Has the enshittification of AI already begun? Artificial intelligence is experiencing an era of hype and opportunity similar to the internet in its early years, but history warns that this boom may not last. What previously happened on the open web, with degradation driven by aggressive monetization, the proliferation of ads, paywalls, and hidden manipulation, is also a real threat for AI tools.
Financial pressure can push even well-intentioned teams like Anthropic to make ethical concessions to secure investment and growth. As AI solutions scale, the conflict between user trust and the pursuit of profit can end up eroding their real utility. If the priority shifts toward manipulated retention metrics and growing revenue streams, quality, transparency, and privacy can be compromised.
Avoiding the repetition of the mistakes that ruined the open web requires both technological and regulatory will. Alternatives based on open standards, customer-centric business models, independent algorithm audits, and policies that incentivize privacy and explainability are necessary. Adopting user-centered design practices and transparency in data and models is essential to maintaining trust.
In this context, Q2BSTUDIO positions itself as a strategic partner for companies that want to leverage artificial intelligence without sacrificing ethics or security. As a custom software and application development company, we offer custom software solutions, custom application development, and architectures designed for responsible scalability. Our artificial intelligence specialists design AI agents and AI systems for companies that prioritize transparency and model governance.
Additionally, Q2BSTUDIO integrates cybersecurity services and AWS and Azure cloud services to protect infrastructures and data against emerging risks. We combine business intelligence services and Power BI with AI models to deliver actionable insights and secure dashboards. Our focus on artificial intelligence, AI for business, and AI agents allows us to build solutions that maximize value without falling into practices that degrade the user experience.
If enshittification is a threat, the answer lies in developing software and platforms with clear principles: ethical design, privacy by default, user control, and transparency in monetization. Q2BSTUDIO accompanies organizations on that path, offering consulting, implementation, and project management for custom software, custom applications, and artificial intelligence and cloud cybersecurity solutions.
History does not have to repeat itself. With responsible technical and commercial decisions, and with allies like Q2BSTUDIO that combine expertise in artificial intelligence, cybersecurity, AWS and Azure cloud services, business intelligence services, and Power BI, it is possible to build a useful, secure, and sustainable AI ecosystem for businesses.
