CIXE
Exchange Dashboard · RC1 — Demonstration Data
Field Validation Active — June 2026
WFX — Workforce
Scope:Municipality • Onoway
RC1 Demo ← Platform Brief
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CIXE Exchange Dashboard

One platform. Many exchanges. Every community wins.

Why CIXE Exists

Communities don't need more reports.
They need a way to reuse proven solutions.

CIXE transforms successful projects into reusable Exchanges — so the next community starts with experience instead of starting from zero. Every lesson captured here is a problem someone else doesn't have to solve.

CIXE helps communities capture proven solutions, validate them, and reuse them across jurisdictions — turning one successful project into a repeatable blueprint for many others.

✓ Current Prototype Status

Dashboard prototype — 12 panels
Translation Blueprint — 8-component schema
Validator — scoring rules defined
Marketplace — listing concept
AIMN Memory — structure and lessons
WFX + GGX founding exchange demos
Architecture spec — React / FastAPI / PostgreSQL

◻ Next Phase — Production Build

PostgreSQL — persistent data
FastAPI — backend routes
React — panel-by-panel build
Authentication — Phase 2.5
Live municipalities — Phase 4
AI Advisor Engine — Phase 3
Simulation + Prediction engines — Phase 3
Active Exchanges
4

WFX, GGX, INX, RDX — founding layer

Communities Connected
18

Across Alberta and British Columbia

Validated Blueprints
6

In AIMN — available for reuse now

Lessons Stored
42

Permanently accessible across the network

Reuse Events
14

Communities who skipped rework

Estimated Value Created
$2.1M

Across all active exchanges — Phase 1

Full Exchange Journey — Vertical Slice
🎯
Challenge
📐
Blueprint
{ }
JSON
🛡️
Validate
💰
Value
🛒
Market
🧠
Memory
♻️
Reuse

Click any step above or use the sidebar to navigate the full exchange journey. Both WFX and GGX workflows are fully loaded.

Founding Exchanges
💼WFX — Workforce Exchange
⭐ FoundingValidated
🌊GGX — Ghost Gear Exchange
⭐ FoundingValidated
🏗️INX — Infrastructure Exchange
In Development
🔬RDX — Research & Development
In Development
Platform Roadmap
Phase 1 — Now
Static dashboard · Builder · Validator · Marketplace · AIMN · Signal Engine
Phase 2
PostgreSQL · FastAPI · Authentication · Save & load exchanges
Phase 3
AI-assisted Blueprint generation · Natural language builder · Smart recommendations
Phase 4
Live municipalities · First Nations · Real marketplace · Global network

CIXE Engine Suite

13 engines powering the platform — architecture reference view.

Foundation — The Core Exchange Layer
Engine 01

Signal Engine

Finds the right connections. Semantic matching, context-aware signals, trust-weighted results.

Active
Engine 03

Translation Engine

One Blueprint. Infinite exchanges. 8-component schema, standard vocabulary, interoperable across all domains.

Active
Engine 04

Validator Engine

Quality, compliance, confidence. Evidence verification, compliance checks, risk scoring, confidence rating.

Active
Exchange — Build, Match & Remember
Engine 02

Exchange Factory

Create exchanges in minutes. AI-assisted wizard, Blueprint generation, roles & signals, validator & metrics.

Active
Engine 05

Marketplace Engine

Match. Connect. Take action. Smart matching, opportunity listings, partner discovery, collaboration tools.

Active
Engine 06

AIMN Memory Engine

Institutional memory that lives. Lessons learned, what worked/avoid, reuse count, knowledge graph.

Active
Intelligence — Measure, Predict & Advise
Engine 07

Impact Engine

Measure what really matters. Dollars saved, jobs created, CO₂ reduced, time & risk avoided.

Phase 2
Engine 08

Community Flow Index (CFI)

Measure community health. Signal + Engagement + Collaboration + Growth = CFI Score.

Active
Engine 09

Prediction Engine

See what's next. Historical patterns, risk prediction, outcome forecasting, what usually happens.

Phase 2
Engine 10

Trust Engine

Trust earned. Trust measured. Outcome validation, reuse & endorsements, audit history, trust score.

Phase 2
Engine 11

Funding Engine

Connect to the right funding. Federal, provincial, municipal, private, foundation, partner sources.

Phase 2
Engine 12

Simulation Engine

Model the future. Reduce risk. Scenarios, financial, climate, population, infrastructure projections.

Phase 3
Engine 13

AI Advisor Engine

Your intelligent guide. Ask questions, get recommendations, build exchanges, find partners, learn & improve.

Phase 3

This is an architecture reference view. The primary workflow is: Challenge → Blueprint → Validate → Marketplace → Memory → Reuse.

Community Flow Index (CFI)

It's not about how many. It's about how much. Measure what really matters.

📡 Signal Create & Share
+
💬 Engagement Interact & Discuss
+
🔄 Flow Collaborate & Build
+
🌱 Growth Expand & Return
=
82
CFI Score
📡Signal Density78%

Posts & ideas per week

💬Engagement Rate91%

Comments & interactions

🔄Collaboration Flow84%

Active contributors

🌱Growth Momentum63%

New & returning members

Community Types
🔬

Research Lab

Small & focused. High collaboration.

📢

Broadcast Channel

Many listeners. Few interactions.

📚

Knowledge Library

Massive knowledge. Low discussion.

💡

Think Tank

Deep discussion. Ideas evolve fast.

🚀

Builder Community

Members build together. Real outcomes.

