CEDX 2026 AI Release: Auditable Copilot, permission-bounded autonomous agents, and multi-model AI Gateway on one record Explore the CEDX Knowledge architecture ->
CEDXSystems
EnglishTalk to sales
AI CEDX Knowledge
Overview Collections Articles Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
AI CEDX Knowledge · AI · knowledge.cedxsystems.com

Knowledge that admits when it's stale.

CEDX Knowledge runs the handbook as an inventory: every article has an owner, a trust score and a verify-by date, and the answer it synthesizes on the search screen is built from verified cards only, even when the unverified one ranks higher.

Open live CEDX Knowledge -> Inspect 4-screen build tour
320 articles in the workspace 50% verified within window 106 cards past verify-by Zero-ETL Shared Postgres Record
CEDX Knowledge Enterprise Architecture Briefing
CEDX Knowledge · 320 articles in the workspace

"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 Knowledge reads and writes the exact same canonical Postgres record as CEDX Copilot, CEDX Desk, and CEDX Agents with zero third-party webhooks.
🔒 https://knowledge.cedxsystems.com/workspace/live
CEDX Knowledge · Overview (A health ring, not a vibes committee)
knowledge.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/knowledge ↗
ARTICLES IN THE WORKSPACE
320
182 published · 57 draft · 29 archived
VERIFIED WITHIN WINDOW
50%
target band 71 to 80%, printed on the
CARDS PAST VERIFY-BY
106
87 of them high debt, scoring 99
OPEN ANSWER GAPS
67
80 tracked · top gap demand 210
AI Engine / Agent Runbook Grounded Schema Scope Caller & Policy Guardrail Token / Latency Budget Deterministic Write Gate Audit Trace
Deal Desk Margin CopilotCEDX Knowledge · Record #1040 CRM + Quotes + Books AR RBAC: Account Executive 180ms · $0.004 / Run ● Human-in-the-Loop Signoff Trace #99412
Autonomous AR Collections AgentCEDX Knowledge · Record #1041 Books Overdue + Mail + Sign RBAC: Finance Controller 310ms · Zero Hallucination ● Leashed to Approved Tiers Trace #99418
AI Gateway Model RouterCEDX Knowledge · Record #1042 Zero-Retention Enterprise LLM PII Redaction Active 99.98% Cache Hit Rate ● Strict Cost Cap Enforced Trace #99425
Voice & Call Floor IntelligenceCEDX Knowledge · Record #1043 Live Speech-to-CRM Extraction 100% Call Transcription Real-Time Sentiment + Next Step ● Auto-Logged to Deal Record Trace #99431
✦ CEDX Knowledge Copilot · Deal Desk Margin Copilot
Overview Verified
50% verified against a printed 71 to 80% target; 106 cards of verify debt, 87 of it high; 67 open answer gaps. The alerts are root-caused: the gap “API webhook retry policy” has demand 210. The Do-this-next queue puts retiring the legacy SSO fail-open card first.
CEDX Knowledge operator workspace in natural daylight
FIELD DOCUMENTARY · AI

Collections with owners, not folders

The demo workspace's most-viewed card (the Refund window card, 14K views) is unverified, trust 44, and past its verify-by date. The overview doesn't hide that. It puts the card at the top of the debt queue.

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

Three architectural jobs CEDX Knowledge gets right on one record.

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

01 · AI FOUNDATION

Collections with owners, not folders

41 collections holding 990 articles, each row carrying category, verified share, debt and 30-day views, and an owner. Support macros is the largest at 52 articles and 48K monthly views with 64% verified; Compliance runs 91% with zero debt. The difference between the two is management, and the table shows it.

✓ Verified share and debt on every rowVerified
✓ Category chips: Customer, Build, Risk, People, RevenueVerified
✓ An owner named on every collectionVerified
02 · LIVE EXECUTION

Verify-by dates make staleness a queue

334 articles in inventory, 50% of published verified, 106 past verify-by, 4 published with no owner at all. Trust runs next to the flag: FAQ: data retention sits at 99, verified; the Refund window card at 44, not. You can filter to Debt only and work the list.

Verify-by dates make staleness a queue
CEDX Knowledge Live Telemetry ● 320 articles in the workspace
03 · DETERMINISTIC GOVERNANCE

The answer says what it's built from

Search “refund” and the AI answer is explicit: synthesized from top results, verified cards only, “Based on 1 verified card”, with the Returns & refunds FAQ card cited underneath. The top hit by relevance is the unverified Refund window card. The answer refuses to use it.

✓ verified cards only: a checkbox, on in the captureActive
✓ The cited card is linked under the answerActive
✓ Thumbs down feeds the feedback queueActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Knowledge build looks like when you open /app/knowledge.

