Document AI Archives - Liwaiwai

Document AI Introduces Powerful New Custom Document Classifier To Automate Document Processing

Businesses rely on an inflow of documents to drive processes and make decisions. As documents flow into a business, many are not classified by type, which makes it difficult for businesses to manage at scale. At Google Cloud, we’re committed to solving these challenges with continued investment in our state-of-the-art machine learning product for document processing and insights: Document AI Workbench, which helps users quickly build models with world-class accuracy trained for their specific use cases. In February 2023, we launched the Custom Document Extractor (CDE) in GA to help users extract structured data from documents in production use cases.…

Processing W2 & Payslips Is Now Even Simpler With Document AI

Documents like payslips and W2s are crucial to processes such as employment and income verification for mortgage loans, personal loans, personal finance, and benefits processing. Unfortunately, efficiently extracting data from these documents at scale can be challenging and time-consuming, with many organizations relying on manual examination of documents or automated approaches that don’t adequately capture the document data needed for given tasks. Google Cloud built Document AI to remove these barriers, empowering customers to deploy powerful machine learning models to more quickly process documents, save money, and discover insights. We’re excited to expand Document AI’s capabilities with the recent release…

Document AI Adds Three New Capabilities To Its OCR Engine

Documents are indispensable parts of our professional and personal lives. They give us crucial insights that help us become more efficient, that organize and optimize information, and that even help us to stay competitive. But as documents become increasingly complex, and as the variety of document types continues to expand, it has become increasingly challenging for people and businesses to sift through the ocean of bits and bytes in order to extract actionable insights.This is where Google Cloud’s Document AI comes in. It is a unified, AI-powered suite for understanding and organizing documents. Document AI consists of Document AI Workbench (state-of-the-art custom…

Document AI Adds One-Click Model Training With ML Workbench

Each day, countless documents are created, revised, and shared across organizations. The result is a treasure trove of information, but because the data is primarily unstructured — without rows, columns or some other predefined organizational schema — it is difficult to interpret, analyze or use for business processes. That’s why we introduced Document AI: so users can extract structured data from documents through machine learning (ML) models to automate business processes and improve decision-making.Over the last two years, our customers have used Document AI to accelerate and enhance document-based workflows in area like procurement, lending, identity, and contracts—and at Google…

Document AI For Government Makes It Easier To Process Documents And Deliver Better Constituent Services

Document AI for government makes it easier to process paper documents Every year, government agencies are responsible for distributing services and benefits that require processing billions of documents, images and forms. These documents are often expected to be manually transcribed into an electronic system error-free by a government employee to support time-sensitive tasks such as application intake, verification, enrollment, vendor management, and procurement. While agencies want to process these documents quickly to support their citizens, they’re often challenged with the following: 1. Most applications require a variety of custom forms and verification documents (e.g. tax forms and utility bills) that…

Document AI: A Unified AI Agent For Your Document Processing Needs

As I type this blog in a Google Doc, I can’t help but think about how much we rely on digital documents to communicate, collaborate, and do business. Yet most of the data in documents remains un-analyzed. Even when documents are part of customer-facing workflows like processing a mortgage application or a contract, businesses frequently struggle with the data those documents contain. Often, even finding the right document in a haystack of thousands across the organization can be challenging. To resolve these difficulties, most organizations rely on manual, time-consuming, and resource-intensive processes—all of which are incredibly frustrating for employees at…

New AI Agents Can Drive Business Results Faster: Translation Hub, Document AI, And Contact Center AI

When it comes to the adoption of artificial intelligence (AI), we have reached a tipping point. Technologies that were once accessible to only a few are now broadly available. This has led to an explosion in AI investment. However, according to research firm McKinsey, for AI to make a sizable contribution to a company’s bottom line, they “must scale the technology across the organization, infusing it in core business processes” — and based on conversations with our customers, we couldn’t agree more. While investments in pure data science continue to be essential for many, widespread adoption of AI increasingly involves a category…

Automate Identity Document Processing With Document AI

Here are a few situations that you’ve probably encountered: Financial accounts: Companies need to validate the identity of individuals. When creating a customer account, you need to present a government-issued ID for manual validation. Transportation networks: To handle subscriptions, operators often manage fleets of custom identity-like cards. These cards are used for in-person validation, and they require an ID photo. Identity gates: When crossing a border (or even when flying domestically), you need to pass an identity check. The main gates have streamlined processes and are generally well equipped to scale with the traffic. On the contrary, smaller gates along…

Automating Income Taxes With Document AI

In the United States, Tax Season descends upon the country every April, requiring millions of Americans to spend hours deciphering cryptic documents and performing complex math just to figure out what they owe. Wouldn’t it be grand if there was a way for a computer to take all the relevant documents and extract out exactly what the IRS is looking for? Lending Document AI from Google Cloud supports common document types used for Income Tax Filing, such as W-2s and 1099s. These advancements in machine learning technology now makes it possible to alleviate some anxiety leading up to April 15th.…

Artificial Intelligence

Add Intelligence To Your Document Processing With Google’s Enterprise Knowledge Graph

Google Cloud introduced Document AI to automate document processing and to streamline workflows with state-of-the-art machine learning models. With the deep neural networks, the models generalize the learning from seeing hundreds of thousands variations of the documents. But when information is missing or ambiguous on a document – like a missing address or entity name – a human may need to search for it…often on Google. With Document AI, we are bringing the power of this “Google search” to help customers understand their documents. This means that the same Google knowledge graph technology that helps you find the name, address or phone…

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