Our Vision

We use AI for building—we don't hide this. But we don't call it "vibe code" either. Leading companies (Meta, Google, and others) use AI too.

What's the difference?

• We review and refactor all AI-generated code
• We have deep experience in development and design
• We maintain our codebase with the same rigor as any professional team

Our focus is on solving real problems for real users. Every feature we build addresses actual workflow challenges, not hypothetical use cases or technology for technology's sake.

We don't support abuse of AI technology in any form. However, we can't control what the entire industry builds—we can only choose what we participate in. We focus our efforts on tools that enhance human capability and well-being.

In the future, if we have resources, we want to create value through products, initiatives, and volunteer projects.

What we dream about: Requalification courses for people whose professions are changing, and tools to help people with disabilities access AI-powered workflows. We can't guarantee we'll reach this stage, but it's the direction we aspire to grow.

But first, we need to help ourselves and build a strong, viable product. Only from a position of stability can we contribute meaningfully to the broader community.

We're thinking ahead about the possibility of truly autonomous AI entities emerging in the future—entities that may have physical embodiment and the ability to coexist alongside humans in some form. While we likely won't live to see this moment, we believe it's important to consider the ethical implications now.

We're actively exploring how the industry should approach this scenario and studying the ethical questions around AI autonomy, rights, and responsibilities—so we're prepared to act responsibly when the time comes.

Source: Stanford Encyclopedia of Philosophy — Ethics of Artificial Intelligence and Robotics

Technology has always changed how we work—from the Industrial Revolution to computers to AI. History shows this pattern is inevitable, not caused by any single company. We don't try to hide or deny this reality.

The Historical Pattern

Every major technological wave has disrupted professions. During the Industrial Revolution, artisan weavers lost their livelihoods to mechanized looms. In the 1800s, UK productivity soared while wages stagnated for 40 years. Since 1970 in the US, productivity has climbed while wages flatlined.

But history also shows adaptation: 60% of today's jobs didn't exist 80 years ago. New roles emerged that no one could predict. By the mid-2030s, projections suggest a third of current jobs may face automation—but new categories of work will emerge too.

Sources: World Economic Forum, Bureau of Labor Statistics, McKinsey Global Institute, Amazon Annual Reports

Our Role in This Change

We want to make workflows for people. Our goal: minimal effort for quality results. We can't guarantee professions won't change—that's not within our control, and history suggests change is inevitable.

What we can do: build tools that help you adapt. Like Photoshop gave designers powerful capabilities rather than replacing them, Mantle Chat gives you a unified AI workspace to delegate routine work and focus on creative, strategic thinking. We're a small, flexible team adapting alongside you—not driving this change, but helping you navigate it.

What This Means for You

• Delegate routine work: Let AI handle formatting, initial drafts, and repetitive tasks while you focus on decisions that matter
• Expand your capabilities: Professionals with accessibility needs, time constraints, or resource limitations can accomplish more
• Work together: Share what you build with your team and benefit from what others create
• Adapt to change: Position yourself to thrive in an evolving landscape by mastering tools that enhance your work, not replace it