The Daily AI Executive February 26, 2026

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Steve Cunningham

I built a presentation factory. A design system, a presentation agent, and a context library. I now speak decks into existence.

I ask myself the same question every morning: what is the one thing I can build today that compounds my execution tomorrow? Today the answer was a presentation factory. Three layers. First, a design system with 25 reusable components: stat grids, reality grids, company grids, split layouts, mock browsers, email mocks, LinkedIn mocks, tweet mocks. Design tokens for color, typography, and spacing. Three typefaces with fluid sizing. A full navigation system with keyboard controls, touch swipe, dot pagination, and direction-aware transitions. Second, a presentation agent with a process document and a golden example that takes a briefing and produces a complete interactive deck using the design system. Third, a context library with industry data, company examples, audience profiles, and the 12 principles framework that personalizes every slide for the specific audience. One factory. Unlimited presentations.

Building this the traditional way would have required three people: a presentation design consultant to define the visual system and slide architecture, a frontend developer to build the interactive navigation and transitions, and a UX designer to handle the progress indicators and responsive layout. 120 hours between them. $19,000 in invoices. I built the entire factory in two hours for two dollars in AI costs. But the real leverage is what happens next. The first deck cost two hours. The second deck using this factory costs minutes. The third costs less. Every presentation from this point forward is spoken into existence because the design system, the agent, and the context library already exist. The factory compounds. That is compounding execution capability.

Without AI Invoice
Presentation Design Consultant $175/hr 40 hrs $7,000
Frontend Developer $150/hr 60 hrs $9,000
UX Designer $150/hr 20 hrs $3,000
Total $19,000
With AI Invoice
Steve + Claude · Design system + Agent + Context library 2 hrs $2.00
Total $2.00
60x faster 9,500x cheaper Unlimited decks

What I Built

The deliverable was a presentation factory with three layers. A design system with 25 reusable components. A presentation agent that builds decks from a briefing. And a context library that personalizes every slide for the audience. Here are four views that show how the factory works.

View 1 The Design System
25 reusable components. Stat grids, reality grids, company grids, split layouts, mock browsers, email mocks, LinkedIn mocks, tweet mocks, blackbelt cards, offer cards. One component library produces every slide type the factory needs.
presentation-design-system.html
One system. Every slide type.
Data Display
8
Stat grids, reality grids, company grids, sector grids, freeze grids, areas grids, question rows, agenda grids
Mock UIs
5
Browser windows, email clients, LinkedIn posts, tweets, nested tool views
Layouts
12
Title slides, split layouts, hero blocks, dividers, offer cards, blackbelt cards, dispatch cards, timelines
View 2 Design Tokens
Six design tokens for color. Three typefaces with clamp() fluid sizing. Responsive breakpoints at 1400px, 1024px, and 768px. These tokens ensure every presentation maintains visual consistency automatically. No designer required.
presentation-design-system.html
The visual vocabulary.
Color Palette
6
--noir, --ivory, --white, --stone, --charcoal, --green. Dark slides and light slides alternate automatically.
Typefaces
3
Instrument Serif for headlines. DM Sans for body. JetBrains Mono for data and labels.
Navigation
4
Keyboard arrows, touch swipe, click zones, dot pagination. Direction-aware transitions at 500ms.
View 3 The Presentation Agent
A presentation agent with a process document and a golden example. Feed it a briefing. The topic, the audience, the evidence. It produces a complete interactive deck using the design system. The agent does not start from scratch. It starts from a proven pattern.
presentation-agent/process.html
Briefing in. Presentation out.
Describe the audience, the argument, and the evidence. The agent selects components from the design system, pulls data from the context library, and assembles a complete interactive deck. One conversation. One file. Ready to present.
Process Components Output
Agent Process
1. Load design system
2. Read context library
3. Assemble slides
4. Personalize for audience
View 4 The Context Library
The layer that makes every presentation personalized. Industry data, company examples, audience profiles, the 12 principles framework. The agent draws from this context to customize every slide for the specific audience and objective.
context-library/
Context Library
Industry Data
Company Examples
12 Principles
Audience Profiles
Any audience. Any industry. Any evidence set. The context personalizes the presentation automatically.

