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Education Learning

 Data Extraction from Complex Documents Using Machine Learning and Artificial Intelligence

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Documents are the lifeblood of organizations as they hold valuable information. Extracting information or data extraction from these documents is challenging as they come in varied formats. Traditional data extraction processes are unable to meet the demand from organizations for quick extraction of information within these documents, as they are time-consuming, error-prone, expensive, and lack scalability.

To help overcome these challenges, Straive’s data extraction solution leverages machine learning (ML) and artificial intelligence (AI) to make the extraction process more manageable and efficient. In practice, this translates into a quick, accurate, and scalable data extraction solution for complex documents including mortgage documents, invoices, and patents.

Straive’s white paper **“Data Extraction from Complex Documents Using Machine Learning and Artificial Intelligence– Based Solutions”** discusses the nuances involved in data extraction. Furthermore, the whitepaper elaborates on:

- Why computer vision plays a major role in data extraction from documents

- What is Straive’s data extraction solution

- How  AI and ML drive Straive's automation approach to data extraction

Download Straive's white paper **“Data Extraction from Complex Documents Using Machine Learning and Artificial Intelligence– Based Solutions”** now.

*Our SDP platform has been successfully deployed at scale for multiple clients. It is currently scraping data from 12 + million web pages. It has systematically collected over 50 million data points around companies, people, products, and locations. Finally, yet importantly, SDP monitors around 610,000 web sources daily. So, it is time you spoke to us at* [straiveteam@straive.com](mailto:straiveteam@straive.com) *or visit* [www.straive.com/data-extraction-process-demo](http://www.straive.com/data-extraction-process-demo) *for a no-obligation demonstration of our data extraction capabilities.* 

Speak with our data consultants to find out how [Straive Data Solutions](https://www.straive.com/solutions/data-solutions) can help you leverage the information within documents.


Data Extraction - Documents are the lifeblood of organizations as they hold valuable information. Extracting information or data extraction from these documents is challenging as they come in varied formats.

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Data Extraction from Complex Documents Using Machine Learning and Artificial Intelligence - Based Solutions

Data Solution

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Whitepapers

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Publishing

Strengthening Research Integrity: Roles and Responsibilities of Various Stakeholders

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The world of research can be complex and multifaceted, and it is essential for all stakeholders involved to work together to achieve a common goal - the dissemination of reliable and ethical information.

In recent years, extensive efforts have been made to raise awareness of research integrity and implement improvements to facilitate the worldwide dissemination of credible information. However, implementing research integrity standards is not always successful or risk-free, and stakeholders must work together to address these challenges.

This whitepaper delves deeper into the need for collaborative efforts to establish new standards for ethical behavior and determine the necessary steps to take when these standards are violated. In particular, we explore:

- The roles and responsibilities of all stakeholders involved in upholding research integrity, including researchers, publishers, institutions, funders, academics, societies, and service providers

- The different types of behavior that undermine research integrity and their impact on the dissemination of reliable information 

- The importance of promoting best practices to ensure that research integrity is upheld at all times 

Join us in our efforts to promote research integrity and facilitate the dissemination of credible information 

[Download our whitepaper](#hubspotForm) to learn more about this critical topic.

Strengthening Research Integrity - The world of research can be complex and multifaceted, and it is essential for all stakeholders involved to work together to achieve a common goal - the dissemination of reliable and ethical information

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Research Content

eLearning Experience with Instructional Design

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The pace at which the current business environment changes has made organizations realize that their success or survival depends on how prepared their employees are for the future. Companies are embarking on large capability development projects to reskill and upskill their teams, and sound instructional design is a critical enabler in achieving this goal.    

Instructional designers create and deliver educational and training materials to learners from all walks of life in various ways. For the corporate sector, instructional designers are the ones that systematically collect, process, and analyze data, determining if employees were adequately educated. The success of any instructional design depends on the following:   

1. Providing a robust conceptual foundation in Instructional design and building on the practical aspects  
2. Pedagogy must include a blend of interactive virtual and live sessions  
3. Digital content must be available & contextualize properly for better understanding   

Our experienced instructional designers can play the role of facilitator, researcher, and innovator while writing the content. Armed with a versatile skill set, they use the latest e-learning tools, technology, and software to design practical learning courses and materials, thus, ensuring high levels of user engagement and meeting the intended objectives.   

[Download our whitepaper](#hubspotForm) on Instructional Design to learn more about Instructional Design, models, and how Straive’s instructional design experts design specifications and storyboard e-learning programs.

eLearning Experience with Instructional Design - Our experienced instructional designers can play the role of facilitator, researcher, and innovator while writing the content.

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Enriching eLearning Experience with Instructional Design

Accessibility

Accessibility Act and what it means for the global publishing industry

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The European Accessibility Act is closely related to the Web Accessibility Directive, which intends to define digital accessibility requirements for European Union public institutions. Both regulations are based on WCAG standards, but the EAA is more widely applicable to private businesses that offer products or services.    

