June 15, 2026, Salt Lake City, Utah Dr. Kavita Ganesan, Founder and Chief AI Strategist & Architect of Opinosis Analytics, has been featured in CPA Australia’s INTHEBLACK in the article “Why human editing still matters in AI-generated content.”
Published June 1, 2026, the article examines the increasing sophistication of AI-generated writing and the continued importance of human judgment, specificity, and context.
With more than 20 years of experience in artificial intelligence, Dr. Ganesan provides insight into how AI models generate language and why increasingly polished output can still lack specificity and personality.
“There is no critical thinking in AI-generated content,” Dr. Ganesan explains, noting that AI generates what is most plausible based on the information and direction it receives.
Dr. Ganesan identifies several characteristics that can make AI-generated writing feel generic, including vague generalisations, repetitive sentence structures, filler language, and a lack of personal voice or real-world context. She also emphasizes the importance of providing AI with clear direction.
“The best approach is to tell it exactly how you want it to sound and give it a persona.”
Bringing This Perspective Into Client Work
This perspective also shapes how Opinosis Analytics develops AI solutions for clients. The firm focuses on customized AI solutions built around each organization’s business, processes, data, and expertise.
The goal is to help organizations become more competitive through technology while preserving the qualities that make them distinctive—including their institutional knowledge, subject-matter expertise, and voice.
At Opinosis Analytics, Dr. Ganesan brings this philosophy into the firm’s approach to AI strategy and implementation, ensuring that technology is selected and designed around the organization rather than the other way around. Her approach emphasizes using AI to strengthen existing expertise and business capabilities while preserving the human knowledge and distinctive qualities that contribute to an organization’s value.
Read the full article:
Why human editing still matters in AI-generated content—INTHEBLACK
About Opinosis Analytics
Opinosis Analytics is a global artificial intelligence consulting firm led by Dr. Kavita Ganesan, Chief AI Strategist and Architect, keynote speaker, board advisor, and author with more than 20 years of experience in AI. The firm helps businesses and government agencies improve operational efficiency, make deeper data-driven decisions, reduce human error, and drive measurable business growth through practical AI adoption.
Opinosis Analytics’ core services include developing actionable AI strategies, creating custom machine learning and NLP solutions, and assessing AI opportunities to identify and prioritise high-impact initiatives that deliver sustainable value.