus effort, ranked.
CEDX Search operator workspace in natural daylight
FIELD DOCUMENTARY · PLATFORM & IDENTITY

Every query, scored five ways

One support query returns nothing 84.7% of the time, 5,453 times a month. The console does not just count it; the synonym that would fix it is a scored action, waiting to be published.

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

Three architectural jobs CEDX Search gets right on one record.

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

01 · PLATFORM & IDENTITY FOUNDATION

Every query, scored five ways

The Queries table carries searches, CTR, zero-result rate, conversion, average position and intent on all 320 rows. Sorting by failure is the point: a cycle-count query at 84.7% zero-results and a receipt query at 40.5% are the rows a search team should start its week with.

✓ Intent chips: commercial, navigational, support, browse, brandVerified
✓ Zero-heavy and no-click filters on the headerVerified
✓ Thirty-day sparkline on every queryVerified
02 · LIVE EXECUTION

Clicks, checked against the benchmark

The Clicks screen does not celebrate position one at 48%; it prints the expected band, roughly 45 to 55%, next to it. Click volume by result position (8,332 clicks at positions 2 and 3) and the no-click queue are on the same screen, so both over-performance and under-performance are visible.

Clicks, checked against the benchmark
CEDX Search Live Telemetry ● 558K searches a month
03 · DETERMINISTIC GOVERNANCE

Four indexes, health-scored separately

Catalog at 78, Help Center at 76, Docs at 82, Blog at 80. Each has records, lag, searches, zero-result rate and facet coverage of its own. The worst zero-result rate in the estate, 10.9%, belongs to the help index, which is where users go when something is already wrong.

✓ 22,800 records across the four indexesActive
✓ Index lag from 4 seconds to 22Active
✓ AI answers enabled per index, not assumedActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Search build looks like when you open /app/search.

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

SEARCHES A MONTH
558K
320 queries tracked
ZERO-RESULT RATE
9.1%
51K failed searches
OF CLICKS ON POSITION 1
48%
expected band ~45 to 55%
SEARCH-TO-ACTION CONVERSION
4.2%
order or ticket
4-SCREEN RUNNING BUILD TOUR

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

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

01 OVERVIEW
The scoreboard and the fix list together
Index health reads 88, and below the metric cards the console lists what to do next, scored recovery actions: publish a synonym cluster worth +2.2K searches, pin a winner on a head query, ship a boost rule. Impact plus effort, ranked.
02 QUERIES
The long tail, made sortable
Three hundred twenty queries with their full stat line. The head is healthy (a scanner query at 8,420 searches and 45.2% CTR), and the tail is where the work is: support queries with zero-result rates over 40% and average positions past seven.
03 CLICKS
Where the clicks actually land
Five buckets of result positions with the volume in each, and a CTR-by-position chart with its expected band printed. A top hit at 68.9% CTR on a returns query is healthy; the no-click queue next to it is the work.
04 INDEXES
The estate under the search box
Four indexes with independent health scores, lag measurements and sync times: the catalog synced 2 minutes ago, the blog an hour. Facet coverage runs 76% to 94%, and AI answers are on for two indexes, off for two, as a visible per-index choice.
01 OVERVIEW · SEARCH.CEDXSYSTEMS.COM

The scoreboard and the fix list together

● Live Screen Capture

Index health reads 88, and below the metric cards the console lists what to do next, scored recovery actions: publish a synonym cluster worth +2.2K searches, pin a winner on a head query, ship a boost rule. Impact plus effort, ranked.

✓ Recovery upside: 8.1K searches across the top 4 actionsVerified in /app/search
✓ Searches by intent, volume-weightedVerified in /app/search
✓ Biggest movers up and down, with deltasVerified in /app/search
The scoreboard and the fix list together
OPERATING CADENCE · PLATFORM & IDENTITY

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

Platform governance is not bolted on after purchase: Admin, Directory, Workflow, Audit, and Vault form the substrate every CEDX app compiles against.

STAGE 01

Capture & Ingest

Records land in CEDX Search 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 SEARCH

Three roles open CEDX Search 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.

Search operations using CEDX Search

Search operations

Owns the zero-result board: 51K failed searches a month, the synonyms and pins that fix them, and the recovery actions ranked by impact.

● zero-result · 9.1%
Merchandising using CEDX Search

Merchandising

Owns the head: the 41.4% click-through on commercial queries and the pins and boosts the recovery list keeps scoring.

● recovery upside · 8.1K
Support content using CEDX Search

Support content

Owns the help index: 2,140 articles, a 10.9% zero-result rate, and the gap between what users type and what articles are titled.

● help ZRR · 10.9%
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

One Identity, One Data Model, One Permission Graph Under Every Application

CEDX Search 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 /files/ ->

CEDX Files

Classification and staleness in the file library are ranking signals here: a 63%-labelled library searches like one.
CONNECTED MODULE 02 Open /knowledge/ ->

CEDX Knowledge

The help index is the knowledge base searched: 2,140 articles, and the zero-result queries are the articles that do not exist yet.
CONNECTED MODULE 03 Open /copilot/ ->

CEDX Copilot

AI answers are a per-index switch on the Indexes screen; the assistant answers from the same corpus search ranks.
CONNECTED MODULE 04 Open /embedded/ ->

CEDX Embedded

Search analytics become product analytics when the dashboards live inside your own app: same figures, your chrome.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Search.

"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 · PLATFORM & IDENTITY

Stop paying five vendors to re-sync the same platform & identity record.

Drag the seat slider to compare your current stitched stack (Okta Workforce + Workato + MuleSoft + Vanta + Splunk Audit) against running CEDX Search natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Okta Workforce + Workato + MuleSoft + Vanta + Splunk Audit
$1,380,000 / yr
CEDX Search + 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 SEARCH

Questions operators and architecture teams ask before piloting CEDX Search.

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/search . It runs on demo data, which the page says next to the figures rather than in a footnote.
02 What is a zero-result rate and why lead with it? +
The share of searches that return nothing: 9.1% across the demo estate, 51K searches a month. It is the single most honest search metric: averages look fine while a support query fails 84.7% of the time, which is why the failing queries are named, not smoothed.
03 How do fixes get prioritised? +
The Do this next panel scores recovery actions by impact and effort: a synonym cluster worth +2.2K searches ranks above a pin worth +1.4K. A/B results arrive the same way. Typo tolerance is already showing +3.4 points of CTR in the alerts.
04 What counts as conversion? +
Search leading to an order or a ticket, at 4.2% in the demo configuration. It sits next to CTR and position because a clicked result that goes nowhere is a different failure than a query with no results.
05 Can each index behave differently? +
Yes, the four demo indexes carry independent health scores, lag, facet coverage and an AI-answers switch each. The help index's 10.9% zero-result rate is a separate problem from the catalog's 9.1%, and the console treats it that way.
LIVE SANDBOX · ZERO MIDDLEWARE · NO CARD REQUIRED

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

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

Open live CEDX Search (/app/search) -> Book an estate architecture map