The EU adopted the EAA in June 2019. EU member states were obliged to translate and incorporate the regulation into their national laws by June 2022. The law must be enforced by July 2025.   

The Act establishes a set of uniform accessibility guidelines that all EU member states must adhere to, making it simpler for private businesses to offer compatible goods and services throughout the EU and expanding choice for consumers.   

This paper provides a comprehensive analysis of the significant impact that the EAA will have on all players in the digital publishing industry. We take a look at:     

- The European Accessibility Act, its   
- Benefits of EAA, and whom does it apply to
- Impact of EAA on the Publishing Industry  

The European Accessibility Act is closely related to the Web Accessibility Directive, which intends to define digital accessibility requirements for European Union public institutions. Both regulations are based on WCAG standards, but the EAA is more widely applicable to private businesses that offer products or services.

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The European Accessibility Act and what it means for the global publishing industry

EdTech

Alternative Data

Information Services

Alternative Data Help Your Investment Decision-Making Strategies

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The investment management industry is at an inflection point—asset and wealth management has undergone significant shifts in its business models, fee pressures have led to price wars, and passive investment has disrupted the active management approach. For investment management firms keen to boost their returns or alphas, data analytics is critical for capturing competitive advantage, with investment managers looking to leverage alternative data sets.   

Alternative data is the information used to gain additional business insights, which are externally sourced data. Straive provides sophisticated data solutions to deal with alternative data, and this whitepaper showcases how data-driven automation can significantly boost the efficiency of asset management practices.    

- Data-led predictive analytics supported by AI/ML will provide granular measurements of investment outcomes across activities and customers.  
- Personalized client experiences will help sell products because customers may be encouraged to accept relatively lower returns for greater customer-centricity.    
- AI tools can deconstruct corporate statements, company annual reports, alternative data sources, and more and triangulate climate-related claims or disclosures.   

[Download our whitepaper](#hunspotForm) to understand how alternative data discovery and processing help uncover and corroborate investment opportunities and manage risks.

Alternative data is the information used to gain additional business insights, which are externally sourced data. Straive provides sophisticated data solutions to deal with alternative data, and this whitepaper showcases how data-driven automation can significantly boost the efficiency of asset management practices

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Build a Digital Strategy for Your Educational Content

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Advancing education technologies is transforming learning, and the education system must adapt to the new era of digital education. Digital educational content expands learning opportunities, aids student accountability, and makes students smarter. A comprehensive digital transformation strategy for educational content is vital for content creators.    

Digital content helps learners to build the skills they need to stay ahead in the competitive world, navigate technology and get the best out of it. This whitepaper will help you get an understanding of the following:   

- Emerging content formats and trends 
- The need for Localize & Accessible content
- Content migration strategy   

Straive’s digital content solutions are part of a comprehensive set of content and EdTech services that help our customers increase efficiency and benefit from dramatic gains in quality learning.   

Download our whitepaper “Build a Digital Strategy for Your Educational Content” to learn how we can help educational content publishers with digital content that will help them stay ahead, save money, improve bottom lines, and shorten learning and delivery times.  

Digital content helps learners to build the skills they need to stay ahead in the competitive world, navigate technology and get the best out of it

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Financial

Alternative Data Applications in the Capital Markets

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According to a survey by Greenwich Associates, ~95% of capital markets professionals expect alternative data to become invaluable in the next few years. Also, data analysis insights will significantly impact investment opportunities and liquidity sourcing, primarily due to the vast datasets generated by automation across all functions on the trading floor.   

Straive’s white paper “Alternative Data Applications in the Capital Markets” discusses how capital market participants use alternative data in investment decision-making. Furthermore, the whitepaper elaborates on the:
- Numerous capital markets use cases
- Challenges in unlocking investment insights from alternative data
- Importance of refining alternative data  

[Download Whitepaper](#hubspotForm) to learn how Straive can help collaboratively develop and implement data strategies that efficiently address technological complexity, competition, and market moves. Our data platform – Straive Data Platform (SDP) help acquire, extract, enrich, and deliver alternative data that can be seamlessly ingested into any data workflow.

Straive’s white paper “Alternative Data Applications in the Capital Markets” discusses how capital market participants use alternative data in investment decision-making.

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## White paper on CI/CD  

In the new age of digital transformation, development teams need to be quick and agile in application development, testing, QA, and deployment to exceed customer expectations for shorter development cycle times and higher quality levels.  

Straive’s white paper “[Accelerating Deployment with CI/CD](#)” discusses balancing time, quality, cost, and efficiency by leveraging CI/CD to rapidly deploy applications, customizations, and continuous improvement activities.  


Download Straive's white paper “[Accelerating Deployment with CI/CD](#)"  


This whitepaper explains the features and benefits of continuous integration and continuous delivery (CI/CD). It details how the CI/CD methodology is vital to Straive's development initiatives. Furthermore, this whitepaper elaborates on:  

- Why CI/CD is more than technology
- The advantages of Cl/CD
- How Straive leverages Cl/CD   



Download Straive's white paper “[Accelerating Deployment with CI/CD](#)"  



Straive possesses the technology, training, and agility to build future-ready solutions, support new products, and scale on-demand. We drive holistic user experiences through technologies and methodologies such as CI/CD to ensure our products, platforms, and services adhere to the highest standards.  

