Most companies buy AI tools but fail to see returns. Priyanka Vergadia's 10-20-70 rule advises spending 10% on tools, 20% on execution, and 70% on training. This builds the "habit" of AI, which is essential for achieving long-term productivity and ROI.
As generative AI raises the technical floor for skills like coding, the crucial differentiator for talent becomes "taste." Priyanka Vergadia defines this as a candidate's unique perspective, style, and lived experiences, which are necessary to create exceptional, non-generic work.
Priyanka Vergadia's bestselling books "emerged backwards." Instead of pitching a book, she first created blog posts and GitHub sketch notes. When the community's demand for compiled PDFs became overwhelming, it proved market viability and made publisher deals effortless.
To create effective analogies, first distill the technical concept into a single core word (e.g., "evolution"). Then, find a real-world visual representation for that word (e.g., a seed growing into a tree). This process creates a relatable bridge for any audience.
To avoid generic AI-generated "slop," creators can fine-tune base models on their own work. Priyanka Vergadia trained a model on over 300 of her hand-drawn sketches, enabling it to generate new images that retain her distinct artistic character and style.
As AI adoption becomes about trust and relationships, the Forward Deployed Engineer (FDE) role is essential. These individuals blend elite engineering and communication skills to embed with enterprise clients, speak to C-level execs, and drive successful AI transformations.
Instead of using single prompts like "write a blog post," build a custom AI "skill." Codify your entire creative process by breaking the task into sub-steps (e.g., research, synthesis, outlining), with human-in-the-loop approvals to guide the output and inject your unique taste.
As AI makes it easier to build similar products and develop similar skills, the core differentiator becomes your narrative. Companies need product storytelling to stand out in a crowded market, and professionals need career storytelling to articulate their unique value.
For her book on 220 Google Cloud products, Priyanka Vergadia ensured accuracy by building relationships with each of the 220+ product managers. This direct engagement validated her visualizations and created a powerful network of subject matter experts.