Prompt Theory by AE Studio: Rapid Tech Product Agency
Prompt Theory (formerly Same Day Skunkworks) is AE Studio's rapid-build agency that partners with founders and executives to ship data-driven tech products fast.
Overview
Prompt Theory, the agency arm of AE Studio also known as Same Day Skunkworks, is built for teams that can't afford to wait months for a working product. Rather than drawn-out discovery phases and endless planning cycles, this agency embeds directly with founders and executives to launch new technology initiatives multiple times a week, turning ideas into functional prototypes and features almost as fast as they're conceived.
What sets this studio apart is its blend of development speed with genuine data science and design depth. Every engagement is guided by a core philosophy: technology should expand human agency, not diminish it. That means solutions are built to empower the people using them, whether that's a startup validating a new market or an enterprise team solving a thorny internal problem.
By working in tight, iterative sprints alongside decision-makers themselves (not layers of account managers), Prompt Theory removes the friction that typically slows down agency relationships. The result is a partner suited for organizations that need to move at startup speed, even if they're operating at enterprise scale.
Capabilities & Features
- Development
- Data Science
- Design
- Agency
- Skunkworks
- Rapid Development
- Technology Products
- Human Agency
- Innovation
- AI
- Machine Learning
- Blockchain
- Web App
- Chrome
- VSCode
- Mac
- Data Visualization
- Fun
- General
- CLI
- Travel
- Mind
- Slack
- AWS
- BCI
- Search
Core Features
- Rapid, sprint-based development of technology products
- Deep expertise in applied data science
- Hands-on product and UX/UI design capabilities
- Direct, close collaboration with founders and executives
- A guiding philosophy centered on increasing human agency
- Continuous cadence of new project launches multiple times per week
Use Cases
- Building a minimum viable product (MVP) quickly to test a new idea
- Developing and shipping a new feature for an existing product
- Creating a data-driven solution to address a specific business problem
- Designing a clean, user-friendly interface for a technology product
- Standing up an internal tool or prototype for enterprise innovation teams
Best For
- Startup founders
- Executives and C-suite leaders
- Product managers
- Innovation and R&D teams
- Enterprises seeking agile outside expertise
Pros
- •Extremely fast turnaround compared to traditional agencies
- •Combines development, data science, and design under one roof
- •Direct access to decision-makers rather than layers of account management
- •Strong philosophical focus on building genuinely useful, empowering technology
- •Flexible enough to handle both startup MVPs and enterprise-scale projects
Cons
- •No public pricing information, making budgeting decisions harder upfront
- •Fast-paced model may not suit teams that prefer slow, heavily-documented processes
- •High demand for close founder/executive involvement could strain smaller teams
- •Limited transparency into typical project timelines or team sizing without direct contact
How to Use
Head to the Prompt Theory (Same Day Skunkworks) website and browse their portfolio to get a feel for the kinds of projects they've delivered. From there, reach out directly to start a conversation about your specific needs, timeline, and goals. Because they work closely with founders and executives from day one, expect an initial discussion focused on scoping a fast, actionable path to launch rather than a lengthy sales process.
Frequently Asked Questions
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Pricing
No pricing details are publicly listed; prospective clients need to contact the agency directly to discuss project scope and custom rates.
Pricing data is provided as a summary. Visit the vendor website for full tier details.