THOUGHT LEADERSHIP

AI Insights. Practitioner Perspectives.

The a21.ai insights hub is where our engineers, data scientists, and AI strategists share what they are learning building production AI — honest assessments of what works, what does not, and where the industry is heading.
RAG and Generative AI in insurance

New Tech called RAG can Boost Insurance Revenue

In today’s fast-paced insurance landscape, Retrieval-Augmented Generation (RAG) gives the insurance players ability to adapt and innovate with Generative AI

How AI is Accelerating Drug Discovery Literature Review

Drug discovery is one of the most research-intensive and expensive processes in healthcare. On average, it takes 10–15 years and billions of dollars...

How Agentic AI Can Cut Underwriting Times in Half

Underwriting has always been a time-intensive process in banking and insurance. Analysts must gather large volumes of data, validate documents,...
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BERT: Now Old but was then New Powerful Future of LLMs

Google’s BERT was one of the first LLMs Pre-trained on extensive data. It exceled in tasks like sentiment analysis and search query optimization.

woman coding on computer

Generative AI Prompt Engineer: New Best Tech Role

An AI prompt engineer crafts textual cues for Generative AI models like ChatGPT, Claude, Llama etc to enhance their responses.

AI Ethics in Business: Building Responsible AI Systems

Understanding the importance of ethical AI development and how to implement responsible AI practices in your organization.

From Data to Decision: The Power of Generative BI

With Generative BI integrated into their workflows, the enterprise saw a remarkable shift in how data was analyzed and acted upon.What once required...
an artist s illustration of artificial intelligence ai this image was inspired by neural networks used in deep learning it was created by novoto studio as part of the visualising ai pr

Breakthrough Applications of this New AI Tech

AI ranges from weak AI for narrow tasks to strong AI mimicking human thinking, structured into 4 levels — from reactive machines to self-aware systems.

Democratising Analytics with NLQ

Natural Language Query (NLQ) is breaking barriers in business intelligence by making data accessible to everyone—not just analysts or technical...
Dynamic supply chain with technology and consumer goods collaboration.

Generative AI: The new tech for supply chain efficiency

The world of consumer goods is changing fast, and Generative AI is at the forefront of this transformation.

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