Team

Microsoft Ignite: a good old fashioned product conference for the new age

Ignite was a vast digital event befitting of the newly-crowned world’s most valuable public company, with a dizzying array of product announcements rolled out around the main theme of making hybrid work the new normal. Here are some very brief highlights…

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Hoisted on its own (AI) petard – Zillow’s bad week

Does the Zillow algorithm fail have larger meaning for AI? Some tech pundits have used this story to rail against the blind adoption of AI by businesses or to preach against the sins of replacing human wisdom with AI bots. After reading a few posts, you’d be forgiven for thinking this could be the beginning of the end for evil AI. At Deep Analysis, we thoroughly disagree with the fearmongers and naysayers.

Deep Learning for Documents

Reframing Deep Learning

Move over, machine learning, here come the deep learning algorithms. We predict that deep learning models will disrupt the status quo of document classification over the next 12 – 24 months, as customers discover that they can train an AI classifier with as few as five samples and deploy it in a matter of hours. Without the need for Amazon, Google, Microsoft, or IBM, and without the traditional massive compute costs and data sets associated with Deep Learning to date. Time will tell if we are right or not, but change is on the horizon.

abbyy marlin

Marlin Equity Partners & Abbyy – Our Thoughts

Today there was important news in the Cognitive Capture market. ABBYY, a privately-held company, announced an investment from Marlin Equity Partners, which will make Marlin the largest shareholder. Terms of the investment were not revealed. Marlin is a global private equity firm that acquires businesses across diverse industries and has built a significant portfolio of software companies.

opentext 2021

How to Turn an Aircraft Carrier: A Review of OpenText World 2021

We attended OpenText World Europe this April to learn where the ship is headed. OpenText made it very clear that it is staking its content management future on the cloud. The company announced Cloud Editions 21.2, an all-encompassing, all-in effort to achieve that long turn away from on-premise legacy software. Mark Barranchea, CEO, pledged an R&D investment of over $1 billion in R&D in their diverse stable of products. For a company with $3 billion in sales last year, that is a very impressive number.

abbyy vantage

ABBYY Vantage 2.0 and Marketplace – Our Thoughts

Under the hood, Vantage utilizes Convolutional Neural Networks (CNN) that are pre-trained on hundreds of thousands of documents to extract visual features from a document. A Recurrent Neural Network (RNN) is used to extract semantic features of the text. While undoubtedly welcome to the large community of ABBYY users and the market at large, neither method is ground-breaking or particularly innovative.