Notes from the field

Ideas about growth,leadership, and learningin the age ofartificial intelligence.

Thought leader, growth strategist, learning architect, AI builder, and writer. An open notebook on how people, teams, and organisations grow in a world reshaped by artificial intelligence.

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Dubai · UAE

Book

New · Book · 2025

How to Speak in Public Without Running for the Exit.

A 117-page field guide for introverts, accidental trainers, and anyone who’s ever felt their stomach drop when the projector clicks on. Written from the perspective of someone who started out hiding behind books and somehow ended up running corporate training programmes for a living.

Academies, agents, and tools I’ve built.

All work

Academy

Sales Academy

A three-stage blended sales academy I designed and ran across five markets for a Fortune 500 insurance client. The flagship onboarding-to-mastery ladder for new agents, with hard certification gates, an audit-clean compliance trail, and a measurably faster time-to-productivity than the legacy programme it replaced.

37%

Time-to-productivity reduced

95%

Cert first-pass rate

25%

Top-performer attrition cut

Agent

Alex, Onboarding Agent

A retrieval-augmented onboarding companion I built to give new joiners a single conversational interface for everything they need in their first 90 days. Threads policy, org context, and prior conversations into one answer instead of forcing the new joiner to know which document to ask for.

94%

Policy lookup time cut

40%

Knowledge retention up

<30s

Average time to answer

Tool

HLDD Generator

A four-stage Claude API pipeline I built to turn SME interview notes into a gold-standard High-Level Design Document for an eLearning course. Validated against 13 quality rules I derived from a gap analysis of best-in-class HLDDs, so every output is audit-ready by construction.

99%

Draft time cut (3d → 30min)

13/13

Quality rules pass rate

12+

HLDDs in production

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Recent writing

Essays and field notes.

All writing

LinkedIn · Career Catalyst

The AI Training Paradox: Why Hunger Does Not Equal Usage

Organizations keep making the same mistake with AI training. They assume motivated workers will apply new skills once they return to their jobs. The real problem is that nobody redesigned workflows to allow that use. Until you fix the permission architecture, manager alignment, compatible KPIs, and sanctioned experimentation, even your sharpest learners will revert to old habits within days.

LinkedIn · Career Catalyst

When AI Enters the Room, Leadership Gets Exposed

AI isn't a technology rollout, it's a diagnostic. Strong leaders who ask good questions and develop their people become more powerful with AI. Leaders whose authority quietly rested on gatekeeping information find themselves suddenly, uncomfortably exposed. Psychological safety and leadership culture, not tools, decide whether adoption works.

LinkedIn · Career Catalyst

AI Solved the Knowledge Problem. L&D Hasn't Caught Up.

Traditional L&D programmes still optimise for knowledge transfer, a problem AI has quietly made obsolete. The real bottleneck now is judgment: the ability to make good decisions under pressure with incomplete information. The argument here is that learning design needs to be rebuilt around observable behaviour and decision scenarios, not content delivery and knowledge checks.

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Ideas & frameworks

Frameworks I keep coming back to.

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Idea

The AI Fluency Framework

Four competencies, three interaction modes, six prompting techniques. A practical model for how knowledge workers can actually become fluent with AI, not just literate.

Idea

13 Rules for a Gold-Standard HLDD

Thirteen quality rules I derived from a gap analysis of three best-in-class High-Level Design Documents, the discipline that separates a course that ships smoothly from one that melts in production.

Idea

WRAP: A Four-Move Toolkit for Better Decisions

The four predictable villains that make leaders decide badly, and the four moves the Heath brothers' research found will systematically defeat them. The framework I now use whenever I catch a leadership team about to make a decision the way they always have, instead of the way the moment actually requires.

All ideas

The future of learning isn't more content. It's better systems for paying attention to what people actually need to do, and helping them do it.

Nehad Al Ghadri

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