CEDX 2026 AI Release: Auditable Copilot, permission-bounded autonomous agents, and multi-model AI Gateway on one record Explore the CEDX AI Gateway architecture ->
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AI CEDX AI Gateway
Overview Requests Usage & cost Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
AI CEDX AI Gateway · AI · ai-gateway.cedxsystems.com

Every model call, one front door.

CEDX AI Gateway sits between your apps and the models: a virtual key per team, routes with primaries and counted fallbacks, caching, rate limits, and a ledger that writes latency, tokens and cost on every single request.

Open live CEDX AI Gateway -> Inspect 4-screen build tour
340 requests in the sample 48 virtual keys 36 routes in view Zero-ETL Shared Postgres Record
CEDX AI Gateway Enterprise Architecture Briefing
CEDX AI Gateway · 340 requests in the sample

"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 AI Gateway reads and writes the exact same canonical Postgres record as CEDX Copilot, CEDX Agents, and CEDX Speech with zero third-party webhooks.
🔒 https://ai-gateway.cedxsystems.com/workspace/live
CEDX AI Gateway · Overview (Health is a number, not a colour)
ai-gateway.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/ai-gateway ↗
REQUESTS IN THE SAMPLE
340
265 ok · 45 cached · 27 rate-limited
VIRTUAL KEYS
48
9 flagged critical risk
ROUTES IN VIEW
36
702,971 hits · $40K over 30 days
OF SAMPLE SPEND ON ONE MODEL
52%
assist-reasoning · $788.21 of $1.5K
AI Engine / Agent Runbook Grounded Schema Scope Caller & Policy Guardrail Token / Latency Budget Deterministic Write Gate Audit Trace
Deal Desk Margin CopilotCEDX AI Gateway · Record #1040 CRM + Quotes + Books AR RBAC: Account Executive 180ms · $0.004 / Run ● Human-in-the-Loop Signoff Trace #99412
Autonomous AR Collections AgentCEDX AI Gateway · Record #1041 Books Overdue + Mail + Sign RBAC: Finance Controller 310ms · Zero Hallucination ● Leashed to Approved Tiers Trace #99418
AI Gateway Model RouterCEDX AI Gateway · Record #1042 Zero-Retention Enterprise LLM PII Redaction Active 99.98% Cache Hit Rate ● Strict Cost Cap Enforced Trace #99425
Voice & Call Floor IntelligenceCEDX AI Gateway · Record #1043 Live Speech-to-CRM Extraction 100% Call Transcription Real-Time Sentiment + Next Step ● Auto-Logged to Deal Record Trace #99431
✦ CEDX AI Gateway Copilot · Deal Desk Margin Copilot
Overview Verified
340 sampled requests: 265 ok, 45 cached, 27 rate-limited, 2 error, 1 timeout. The health ring reads 0.9% errors and 7.9% 429s; 9 of 48 virtual keys carry critical risk. The alerts arrive with the fix attached: vk-code-review at 94% of its RPM soft-cap; raise the cap to 300 or route the canary off peak.
CEDX AI Gateway operator workspace in natural daylight
FIELD DOCUMENTARY · AI

A ledger of every request

The most expensive request in the demo window cost $30.25: route.support.chat.27 on assist-large, 8.5K tokens in. The cheapest visible cost is $0.0000. Both are rows in the same table, which is the entire point of a gateway.

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

Three architectural jobs CEDX AI Gateway 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

A ledger of every request

340 requests in the sample, each with route, key, model, status, latency, tokens in and cost. route.support.rank.22 answered in 16ms for $0.0000 on assist-fast; route.support.chat.27 took 2.8 seconds and $30.25 on assist-large. Same table, same columns: no arguing about where the money went.

✓ Status chips: ok · error · 429 · timeout · cachedVerified
✓ Search by route, request id, key or modelVerified
✓ CSV of the filtered viewVerified
02 · LIVE EXECUTION

Routes carry primaries and fallbacks

36 routes, each naming a team, a primary model and a fallback count. route.support.v3 runs assist-balanced with 2 fallbacks over 48,200 hits; route.onboard.batch.34 shows 14.4% of its traffic falling back and is flagged Error, which is exactly when you want a gateway and not a wrapper.

Routes carry primaries and fallbacks
CEDX AI Gateway Live Telemetry ● 340 requests in the sample
03 · DETERMINISTIC GOVERNANCE

Spend, attributed to the model

The usage grid keeps 180 day-key rows, 176,843 requests and $95K of usage-grid spend, and the sample's spend share is blunt: assist-reasoning takes 52% ($788.21), assist-large 29%. The two cheapest model families share 3% between them.

✓ Spend share by model, from the request sampleActive
✓ Day-by-key rows with tokens and 429 countsActive
✓ Filter chips per model family: fast to edgeActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX AI Gateway build looks like when you open /app/ai-gateway.

