Contrary to traditional digital design, the modern AI-assisted workflow involves broad, conceptual exploration on canvas-like tools (e.g., Paper) and sweating the final visual details directly in code. Pixel-nudging in design software like Figma is becoming obsolete for last-mile fit and finish.

Unlike many AI tools that produce a final, unchangeable output, Canva's AI generates a standard, multi-layered file. This lets users treat the AI's output as a first draft that they can refine using familiar drag-and-drop tools, bridging the gap between generation and creation.

Canva avoids competing with giants like OpenAI on foundational models. Instead, it partners with them for general tasks while focusing its 100-person research team on specialized models for core design problems, like its 'Magic Layers' feature, where no adequate external solution exists.

Canva's CEO views "one-shot generation" as the first, limited phase of AI. The next frontier, or "AI 2.0," involves iterative and agentic orchestration where the AI acts as a creative partner, helping to refine a design through a series of adjustments rather than just creating a single final output.

Instead of being a monolithic model, Canva's AI works by orchestrating its entire suite of existing, specialized features like background remover. A single user prompt can trigger multiple tools in sequence to generate a complex, layered design, leveraging years of product development.

AI tools fundamentally change the creative workflow. Instead of spending extensive time on mockups and presentations to sell an idea internally, creative directors can now generate the actual asset from day one, accelerating the process from concept to creation.

CREA's CEO argues that traditional software tiers (like Adobe vs. Canva) are becoming obsolete. AI and natural language interfaces are blurring the lines, with consumers requesting APIs and enterprises praising consumer-grade UIs. The focus is shifting from user segments to first-principles design for a more unified user base.

Canva dogfoods its AI by integrating it into core business processes. Employees can now dictate thoughts to Canva's AI, which automatically structures the input into the company's standardized "Complex Decision Making" template, complete with goals, options, and pros/cons.

With AI tools like Gemini 3.0 democratizing execution, the ability to generate unique, scroll-stopping ideas and provide strong design references becomes the key differentiator. Good taste and a clear vision now matter more than the technical ability to implement a design from scratch.