AI Sandwich — AI strategy and executive coaching for startups and enterprises

AI Strategy & Executive Coaching

Don't Just Build AI.
Build AI That People Actually Use.

Expert coaching for startups and enterprises using the AI Sandwich methodology — the framework that bridges AI technology with the humans who actually use it.

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Charles Gourlaouen

AI Strategist & Executive Coach

Trusted by

25+ years building & scaling data and AI-driven products across Southeast Asia and Europe

Free executive guide · 13 slides

The click is no longer the conversion.

Your buyers now form shortlists inside AI answers, feeds and private chats. The evidence, and five moves to win demand where it actually forms.

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of U.S. Google searches ended without a click (Jan–Apr 2026): 68%; Source: SparkToro / Similarweb (June 2026)
of B2B software buyers begin purchase research in an AI chatbot, not a search engine: 51%; Source: G2 (March 2026)
of visits clicked a link inside a Google AI summary when one appeared: 1%; Source: Pew Research Center (July 2025)
of AI Mode queries send a visitor to a website, vs 17–19% for classic search: ~2%; Source: Similarweb AI Mode referral analysis (2026)

Inside: the 68% zero-click rate · how shortlists form inside AI chats · why GA4 files dark social as “direct” · the five-move framework for zero-click authority.

95% of enterprise AI projects fail to deliver ROI.

Despite $30–40B in enterprise AI investment, only 1% of organizations consider their AI strategy mature.

80%

of companies see no significant bottom-line impact from GenAI

85%

of AI projects fail due to poor data quality or lack of relevant data

70%

of employees need additional training to work effectively with AI tools

Sources: MIT NANDA Initiative 2025, McKinsey Global Survey on AI 2026

The problem isn't the technology. It's the sandwich.

Most organizations pour billions into the AI layer while neglecting the business problem above it and the human adoption below it. Great AI outcomes require all three layers working together.

The AI Sandwich Methodology — top bread Business Problem, middle filling AI Technology, bottom bread Human Adoption

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For Startups

Find true AI product-market fit, build proprietary data moats that compound over time, and avoid the “wrapper trap” — putting a UI on ChatGPT and calling it a product.

Constraint analysis & MVI design
4-Step AI Sprint engagements
Data moat strategy & defensibility

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For Enterprises

Drive AI adoption across your teams, scale agentic workflows in B2B SaaS, and navigate the hidden costs and security risks that derail even well-funded AI initiatives.

"AI Sandwich" workshops & lunch-and-learns
Agentic architecture design
AI security & compliance audits

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One zero-click growth move a week: where buyers look now, what to publish, and how to capture the demand, with lessons from Southeast Asia. No spam, unsubscribe any time.

Built for Southeast Asia

46% of SEA companies have moved beyond AI pilot phase — outpacing the global average. Less legacy infrastructure, mobile-first populations, and rich digital commerce ecosystems make this region the highest-leverage AI playground on earth. I've spent 25+ years building products here. I know the terrain.

Ready to bridge the gap between AI hype and real business impact?

30-minute strategy session. No pitch. Just a clear-eyed look at where AI fits in your business.

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Don't Just Build AI. Build AI That People Actually Use.