CETLER-LAB Green Digital Twin · Project Deck
01Overview
CETLER-LAB · PROJECT DECK

Green
Digital Twin

A living mirror of the destination. It senses the site in real time, simulates what-if scenarios, and turns pressure, risk and cost into defensible operational decisions.

07Pipeline stages
04Field decisions
05Rollout steps
∞Learning loop
IN THIS DECK03 DIAGRAMS
01 The Live PipelineHow the twin runs a destination — seven stages, one feedback loop. → 02 Decision MapFrom field questions to confident decisions — four decision types. → 03 Deployment RoadmapFive steps to a working twin — pilot to proof. →
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01
DIAGRAM 01 · SYSTEM FLOW

The Live Pipeline

Physical site in, tested decisions out — and the loop keeps learning.

Digital twin system flow — live pipeline Top to bottom: real destination feeds data; data feeds the digital twin; twin simulates scenarios; scenarios produce output; output informs decisions; decisions are measured in feedback, which loops back to data. DIGITAL TWIN · SYSTEM FLOW How the digital twin runs a destination Physical site in, tested decisions out - and the loop keeps learning. LIVE MIRROR OF THE SITE 01 Real destination trails parking sensitive nature visitors GENERATES 02 Data visitor counts GIS weather maintenance finance FEEDS 03 Digital twin visitor behavior capacity pressure nature impact LIVE CORE SIMULATES 04 Scenarios current situation trail closure shuttle reservation alternative route PRODUCES 05 Output pressure map risk map KPIs recommendations INFORMS 06 Decision trail management visitor guidance maintenance financing MEASURES 07 Feedback monitor results update model improve data FEEDBACK LOOP DATA FLOWS DOWN · FEEDBACK LOOPS BACK · THE TWIN KEEPS LEARNING
02
DIAGRAM 02 · DECISION SUPPORT

From Field Questions to Confident Decisions

Four recurring operational decisions, answered by live twin outputs instead of guesswork.

Digital twin decision support Four decision problems, the digital twin output that answers each one, and the operational benefit. DIGITAL TWIN · OPERATIONAL DECISION SUPPORT From field questions to confident decisions Four recurring decisions, answered by live twin outputs instead of guesswork. LIVE MIRROR OF THE SITE DECISION PROBLEM DIGITAL TWIN OUTPUT BENEFIT Where is visitor pressure highest? Visitor pressure map Target management where it matters most What happens if we change something? Scenario comparison Test decisions before implementing them Where should maintenance priority be? Maintenance risk indicators Better use of budget and resources What data supports financing? Cost and benefit indicators Support grants, fees, sponsorships, and business cases SENSE SIMULATE DECIDE
03
DIAGRAM 03 · DEPLOYMENT ROADMAP

Five Steps to a Working Twin

Sequence matters — each step feeds the next, and all of it starts with four commitments.

Digital twin deployment roadmap Five steps: choose pilot area, collect data, build baseline, test scenarios, validate with partners. Requirements: pilot area, data access, success metrics, first decision. DIGITAL TWIN · DEPLOYMENT ROADMAP Five steps to a working digital twin Sequence matters: each step feeds the next, and all of it starts with four commitments. PILOT TO PROOF STEP 1 01 Choose pilot area STEP 2 02 Collect data STEP 3 03 Build baseline STEP 4 04 Test scenarios A B STEP 5 05 Validate with partners WHAT WE NEED Four commitments in place before step one Pilot area Data access Success metrics First decision
NEXT STEP

From pilot to proof.

The loop is only as strong as its first commitment. Lock in the four below and the twin goes live — sensing, simulating, and defending every decision it helps you make.

Pilot area Data access Success metrics First decision
CETLER-LAB · GREEN DIGITAL TWIN