AI Automation

Is searching within your enterprise Knowledge Management System frustrating?

Knowledge Management Systems (KMS) has exploded over the past few years. If you answered yes, you’re not alone. Over the past few years, KMS has exploded in popularity for enterprises. Companies and enterprises of all sizes worldwide provide information to disparate, global teams via Knowledge Management Systems (KMS). These tools…

January 5, 2023  ·   3 min read

What is a question answering model, and how are these models useful?

Create enterprise efficiencies using Question Answering Models. Over the past few years, question answering has developed rapidly. Question Answering (QA) has come a long way over the last couple of years. QA is the task of answering questions (typically reading comprehension questions); QA models can retrieve the answer to a…

December 22, 2022  ·   3 min read

The critical role of data in AI and ML initiatives

Critical data needed for AI initiatives is lacking. Over the past few years, data has exploded, but getting the correct data is difficult. AI and ML are the most disruptive technology of our lifetime.  According to IDC’s AI Strategies View 2021 Survey— AI disrupters report a 39% improvement in customer…

December 16, 2022  ·   3 min read

What is unstructured data, and how can an enterprise benefit from it?

Over the past few years, data has exploded. It is projected that by 2025, data will grow to over 180 zettabytes globally. Yes, you read that correctly, zettabytes. In the world of big data, most of that data is unstructured. Unstructured data can be anything, including media, imaging, audio, sensor…

December 8, 2022  ·   4 min read

Understanding Question Answering

At the end of this article you will have an understanding of what Question Answering (QA) is, types of QA models and how they work. Introduction Remember when you were in high school, in English exams, you would have a section where you were expected to read a passage and…

November 15, 2022  ·   5 min read

AI Governance – What’s the big deal?

Currently, AI governance worldwide is mainly undefined, except for a few countries; most geographies have yet to develop a specific set of guidelines or mandate specific AI governance laws for business and society. Many countries, territories, or jurisdictions are still in the early stages of understanding what should and needs…

July 7, 2022  ·   4 min read

AI process automation and cognitive tasks

Cognitive automation includes various ways of combining artificial intelligence (AI) and process automation capabilities to improve business outcomes. It represents an array of approaches that improve how automation can capture data, automate decision-making, and scale automation. As a result, businesses can streamline their workflows beyond the scope of current automation…

June 28, 2022  ·   4 min read

AI for business: AI automation with transformers

The world of AI for business and enterprise has progressed by leaps and bounds in the past ten years. AI is transforming society, starting with convolutional neural networks (CNNs). CNNs are likely a part of your day-to-day life, even if you aren’t aware of them. They are the deep learning…

May 12, 2022  ·   5 min read

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