That is the presentation factory. The design system provides the visual vocabulary. The agent provides the assembly process. The context library provides the personalization. Any audience, any topic, any evidence set. The agent selects the components, pulls the context, and assembles the deck. I speak it into existence. The file is the deck. The deck is the file. No export step. No vendor dependency. Open it in any browser and present immediately.


Why It Matters
The Equation
P7 The Information Factory Stack
All 5 layers visible in 3 artifacts
The factory stack is visible across three artifacts. The human layer is Steve designing the argument and curating the context library. The LLM layer is the presentation agent that assembles decks from briefings. The workflow layer is the three-part process: design system provides components, agent provides assembly, context library provides personalization. The data layer is the context library itself. Industry data, company examples, the 12 principles, audience profiles. The tool layer is the design system. The HTML components, the design tokens, the typography, the navigation system running in any browser on any device.
P1 Profit Drivers · 0-12 Months
Which of the five profit drivers does this move this year?
Time-to-Value
The first deck cost two hours to build the factory. The second deck costs minutes because the design system, agent, and context library already exist. Time-to-value compounds with each use.
Throughput
One person with the presentation factory produces unlimited decks. The marginal cost of each subsequent presentation approaches zero. The factory does not have capacity constraints.
P2 Enterprise Value Drivers · 1-10 Years
Which of the five enterprise value drivers does this compound over time?
Strategic Optionality
The factory serves any audience in any industry. New topics, new verticals, new speaking engagements all ship from the same design system, agent, and context library. The factory adapts. The context grows.
Learning-Rate Compounding
Learning compounds at three levels. Every deck improves the design system components. Every briefing improves the agent process. Every audience interaction enriches the context library. The factory gets better with each use.
The input was a presentation challenge. The output was a compounding presentation factory. A design system, an agent, and a context library that produce unlimited presentations. The first one cost two hours. The next costs minutes. The factory compounds.
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Through the 12 Principles

Every issue of The Daily AI Executive explains the day's insight through the same 12 first principles. Read the full framework here.

P1
The 5 Profit Drivers

Time-to-value compounds because the factory already exists. The first deck cost two hours to build the design system, the agent, and the context library. The second deck costs minutes. The tenth costs less. Throughput is unlimited because one person with the factory replaces an entire design agency. The coordination tax between strategist, designer, and developer disappears when the agent handles all three roles. Cash conversion accelerates because presentations ship on demand for any sales call, any board meeting, any speaking engagement. No queue. No vendor timeline.

P2
The 5 Enterprise Value Drivers

Strategic optionality explodes because the factory can produce presentations for any audience in any industry. The design system handles the visual consistency. The agent handles the assembly. The context library handles the personalization. Learning-rate compounding applies at three levels: every deck improves the design system components, every briefing improves the agent process, and every audience interaction enriches the context library. The factory that builds your fiftieth presentation is fundamentally better than the factory that built your first.

P3
The 5 Levels of Workflow Maturity

Presentation creation in most companies sits at Level 1. No standard operating procedure. Every deck is a custom job. Quality varies by who built it. This factory moves the workflow to Level 4: a codified design system with an agent that produces presentations from structured inputs. The key move is encoding the process in the agent and the golden example. The design system enforces visual consistency. The agent enforces the assembly process. The context library enforces personalization. Level 4 means the process runs without the creator standing over it.

P4
The 5 Stages of AI Development

This factory exists because we are in Stage 3. An agent built a design system with 25 reusable components, then used that system to produce a 40-slide interactive deck, and the entire factory is now reproducible. The trajectory matters: today I speak a briefing and the agent produces a deck. In six months, the agent takes a calendar invite and audience profile and produces a customized presentation without a briefing.

