Wrangled Insights introduces first-ever generative AI-powered
data wrangling solution to identify value intuitively, instantly
Researchers, analysts and knowledge workers can now ‘chat’
with their data for real-time discovery and decision making
November 13, 2023 -- “Uninformed decisions and missed opportunities because of data gridlock are a thing of the past,” claims Wrangled Insights CRO Dean Sives. According to Sives, the age of big data has resulted in an extensive mash-up of unstructured data formats, leading to a data backlog that even the most-seasoned researchers and analysts can’t effectively manage.
“Data overload is a growing problem that prevents organizations from making timely decisions,” he says. Sives predicts the situation will only deteriorate further due to a lack of readiness by businesses to switch from conventional ETL and MDM tools to cutting-edge, automated technology.
“Our goal was not only to overhaul and simplify the data wrangling process and associated business intelligence,” says Sives. “We also wanted to make it as user friendly as possible, allowing users to gain valuable insight as quickly as possible, and to do this as cost effectively as possible.”
“We’ve done just that in three simple user steps,” he says, “reducing the data wrangling time from weeks to minutes.”
The first step, according to Sives, is for the user to upload any number of documents in any format, including PDFs, spreadsheets, emails, social posts, images, videos, audio files and more.
“Then, all they have to do is sit back while the Wrangled Insights solution automatically creates a systematically assembled, cleaned and delivered dynamic data model.” he says. “Uniquely, it’s an AI model that is engineered for neutrality, able to explain itself and track the lineage completeness and credibility of source data.”
Step three is the best part, he continues. “Using the latest in generative AI technology, users create a chat with the newly wrangled data, asking questions that are answered in real time and in natural language for quicker analysis and decision-making.”
He emphasizes that a solution to data overload is needed now rather than later. “In the US alone, he says, “the yearly cost of poor-quality data is $3.1 trillion, and the cost and magnitude of this challenge will triple in the next three years and accelerate.”
While he points out that virtually every industry can benefit from the Wrangled Insights solution, he uses the pharmaceutical and equity research industries as prime examples.
“Properly wrangled data is the lifeblood of the pharmaceutical industry,” says Sives. “Quality assurance, regulatory compliance, data security and the ability to respond quickly to emerging challenges all depend on accurately wrangled data. And in equity research, analysts rely on wrangled data that accurately adapts to changing sources and market conditions.”
The company’s full-stack ETL/ELT/MDM platform allows real-time discovery across structured and unstructured sources. LLMs enable faster, more efficient data wrangling, significantly reducing time and effort for data processing tasks, he says.
“The Wrangled Insights solution adds a whole new dimension to data wrangling,” says Sives. “Real-time generative AI empowers your data to tell its true story, with nothing overlooked. Real-time discovery across all sources lets you make accurate and quicker decisions. And it’s all achieved with much greater informational accuracy and increased efficiency and scale.”
About Wrangled Insights:
Wrangled Insights revolutionizes how businesses approach data management, making the process more intelligent, efficient, dynamic, adaptive and cost effective. As unstructured data volumes boom and business complexity grows, current processes become an ever-expanding detriment to effective and timely decision making across all industries.
In the first revitalization of data management in two decades, Wrangled Insights provides a new “business problem first” approach to ETL, ELT and MDM projects, giving data the power to tell its story, in the process revealing previously undiscovered insights. Not only does it make data management smarter, it also makes it exponentially faster and much more cost effective.
By anchoring the process in generative AI, the Wrangled Insights solution not only automates but also elevates the entire category of data management. Users develop a one-on-one, generative AI relationship with their data, which is presented to them in any output they desire.
Wrangled Insights markedly streamlines the data management process. It is intuitive and user friendly. It mitigates human errors. It seamlessly integrates diverse data sources. It is scalable. It is the first solution in decades to empower organizations to rule their own data.
The Wrangled Insights executive board and staff include top-level professionals experienced in full-stack development, enterprise software, SaaS, IT strategy, analytics, vector databases, LLMs, AWS cloud formation, Python, risk management, cognitive analytics, distributed systems, Java, C++, social media and marketing strategy. They have acted as managers, employees and consultants for companies such as Teradata, IBM, Infosys, Morgan Stanley, Verizon, AMC and Bravo.