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

REQUESTS IN THE SAMPLE
340
265 ok · 45 cached · 27 rate-limit
VIRTUAL KEYS
48
9 flagged critical risk
ROUTES IN VIEW
36
702,971 hits · $40K over 30 days
OF SAMPLE SPEND ON ONE MODEL
52%
assist-reasoning · $788.21 of $1.5
4-SCREEN RUNNING BUILD TOUR

Four screens captured from ai-gateway.cedxsystems.com, in the order operators run them.

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

01 OVERVIEW
Health is a number, not a colour
340 sampled requests: 265 ok, 45 cached, 27 rate-limited, 2 error, 1 timeout. The health ring reads 0.9% errors and 7.9% 429s; 9 of 48 virtual keys carry critical risk. The alerts arrive with the fix attached: vk-code-review at 94% of its RPM soft-cap; raise the cap to 300 or route the canary off peak.
02 REQUESTS
Every call, itemised
The request ledger is the ground truth: req id, route, virtual key, model, status, latency, tokens in and cost, with a Sessions tab beside it. The $30.25 request and the $0.0000 request are twenty rows apart.
03 USAGE & COST
The bill, explained to itself
Spend and cache analytics on one screen: $1.5K of sample request spend against a $95K usage grid, 1282K tokens in and out, and a spend-share panel that puts 52% of the money on assist-reasoning. The day-key table rolls it up with 429s counted per row.
04 ROUTES
Where resilience is configured
Thirty-six routes with team, primary model, fallback count, hits, fallback share, error share, latency and spend. route.batch.jobs carries 62,000 hits on assist-fast at a 6.8% error share: Warning, visible, and nobody had to grep a log to find it.
01 OVERVIEW · AI-GATEWAY.CEDXSYSTEMS.COM

Health is a number, not a colour

● Live Screen Capture

340 sampled requests: 265 ok, 45 cached, 27 rate-limited, 2 error, 1 timeout. The health ring reads 0.9% errors and 7.9% 429s; 9 of 48 virtual keys carry critical risk. The alerts arrive with the fix attached: vk-code-review at 94% of its RPM soft-cap; raise the cap to 300 or route the canary off peak.

✓ 429 rate is a headline card at 7.9%Verified in /app/ai-gateway
✓ Cache TTL 5m→30m on Jul 21, annotated on the chartVerified in /app/ai-gateway
✓ Budget pace 100% on the health panelVerified in /app/ai-gateway
Health is a number, not a colour
OPERATING CADENCE · AI

How CEDX AI Gateway 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 AI Gateway 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 AI GATEWAY

Three roles open CEDX AI Gateway 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.

Platform engineering using CEDX AI Gateway

Platform engineering

Owns routes and providers: sets primaries and fallbacks, watches fallback share, and answers for the 10 routes flagged degraded.

● 36 routes · 10 degraded
Cost and usage review using CEDX AI Gateway

Cost and usage review

Reads the day-key grid the way finance reads a ledger. 52% of sample spend on one model is a conversation started early, not a surprise at month end.

● $95K · 180 day-key rows
Incident response using CEDX AI Gateway

Incident response

Gets the alert when vk-code-review hits 94% of its RPM soft-cap, and chooses between raising the cap and routing the canary off peak.

● 429 rate · 7.9%
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

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

CEDX AI Gateway 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

The models on Copilot's prompt registry are the models these routes carry, which is why its cost-per-run column and this ledger speak the same language.
CONNECTED MODULE 02 Open /agents/ ->

CEDX Agents

Every fleet row's model column is a routed call. The agents' $0.002-to-$0.37 cost-per-run spread is this routing, seen from the other side.
CONNECTED MODULE 03 Open /speech/ ->

CEDX Speech

Speech meters its listen and speak models per job and per session; per-call cost and rate discipline is what a gateway is for.
CONNECTED MODULE 04 Open /knowledge/ ->

CEDX Knowledge

Knowledge's AI answer is synthesized from retrieved cards, a model call that can be routed, cached and priced like any other.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX AI Gateway.

"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 AI Gateway 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 AI Gateway + 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 AI GATEWAY

Questions operators and architecture teams ask before piloting CEDX AI Gateway.

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/ai-gateway . It runs on demo data: Northline is the demo workspace, not a customer.
02 What happens when a model falls over? +
The route falls back, and the fallback is counted. Routes carry a primary and an FB count: route.support.v3 fired its fallback in the demo window and the alert's advice was to keep the weights and watch provider health, not to panic. Fallback share is a column on every route, up to 15.6% in view.
03 How do costs stay sane? +
Three ways, all on screen: every request writes its cost to the ledger; soft-caps alert before budgets blow, vk-code-review was caught at 94% of its RPM cap; and caching took 13.2% of the sample after the TTL change.
04 Can we cap one team without touching the others? +
That is what virtual keys are for. Each of the 48 keys in the demo carries its own usage, limits and risk flag, 9 are flagged critical risk, and the usage grid breaks spend down by day and key.
05 Is AI Gateway 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 AI Gateway is running right now. Open it and inspect the record.

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

Open live CEDX AI Gateway (/app/ai-gateway) -> Book an estate architecture map