Artificial Intelligence Intelligent Process Automation Machine Learning 3 Reasons Why Template-less Automation is Key to Unstructured Data Extraction May 18, 2021 by adamdev As companies seek to automate document processing, a first step is to use robotic process automation (RPA) or a templated approach, which may deliver quick gains for simple processes involving structured content. But to automate the processing of unstructured content, youāll find three big reasons why a template-less approach is required.Ā Structured content includes data […] Read more Ā»
Artificial Intelligence Intelligent Process Automation Machine Learning Robotic Process Automation 3 Essential Factors in the Intelligent Automation Build vs. Buy Decision November 13, 2020 by adamdev Like most any company in the artificial intelligence space, a question we often deal with from potential customers looking at process automation tools is, āCanāt I just build this myself?āĀ The answer is, sure, of course you can, if youāve got enough data science expertise in-house. But the sticking point is whether it makes sense […] Read more Ā»
Citizen Developer Data Science Intelligent Process Automation Machine Learning How Intelligent Process Automation Enables Citizen-led AI Development August 24, 2020 by adamdev A longstanding problem that has plagued artificial intelligence projects, including document process automation, is complexity. Essentially, the issue is thereās a disconnect between the business people who understand the process and the data scientists charged with automating it. Trying to translate between the two becomes, to put it politely, challenging. In many cases, companies are […] Read more Ā»
Artificial Intelligence Intelligent Process Automation Machine Learning Not All Intelligent Process Automation Requires Million-dollar Hardware June 29, 2020 by adamdev While the artificial intelligence market is unquestionably enjoying rapid growth, cost is a gating factor that gives some companies pause. Itās understandable given the price tag for software and hardware required to run some complex AI applications, notably those involving deep learning. But when it comes to intelligent process automation (IPA), it doesnāt have to […] Read more Ā»
Artificial Intelligence Intelligent Process Automation Machine Learning How IPA Addresses Model Maintenance ā the Achilles Heel of Templated Automation Approaches June 5, 2020 by adamdev In recent talks with customers about intelligent document processing a topic thatās been coming up frequently is model maintenance or, more accurately, model degradation. The issue is, a company creates a template to automate a given process, it works for a while, but changes come along and the model essentially breaks. So now the company […] Read more Ā»
Artificial Intelligence Business Financial Services Intelligent Process Automation Machine Learning Robotic Process Automation Process Automation Comes to ISDA Master Agreements May 22, 2020 by adamdev The financial world is rife with various types of documents. Still, perhaps none is so vexing as the ISDA Master Agreement, a long, detailed document that typically requires careful manual intervention to process ā making it a great candidate for intelligent document processing. Published by the International Swaps and Derivatives Association (ISDA.org), the ISDA Master […] Read more Ā» financial process automation financial Services Intelligent process automation
Financial Services Intelligent Process Automation Machine Learning Bringing Intelligent Process Automation to Financial Document Analysis April 2, 2020 by adamdev The investment industry relies heavily on data and has long been a leader in using technology to collect, analyze and distribute financial data. It may be surprising, then, that automation has largely escaped the process of culling actionable data from an investment staple: SEC quarterly earnings reports (specifically, 10-Q and annual 10-K forms).Ā The […] Read more Ā»
Business Intelligent Process Automation Machine Learning The Harsh Truth about Templated Approaches to Unstructured Content January 23, 2020 by adamdev A large insurance company recently came to Indico with a story that is all-too-familiar among firms trying to implement rule-based approaches to handle unstructured documents. The company was looking to automate a process that involved all sorts of financial documents. It partnered with a consulting firm, ultimately paying millions for a small army of […] Read more Ā»
Business Intelligent Process Automation Machine Learning Robotic Process Automation RPA vs. IPA: Complementary, not Competitive July 16, 2019 / October 9, 2025 by adamdev In the course of talking with prospects, we often find ourselves having to explain Robotic Process Automation vs. Intelligent Process Automation. Itās a conversation weāre always happy to have because it shows a good level of customer understanding of the artificial intelligence (AI) field and because we have nothing against RPA ā in fact, it […] Read more Ā»
Machine Learning Tutorials Adapters: Faster Prediction with Fewer Parameters June 26, 2019 / October 9, 2025 by adamdev Ā Training machine learning models is hard, and training models that perform well is one of the top priorities of any data scientist. However, an often overlooked fact is that once a model is trained, deploying it on a large scale for inference can be another huge challenge in itself! Consider some of the problems […] Read more Ā»
