Operating Model Shift
- AI as fullstack developer, humans as designers and reviewers
- Business-led Apps, IT-led industrialization
- Specs-first, not chat-first
- Hyperagility as the operating norm
AI Generated Apps · Vibe Coding · For Enterprise
Vibe Square
Enterprise Business Driven Apps, Powered by AI
AI can code. The real limit isn’t the machine — it’s how we work with it. Move beyond the 25% productivity plateau by enabling business teams to generate apps.
The 25% productivity plateau
Most organizations report ~25% gains because AI is placed behind developers as a helping hand for snippets, boilerplate, or unit tests. Useful, yes—but far from transformative.
Today’s models are advanced enough to generate complete applications.
True value emerges when you empower business experts (consultants, PO, Presales, ...) to build directly. This shift unlocks a new level of efficiency and agility. The bottleneck is organizational.
Beyond Vibe Coding. For Enterprise
Vibe Coding lets you generate code from natural language — but enterprise value only emerges when generation is combined with structure.
- An application is more than code. Architecture, UX, and coherence matter as much as lines of code.
- “Vibe” doesn’t mean “no method.” Like any product discipline, software requires structure, tools, and process.
- Specs over chat. Build from structured specifications — modules, APIs, UX patterns, and non‑functional requirements.
Business Benefits
Hyperagility
Prototype in days, industrialize in weeks. Keep IT and business in sync and adapt continuously.
Increased productivity
With AI as the developer, humans focus on architecture, quality, and security—gains of 2x or more.
Accelerate time to market
Lower delivery costs to serve long‑tail processes and experiments once “too expensive to justify”.
Reduced hiring dependency
Shift value from headcount to business expertise and orchestration of AI.
A Pragmatic Two‑Month Mission
Vibe Coding isn’t about coding faster — it’s about working differently. We make it tangible in 3 steps:
- Discovery. Build a mini‑app generated by AI to see the method in action.
- Prototyping. Enable business teams to create MVPs based on real use cases.
- Industrialization. Define standards, best practices, and integration methods to scale sustainably.
Ready to deploy with tangible outcomes: a core team of ambassadors, ready-to-use specification templates, proven methods and guides, and a working prototype.
The Bigger Picture
As code becomes cheap, software loses standalone value. Differentiation shifts to customer intimacy, data advantage, and domain expertise—and to the ability to orchestrate AI within a specs‑first operating model.
New competitive advantages
- Customer intimacy → faster translation of needs into working apps
- Domain expertise → guide AI toward relevant, high‑value solutions
- Data → business advantage and defensibility
Ready to build with hyperagility?
Give business the power to prototype. Let IT lead industrialization. Orchestrate AI with specs‑first methods and see productivity jump beyond the 25% plateau.