# Ai Trends

## [Why Seat-Based Pricing Doesn't Work for AI Automation](/content/blog/why-seat-based-pricing-doesnt-work-for-ai-automation/index.html)

Seat-based and per-page pricing weren't built for AI automation. Learn why credit-based pricing is the only model that scales with document complexity and business outcomes.

Apr 15, 2026

## [The ROI of AI-Powered Document Processing for Oil & Gas Operations](/content/blog/the-roi-of-ai-powered-document-processing-for-oil-gas-operations/index.html)

Explore how AI-powered document processing delivers measurable ROI through cost savings, operational efficiency, and improved compliance in oil & gas.

Apr 24, 2025

## [The Hidden Costs of Poor Document Management in Oil & Gas Operations](/content/blog/the-hidden-costs-of-poor-document-management-in-oil-gas-operations/index.html)

Poor document management leads to compliance risks, delays, and lost revenue in oil & gas. Discover the hidden costs and how AI-powered automation fixes them.

Apr 15, 2025

## [ChatGPT and the Future of Intelligent Document Processing](/content/blog/chatgpt-and-the-future-of-intelligent-document-processing/index.html)

Explore potential applications of ChatGPT and other LLMs in the Intelligent Document Processing (IDP) and Unstructured Data Processing (UDP) markets.

Feb 2, 2023

## [2022 Global Intelligent Automation Trends](/content/blog/sson-state-of-intelligent-automation-market-report-h1-2022/index.html)

Discover where enterprises are at with intelligent automation, as well as where they’re headed (and what’s holding them back). Download the full SSON report for free thanks to sponsorship from super.AI.

Nov 17, 2022

## [The Role of Intelligent Automation Amid Global Slowdown](/content/blog/the-role-of-intelligent-automation-amid-global-slowdown/index.html)

As the global economy slows down, companies are turning to intelligent automation to cut costs and improve efficiency.

Sep 9, 2022

## [Here's What We Heard at IA Week Chicago 2022](/content/blog/heres-what-we-heard-at-ia-week-chicago-2022/index.html)

First-generation IDP products are falling short, with enterprises struggle to automate invoice processing beyond 50-60%. Both IDP and UDP are seeing expanded adoption and use cases.

Aug 8, 2022

## [The End of Unstructured Data](/content/blog/the-end-of-unstructured-data/index.html)

Will enterprises move fast enough to leverage AI-driven data processing, or be left behind by AI-first startups waiting in the wings?

May 19, 2022

## [Living on the Data Fault Line](/content/blog/living-on-the-data-fault-line/index.html)

The amount of unstructured data is growing rapidly, and companies that fail to adopt technologies that enable unstructured data processing will suffer catastrophic failure.

May 9, 2022

## [Research Covering Top IA Trends Overlooks UDP](/content/blog/research-covering-top-ai-trends-overlooks-udp/index.html)

Unstructured data processing (UDP) is the connective tissue that joins IDP, AI, ML, RPA, BPA, NLP and more intelligent automation technologies. Dive into the alphabet soup and thank us for it later.

Feb 16, 2022

## [The Highest Leverage Skill Almost Nobody is Learning](/content/blog/the-future-is-no-code/index.html)

No-code platforms are the next evolution of technology. Find out why no-code automation and AI are today’s essential skills.

Feb 10, 2022

## [What is Unstructured Data Processing (UDP)?](/content/blog/unstructured-data-processing/index.html)

Automatic data processing is easily achievable with Unstructured Data Processing (UDP) that uses AI to extract and organize information and fuel business process transformation.

Feb 8, 2022

## [AI Is 2022's Second Highest IA Investment Priority After RPA](/content/blog/ai-is-2022s-second-largest-ia-investment-priority-after-rpa/index.html)

New research from the Shared Services & Outsourcing Network shows AI rapidly gaining on RPA. Discover the top automation objectives for 2022, the state of automation maturity, how companies are using time saved by automation, and more.

Feb 3, 2022

## [11 Things We Should All Know About Artificial Intelligence](/content/blog/future-of-artificial-intelligence/index.html)

Explore 11 topics that help us better understand the future of artificial intelligence. From hyperautomation to AI safety, these are the things we should all know (but probably don't) about AI.

Jan 28, 2022

## [Event Replay: AI Trends That Matter in 2022 (and Beyond)](/content/blog/event-recap-ai-trends-that-matter-in-2022-and-beyond/index.html)

Move past the AI hype and hone in on the trends that actually matter. Join Super.AI CEO, Brad Cordova, and Intelligent Automation author, Pascal Bornet, as they discuss the future of artificial intelligence.

Jan 27, 2022

## [GitHub is Bad for AI: Solving the Machine Learning Reproducibility Crisis](/content/blog/github-is-bad-for-ai-solving-the-machine-learning-reproducibility-crisis/index.html)

GitHub is not suitable for machine learning because ML isn’t just code, and that’s what GitHub was made for. Learn how this misfit is contributing to the reproducibility crisis in machine learning.

Jan 26, 2022

## [Is AI Safe?](/content/blog/ai-safety/index.html)

Discover why AI safety is one of the biggest problems facing artificial intelligence, common approaches to AI model safety, how AI can make products safer, and more.

Jan 13, 2022

## [What Does RPA + AI Really Mean? Intelligent Automation Handbook for the Real World of Data](/content/blog/rpa-ai-intelligent-automation-handbook/index.html)

What does RPA + AI really mean? Our guide to intelligent automation for the real world of data has answers. Learn about the evolution of automation, how to automate more processes by bringing AI into RPA, and more.

Jan 4, 2022

## [AI Isn't Taking Over The World (yet), but It's Making Work More Efficient](/content/blog/ai-isnt-taking-over-the-world-yet-but-its-making-work-more-efficient/index.html)

Don't get distracted by buzzwords or doomsday predictions about AI taking over the world. Learn how artificial intelligence can be used to unlock insights buried in unstructured data, make work more efficient, boost employee morale, and more.

Dec 7, 2021

## [Modernizing Optical Character Recognition (OCR) with Artificial Intelligence](/content/blog/what-is-ocr-and-how-can-i-use-it/index.html)

Learn how optical character recognition works, the ways artificial intelligence is enhancing it, and what it can do for your business.

Oct 28, 2021

## [Crossing the Chasm of Unstructured Data](/content/blog/crossing-the-chasm-of-unstructured-data/index.html)

The rapid expansion of unstructured data is quickly reaching crisis levels. Learn why this unprecedented growth comes with problems, and how AI can be used to overcome them.

Oct 14, 2021

## [Approaching Proof of Concept like Sun Tzu, A Military Strategist and Philosopher](/content/blog/how-would-sun-tzu-approach-a-proof-of-concept-today/index.html)

The POC (Proof of Concept) is an important and widespread way of qualifying technology providers. In this article we outline how Sun Tzu, a military strategist, would approach this modern day technique.

Oct 21, 2020

## [ML Saves Christmas: Solving Santa's Challenges with AI](/content/blog/machine-learning-santas-little-helper/index.html)

Santa reached out to Canotic to help him build some machine learning models to make his work a little easier. Here's how we helped.

Dec 16, 2019