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ENTERPRISE WAR ROOM · AI TRANSFORMATION PREVIEW

TransformAI

AI Transformation Simulator

Simulate enterprise AI transformation before deploying it.

For traditional enterprises, AI transformation is not just about building a fancy demo. It is a trade-off decision problem..

Start Transformation Simulation →

01 Real Cases

02 Agent Debate

03 Vision Drift

04 Transformation Report

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PROBLEM

The demo works.

The transformation fails.

Traditional enterprises do not fail only because their AI models are weak. They fail because prototypes cannot survive real workflows, data constraints, trust risks, and delivery pressure.

DEMO REALITY

Prototype looks impressive

Agent platform sounds advanced

AI-native story is attractive

Leadership wants a big narrative

ENTERPRISE REALITY

Cannot access real data

Cannot enter workflows

No clear business owner

Compliance and trust risks

Technical debt grows fast

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The hardest part is making the prototype survive inside the enterprise.

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INSIGHT

CORE INSIGHT

AI transformation is a

multi-stakeholder

decision process.

Inside a real company, every team has a different priority.

These goals often conflict.

Stakeholder conflict becomes visible

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SIMULATOR

WHAT WE BUILT + HOW IT WORKS

An AI transformation

simulator

TransformAI: An interactive simulator for enterprise AI transformation decisions. It turns AI transformation into a playable decision loop.

Core loop: Idea → Event → Agent Debate → Decision → Consequence → Report

TransformAI · AI Transformation Simulator

Therefore, we introduce TransformAI — an interactive simulator for enterprise AI transformation decisions.

It turns AI transformation into a playable decision loop, as shown on the right.

The user starts from an AI transformation idea. Then the system gives realistic enterprise events, such as employee backlash, budget pressure, technical blockers, or compliance risks.

Different stakeholder agents, such as the CFO, CTO, AI consultant, legal team, and CEO, debate the situation from their own perspectives.

Based on these discussions, the user makes a decision. Each decision changes the project metrics, including budget, trust, AI capability, credibility, and organizational stability.

Finally, the system generates a transformation report, showing how the original idea evolved, what risks appeared, and what transformation path the company followed.

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REAL CASE

KEY MECHANIC 1

Real case-driven events.

We turn real enterprise AI cases into decision events.

The user face a realistic business pressure and make a decision under uncertainty.

Every event forces a real enterprise trade-off: speed versus trust, cost versus stability, innovation versus risk.

DPD Bot Backfires

Prompted chatbot attacks its own brand.

McDonald’s AOT Pulled

AI ordering test fails in real restaurants.

Telstra Frontline AI Works

Internal assistant helps staff answer customers faster.

Agentic AI Projects Get Scrapped

Gartner warns many agent projects lack clear ROI.

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Every event forces a real enterprise trade-off.

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AGENTS

KEY MECHANIC 2

Multi-agent stakeholder simulation.

For each event, each agent respond from their own enterprise roles.

Together, they create realistic organizational conflict.

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VISION DRIFT

KEY MECHANIC 3

Vision drift.

Many project start from a clear business problem. But during the process, the idea can be renamed, expanded, and repackaged.

TransformAI makes this drift visible on the board.

TransformAI · AI Transformation Simulator

The product changes every week — and the board remembers why.

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REPORT

KEY MECHANIC 4

Explainable transformation report.

Finally, we generate an explainable transformation report, so users can understand the consequences, risks, and trade-offs behind their decisions.

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We turn a final result into an explainable AI transformation journey.

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VISION

VALUE & VISION

Simulate before

you deploy.

AI transformation as a decision process that can be simulated, explained, and controlled before it enters the real world.

FOR ENTERPRISES

Rehearse strategic trade-offs

Surface stakeholder conflict

Test deployment risk before budget

Explain why a route fails

FOR GENERAL USERS

Replayable simulation experience

Learn why AI projects fail

Explore different enterprise paths

Make abstract AI transformation tangible

AI transformation should be simulated, explained, and controlled — before it is deployed.

TransformAI

Rock Paper Dog · TransformAI

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10 THANKS

THANK YOU

Thanks.

Try the demo.

TransformAI simulates enterprise AI transformation before real budgets, teams, systems, and customers are committed.

Demo

https://ai-transformation.up.railway.app/

Yirui (Eric) Chen

PHD Student，Imperial Colloge London

Contact chenyirui2000@gmail.com

Scan to open the live demo

ai-transformation.up.railway.app

TransformAI · AI Transformation Simulator