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

ARTICLES IN THE WORKSPACE
320
182 published · 57 draft · 29 arch
VERIFIED WITHIN WINDOW
50%
target band 71 to 80%, printed on
CARDS PAST VERIFY-BY
106
87 of them high debt, scoring 99
OPEN ANSWER GAPS
67
80 tracked · top gap demand 210
4-SCREEN RUNNING BUILD TOUR

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

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

01 OVERVIEW
A health ring, not a vibes committee
50% verified against a printed 71 to 80% target; 106 cards of verify debt, 87 of it high; 67 open answer gaps. The alerts are root-caused: the gap “API webhook retry policy” has demand 210. The Do-this-next queue puts retiring the legacy SSO fail-open card first.
02 COLLECTIONS
Where ownership lives
Forty-one collections with articles, verified share, debt and views per row. Field runs 93% verified; QA runs 49% with 7 debt. Both have a named owner; the scoreboard is only useful because somebody's name is on it.
03 ARTICLES
Every card, graded
The inventory view: 334 articles with status, views, trust, verified flag, verify-by date and owner. Archived cards stay in the table because deletion is not the same as governance. Card: API keys sits Archived at trust 20.
04 SEARCH
The payoff screen
An index of 361 articles and collections. The answer for “refund” cites the verified FAQ card; the two results rank 92 and 84 by relevance, and the 92 is the unverified card the answer declined to use.
01 OVERVIEW · KNOWLEDGE.CEDXSYSTEMS.COM

A health ring, not a vibes committee

● Live Screen Capture

50% verified against a printed 71 to 80% target; 106 cards of verify debt, 87 of it high; 67 open answer gaps. The alerts are root-caused: the gap “API webhook retry policy” has demand 210. The Do-this-next queue puts retiring the legacy SSO fail-open card first.

✓ 1.2M article views in 30 daysVerified in /app/knowledge
✓ Answer gaps: 67 open of 80 trackedVerified in /app/knowledge
✓ Do this next, ranked by impact, effort and confidenceVerified in /app/knowledge
A health ring, not a vibes committee
OPERATING CADENCE · AI

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

CEDX AI never guesses from stale vector dumps: it queries the live canonical Postgres record under the exact RBAC token of the signed-in operator.

STAGE 01

Capture & Ingest

Records land in CEDX Knowledge 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 KNOWLEDGE

Three roles open CEDX Knowledge 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.

Verification reviewer using CEDX Knowledge

Verification reviewer

Works the debt queue in order, 106 cards past verify-by, starting with the policy-critical ones the alerts name first.

● 106 past verify-by
Knowledge owner using CEDX Knowledge

Knowledge owner

Owns a collection's verified share the way a lead owns a number. Support macros at 64% has a name next to it, and a 14-card debt count.

● 41 collections · all owned
Support and operations using CEDX Knowledge

Support and operations

Searches “refund”, gets an answer built from the verified card, and flags the unverified twin ranking above it.

● answer gaps · 67 open
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Enterprise AI That Inherits Every Row-Level Permission and Prints Its Citations

CEDX Knowledge 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 /copilot/ ->

CEDX Copilot

Copilot's system prompt restricts answers to retrieved context. This is the context. Its citation-quality gate exists because verification does.
CONNECTED MODULE 02 Open /desk/ ->

CEDX Desk

Support macros is the demo's largest collection (52 articles, 48K views a month), the same macros a desk team works from.
CONNECTED MODULE 03 Open /agents/ ->

CEDX Agents

An agent's answer is only as good as what it retrieves. Verified collections are what guardrailed retrieval pulls from.
CONNECTED MODULE 04 Open /copilot/ ->

CEDX Copilot

Query and execute actions in CEDX Knowledge using natural language grounded in row-level RBAC permissions.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Knowledge.

"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 · AI

Stop paying five vendors to re-sync the same ai record.

Drag the seat slider to compare your current stitched stack (Glean Enterprise + Salesforce Einstein + Sierra AI + Custom RAG Stack) against running CEDX Knowledge natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Glean Enterprise + Salesforce Einstein + Sierra AI + Custom RAG Stack
$1,380,000 / yr
CEDX Knowledge + 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 KNOWLEDGE

Questions operators and architecture teams ask before piloting CEDX Knowledge.

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/knowledge . It runs on demo data: Northline is the demo workspace, not a customer.
02 What does “verified” actually mean? +
A card carries an owner, a verify-by date and a trust score; verified means it is inside its window. 50% of the demo's published articles qualify against a target band of 71 to 80% printed on the health ring. It is a workflow state, not a legal review.
03 What happens when there is no verified card for a question? +
An answer gap opens: 67 are open in the demo, 80 tracked. The top gap, “API webhook retry policy”, shows demand of 210, and the queued fix is to write the card, not to lower the bar.
04 Who owns staleness? +
A named person per collection: every collection row carries an owner. The four published articles with no owner at all are counted on the Articles header, because unowned is a defect, not a default.
05 Is Knowledge 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 Knowledge is running right now. Open it and inspect the record.

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

Open live CEDX Knowledge (/app/knowledge) -> Book an estate architecture map