WFX Community — The Model

CFI Score82
Posts / Week18
Comments / Post6.4
Active Contributors8 (36%)
Knowledge SharedHigh
Collaboration FlowStrong

Typical Large Network

CFI Score48
Posts / Week6
Comments / Post1.35
Active Contributors312 (0.55%)
Knowledge SharedMedium
Collaboration FlowLow

Today's Insight

The WFX community is outperforming 87% of similar communities in collaboration flow.

Small team. Big ideas. High collaboration. Keep building — you're making something special.

CFI Formula: ER = (Comments + Reactions + Shares) ÷ Active Viewers × 100. High ER = Conversations = Growth. Low ER = Broadcast = Awareness. CFI = Sustainable Community Health.

What challenge are you trying to solve today?

Select a domain to load a pre-built Translation Blueprint, or start fresh.

🎯
Challenge
📐
Blueprint
{ }
JSON
🛡️
Validate
💰
Value
🛒
Market
🧠
Memory
♻️
Reuse
💼 WFX — Workforce Exchange

Workforce Shortages

Connect municipalities with certified operators, tradespeople, and specialists through a verified matching network.

⭐ Founding Exchange Live Demo
🌊 GGX — Ghost Gear Exchange

Ghost Gear Recovery

Coordinate derelict fishing gear retrieval across harbours with a verified DFO evidence chain.

⭐ Founding Exchange Live Demo
💧 WAX — Water Exchange

Water Infrastructure

Share proven water system solutions across municipal and Indigenous communities.

Coming Soon
🏡 HMX — Housing Exchange

Housing Challenges

Connect communities with verified modular and affordable housing frameworks.

Coming Soon
🚨 EMX — Emergency Exchange

Emergency Management

Deploy tested emergency preparedness frameworks built on real community field experience.

Coming Soon
⚙️ RDX — Build New Exchange

Start From Scratch

Begin with a blank Translation Blueprint. Define your own challenge, roles, signals, and proof rules.

Blank Blueprint
🤖

AI-Assisted Exchange Discovery — Phase 3. Describe your challenge in plain language and CIXE will suggest the closest matching Exchange and pre-fill the Blueprint automatically.

Translation Blueprint Builder

8 universal components that define any Exchange in the CIXE network.

1Identity
2Roles
3Signals
4Proof Rules
5Metrics
6Memory
7Governance
8Sovereignty
🤖

AI-Assisted Blueprint Generation — Phase 3. Describe your challenge in plain language and Claude will suggest all 8 components automatically.

Translation Blueprint — JSON

Your Exchange is defined in the CIXE standard schema. Ready for validation.

Generated Translation Blueprint

Exchange Validator

Every Exchange is checked against all 8 Translation Blueprint components before entering the network.

Value Panel

What this Exchange delivers — the metrics that matter to mayors, funders, and community leaders.

Exchange Marketplace

Validated Exchanges available to all participating communities in the CIXE network.

AIMN Memory Network

Institutional memory that lives. Every validated Exchange outcome stored permanently for future communities.

Signal Engine

Blueprint signal strength, match quality, and network health for the active workflow.

Evidence

Proof this isn't a concept. Real pilots, real outcomes, real communities.

Phase 1 — Field Validated

A mayor, CAO, or DFO officer will ask one question before anything else: "Has anyone actually used this?"

The answer is yes. Below is the field evidence from CIXE's Phase 1 founding exchanges — real pilots, real outcomes, real communities.

🌊 GGX — Ghost Gear Recovery Exchange

Prince Rupert Harbour Pilot

British Columbia — DFO Ghost Gear Fund — Season 1

⭐ Founding Exchange
Gear Recovered
4,200 kg
12 dive operations
Recycled
78%
Not landfilled
Cost per kg
$3.20
34% below $4.85 benchmark
Validator Score
92/100
Network validated
Full DFO four-part evidence chain completed and locked in AIMN
Indigenous sovereignty clause — UNDRIP-aligned, First Nations data protected
DFO Ghost Gear Fund grant application submitted — $500K pilot funding requested
4 BC harbour communities have reused this Exchange framework
💼 WFX — Workforce Exchange

Wastewater Operator Placement

Municipality of Onoway, Alberta — Phase 1 Pilot

⭐ Founding Exchange
Days to Placement
14
vs. 6–8 week average
Cost Reduction
67%
vs. traditional recruitment
90-day Compliance
100%
Post-placement check
Validator Score
96/100
Network validated
AWWOA Level 2 credential verified against Alberta Environment registry
Three-way verification chain — self-declaration, registry check, municipal confirmation
Full placement record stored permanently in AIMN
Whitecourt and Lamont County reused this framework — skipped the planning phase entirely
🧠 AIMN Memory Network — What's Been Stored
42
Lessons Stored
14
Reuse Events
6
Validated Records
Every lesson stored permanently — never deleted, always accessible to the network
14 communities skipped rework by finding answers already in AIMN
Structured by domain: Do This / Avoid This / Contractors / Permits
Each record includes GPS data, evidence chain, cost breakdown, and outcome metrics
📊 Community Flow Index — Network Health
WFX CFI Score
82
Out of 100
Network Percentile
87%
Outperforming comparable communities
Engagement Rate
91%
vs. 1.35% in typical large network
Collaboration Flow
Strong
Builder Community type
Small team. Big ideas. High collaboration — the ideal Exchange community profile
36% active contributor rate vs. 0.55% in large broadcast networks
CFI measures what matters — how much collaboration, not just how many members

Phase 1 Summary

2 founding exchanges · 18 communities · 42 lessons · 14 reuse events · $2.1M estimated value created