TLedger
95% of AI pilots fail before scaling — MIT State of AI Report

Is your AI strategy built to scale?

Bain created the AI diagnostic for governments. We adapted it for corporations. 34 questions. 5 dimensions. An actionable diagnostic in 10 minutes.

Bain & Company methodology
34 questions / 5 dimensions
Sector benchmark included

Founded by an ex-Bain & Company (Dubai) and Accenture (Paris) · 30 years of digital transformation · Engagements with BNPP, Crédit Agricole, Société Générale, Intermarché

AI Readiness Assessment

Evaluate your AI maturity across 5 strategic dimensions

From AI pilot graveyards to deployments that scale

We support organizations that want to move beyond the POC stage

Financial Services

Banks, insurance, fintech — Fraud detection, credit scoring, regulatory automation. Your AI pilots sleeping in a backlog? We put them in production.

87%of banks have undeployed AI pilots
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Retail & Distribution

Retail, supply chain — Demand forecasting, dynamic pricing, customer personalization. AI that doesn't scale costs more than no AI at all.

3.2xaverage ROI of AI-leading retailers
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Public Sector

Governments, administrations — Public service optimization, smart cities, digital transformation. 95% of pilots fail. Ours scale.

95%of public AI pilots fail to scale
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The real problem

The problem is never ambition. Every organization has an "AI strategy". The problem is fundamental capability: is your data ready? Do your teams have the skills? Can your governance move fast enough? Are your use cases designed to scale?

95%of AI pilots never scale
5xaverage ROI of the 5% that succeed
34questions to know where you stand

What separates the 5% that scale from the 95% that stagnate

01

Diagnostic

We identify your real gaps, not your ambitions. The AI Readiness Assessment reveals exactly where your organization is stuck.

02

Roadmap

A 90-day action plan. Not a 200-slide PowerPoint. Concrete actions prioritized by impact and feasibility.

03

Deployment

We get our hands in the code. Data architecture, MLOps, team training — until your pilots scale.

Stop stacking POCs. Start scaling.

A 30-minute diagnostic with a senior consultant to identify your top 3 AI priorities.

No commitment · 30 minutes · Actionable