P5
The 5 Levels of Knowledge Work

Plan down, do up. The objective was presentation capability. The ability to produce any presentation for any audience at any time. The deliverable was the factory: design system, agent, context library. The tasks and actions were handled by the agent in a single session. The gap between vision and execution closed because the agent could see the design system architecture, the component library, and the golden example simultaneously.

P6
The 5 Orders of Time Magnitude

Task time compresses differently when you build a factory versus building a product. Building one deck takes weeks at an agency. Building the factory took two hours. But the factory then produces each subsequent deck in minutes. The time compression compounds. 60x on the first deck, 600x on the tenth, because the design system, the agent, and the context library improve with each use. The CEO bottleneck was never knowing what to say. It was having the time to build the production infrastructure around it. The factory eliminates that bottleneck permanently.

P7
The Information Factory Stack

The factory stack is visible across three artifacts. The human layer is Steve designing the argument and curating the context library. The LLM layer is the presentation agent. The workflow layer is the three-part process: design system provides components, agent provides assembly, context library provides personalization. The data layer is the context library itself. Industry data, company examples, the 12 principles, audience profiles. The tool layer is the design system. The HTML components, the design tokens, the typography, the navigation. The leverage lives in the layers you build on top: your design system, your agent, your context.

P8
The 5 Stages of Technology Diffusion

Most companies are still hiring design agencies at $15,000 per deck. Most speakers are still building slides one at a time in PowerPoint. The compounding advantage is that while competitors build one deck at a time, you build a factory that produces unlimited decks. The diffusion window is open. By the time competitors realize they need a presentation factory, yours has already produced fifty customized presentations and the context library knows your industry cold.

P9
The 5 Stages of AI Acceptance

Most professionals sit at Stage 1 when it comes to AI and presentations. They assume good presentations require design agencies and expensive tools. Opening a factory-built interactive deck that was customized for their specific audience and industry jumps them to Stage 4. Confidence. The acceleration comes from speed and personalization. A deck built for you, about your industry, with your data, delivered in minutes.

P10
The 5 Levels of AI Insourcing

The insourcing economics change fundamentally when you build a factory. At Level 1, each presentation is a $19,000 agency engagement. At Level 3, the factory builds each presentation for pennies. At Level 5, the agent takes a calendar invite, pulls context from the library, and produces a customized deck autonomously before you even open your laptop. The math goes beyond cost savings on one deck. Unlimited production capacity at near-zero marginal cost.

P11
The 5 AI Insourcing Powers

Cost drops from $19,000 per deck to pennies per deck after the factory is built. Velocity compresses from weeks of agency coordination to minutes of agent execution. Control shifts because you own the design system, the agent, and the context library. No vendor, no subscription, no dependency. The coordination tax disappears because the agent handles what used to require a strategist, a designer, and a developer. Learning compounds at three levels: the design system improves, the agent improves, the context library grows. One factory, compounding on every axis.

P12
The 5 AI Agency Pillars

The person who builds a presentation factory demonstrates systems thinking. Presentations affect sales, marketing, thought leadership, and training simultaneously. One system serves all four. Initiative to build the factory instead of hiring an agency for each deck. Governance because the design system enforces brand consistency and the agent enforces the process. Adaptive learning because the context library grows with every audience interaction and every new industry. Domain expertise in design was not required. Agency was everything.

Here is what to do. The next time you need to present anything to anyone, do not open PowerPoint. Do not email a design agency. Build the factory. Build a design system with reusable components. Build an agent with a process document and a golden example. Build a context library with your industry data, your case studies, your framework. Then speak your next presentation into existence. Build the factory, not the deck. The factory compounds. The deck does not.

Today it is a factory I use to produce my own presentations. In three months, the agent produces customized presentations for every member of the team based on audience profiles from the CRM. In six months, the context library is so rich that the agent produces a presentation for any industry vertical from a one-line briefing. In a year, a calendar invite triggers the entire factory. Context is pulled, the design system is loaded, the agent assembles, and a personalized interactive deck is waiting before the meeting starts. The humans plus agents economy reshapes how you communicate. It changes the economics of communication itself. Compounding execution, one factory at a time. I am glad you are here.