AI without an adoption plan is just expensive advice.
We find where AI pays off in your company, then guide the rollout and train your team until it sticks.
AI adoption
AI agentsArticle
What I learned from Andrew Ng's Agentic AI course
A workflow in steps beats a single prompt, and the teams that build agents well are the ones that measure every step.
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Field GuideField guide
The Practical Guide to Generative AI
What it is, how it works, how to use it well, and how to adopt it responsibly
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AI AdoptionArticle
The 2026 AI Adoption Playbook
What really matters when the tools stop mattering.
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Macro thesis
Macro thesisArticle
Why China controls rare earth magnets: the mine was never the moat
China's share of rare earth mining has fallen to about 69%, and it still makes 94% of the world's magnets, because the choke point is the separation chemistry after the mine.
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Macro thesisArticle
Rare earth companies outside China: who separates, who makes magnets
Outside China only five operations sell rare earth product at scale, and the largest American one now runs on a price set by the US government.
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Macro thesisArticle
Dysprosium and terbium: the heavy rare earths that decide electric motors
A neodymium magnet needs a little dysprosium or terbium to survive the heat inside an electric motor, and China refines over 99% of both.
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Macro thesisArticle
China's rare earth export controls: a dated timeline from 2025 to 2027
China's April 2025 license rule on 7 rare earths has never been paused, and everything that has been paused runs out within the next few months.
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Macro thesisArticle
Are rare earths rare? Why 17 elements take 1,000 steps to separate
Rare earths are about as common in the ground as copper, and what makes them scarce is the chemistry that pulls 17 nearly identical elements apart.
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Papers this week
Every week: the most voted AI papers and the most cited quantum papers, each one open in one click.
AI papersWeek 41
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations
The 15 most voted papers of the week
See the papers
Quantum papersWeek 41
Error-Corrected Memory and Logic on a Heavy-Hex Superconducting-Qubit Processor
15 papers picked from the week's abstracts
See the papers
What we do
Every engagement starts with the adoption plan. The other three services carry it out.
- 1
AI adoption plan
We audit how your company works and find where AI will pay off most. You get a roadmap with the expected return for each step. Every engagement starts here.
- Workflow audit
- Roadmap with expected return
- 2
Generative AI training for your team
Your employees learn generative AI on the tasks they already do: writing, research, reporting and customer replies. The sessions are hands-on. Each person leaves with prompts and workflows they used that day on their own work.
- Hands-on workshops
- Custom playbooks
- 3
AI video editing and content creation
We teach your team to edit video with AI tools and to make it with them. That covers YouTube video editing, short-form clips, and the written content around them.
- Video editing with AI
- YouTube video editing
- Short-form video making with AI
- 4
AI automation and agents
We build AI agents and automations for the work your team repeats every week, such as drafting client replies or qualifying inbound leads. Then we roll them out with your team until they are part of the daily routine.
- Custom AI agents
- Internal copilots
Video work
These are long-form videos from my YouTube channel, The Investment Thesis. I edit them with AI tools, including the maps, the article highlights and the motion graphics.
They are shown here as editing work. They are not financial advice. See the channel on YouTube
China Has Found Something far Better Than Oil
America Is Buying Japanese Yen. Here's What It's Really Defending!!
Everyone is wrong about Quantum Investment thesis
Japan Is Selling U.S. Debt as the Oil Crisis Explodes
The Nuclear Renaissance Is Here. Nobody Is Ready
How an engagement runs
- 1
Discover
A focused audit of your workflows and goals. It shows where AI creates measurable value.
- 2
Design
We plan the adoption: tools, workflows, training and success metrics. Stakeholders agree before anything ships.
- 3
Enable
Hands-on training and custom playbooks. Your team starts using AI in daily work.
- 4
Sustain
We stay close while it scales, refine the workflows, and help you extend AI to the rest of the business.
Led by the founder
AIHorizonNetwork is a founder-led consultancy. Every engagement is led personally by Raheel Malik, a mechanical engineer with a finance background and PMP certification.
You work with him directly, from the first call to the rollout.



