TL;DR Many companies rush into generative AI without realizing just how steep—and unpredictable—the associated expenses can be. Meanwhile, the cost of implementing generative AI in business can range from $0.0005 per 1,000 text units (tokens or characters) if you use a popular commercially available Gen AI tool to over $190,000 for a fully custom solution based on a fine-tuned open-source model.

Software development has always been complex. Today’s growth of tools, technologies, and intricate architectures, combined with the push for faster delivery, has intensified challenges. As complexities grow, ensuring software quality becomes paramount. In an era where digital experiences are crucial for customer satisfaction and business success, a glitch isn’t just annoying—it can hurt trust and cost money.