To learn more about Straive’s data solution strategy visit our website 
[https://www.straive.com/technology](https://www.straive.com/technology)





CI/CD is the key to deploying new and updated software and products on-demand. It involves people, processes, technology, and tools that enable continuous end-to-end delivery of code or deployment of applications on platforms.

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Accelerating Deployment with CI/CD – Straive

real progress toward the Sustainable Development Goals

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The Sustainable Development Goals (SDGs) Publishers Compact was introduced at the Frankfurt Book Fair in 2020. The compact includes ten action points that publishers, publishing associations, and others can commit to implementing in order to expedite progress toward achieving the SDGs by the year 2030.  

Publishers are categorizing their catalogs using the SDG framework, making it easier for booksellers and distributors to support the SDG agenda. This whitepaper takes a look at how:
- Open access can help reduce access disparities
- The power of diversity and inclusion to create equal opportunities for all
- Content is key to advancing the SDG agenda

Download this Paper to know more about how publishers, individually and collectively, have been fostering innovative research and approaches, within and beyond their respective organizations, to expedite progress toward achieving the SDGs by the year 2030. 


The Sustainable Development Goals (SDGs) Publishers Compact was introduced at the Frankfurt Book Fair in 2020. The fact that leading publishers and associations are placing greater emphasis on mapping their content to the SDGs raises the prospect of additional members will come on board.

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Making real progress toward the Sustainable Development Goals: The role that publishers can play

ESG Data

Data-Driven Anti-Greenwashing ESG Strategy

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Processing complex unstructured documents or images helps validate various corporate ESG claims. However, acquiring data from companies’ websites, PRs, news portals, etc., is an inefficient, time-consuming, and tedious task.  

The integration of advanced tools and technologies helps aggregate, analyze and validate the information from diverse datasets across multiple formats that can be factored to validate corporate ESG claims.  

This whitepaper helps you understand more about areas like-  

- How advancing technologies unearth correlations between various variables in unstructured data  
- How text and public data intelligence solutions help collect data from diverse formats like news, annual reports, sustainability (CSR) reports, etc.  
- Reducing the influence of open-ended data points during data extraction.  


Time-consuming manual operations on ESG data are now impossible due to voluminous unstructured data. Download our white paper to understand how an end-to-end ESG data engine can effectively handle the complexity of unstructured sources at scale.  



Processing complex unstructured documents or images helps validate various corporate ESG claims. However, acquiring data from companies’ websites, PRs, news portals, etc., is an inefficient, time-consuming, and tedious task

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A Data-Driven Anti-Greenwashing ESG Strategy

Scholarly Publishing

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Data-driven decisions are essential for the growth and success of publishers. Publishers have been dealing with an endless stream of new authors submitting increasing numbers of articles for decades now. New publishing alternatives, as well as other journals, are increasing the level of competition for even the most prestigious publications.  

In a publishing landscape where content is king, data is the driving force behind the throne. From submission and publication records to usage, sales, and author and reviewer satisfaction scores, publishers already have a plethora of data that they need. Emerging requirements such as the DEI, the SDGs, and transformative agreements have imposed reporting requirements that necessitate robust data governance approaches.  

[Download this whitepaper](#hubspotForm) to know more about how publishers can leverage their data to understand their market position, as well as generate new business models and revenues, all while adhering to ethical data governance practices. We take a look at:  

-  Understanding Your Market
-  Data Needs and New Sales Models
-  The concept of a data strategy
-  Governance, Privacy and Security  

Data-driven decisions are essential for the growth and success of publishers. Publishers have been dealing with an endless stream of new authors submitting increasing numbers of articles for decades now. New publishing alternatives, as well as other journals, are increasing the level of competition for even the most prestigious publications.

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Data: The Key to Publishing Strategy

Data: The Key to Publishing Strategy | Straive

STM Publishing

scientific and scholarly publishers, STM Publishing

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The majority of scientific and scholarly publishers make a conscious effort to maintain the integrity of the research published in their books and journals. Recent years have seen a rapid increase in research output and manuscript submissions, together with a decline in academic integrity and a concomitant rise in the occurrence of publication fraud, making research publication an enormously arduous and exacting task.  

Research misconduct applies to any action that involves deliberate manipulation of scientific record such that it no longer reflects observed truth. Contrary to flaws that were once honest and unintentional, flaws have become increasingly rampant, and more often than not, are intentional, amounting to research fraud.  

[Download this Whitepaper](#download) to know more about how authors, editors, and publishers can collaborate to address academic misconduct. We take a look at:  

-  Issues Involving Research Integrity
-  Factors Contributing to Research Fraud
-  Long-term Impact of Research Fraud
-  Publisher’s Role in Maintaining Integrity of Published Literature
-  AI and new technologies that can help combat integrity issue  


The majority of scientific and scholarly publishers make a conscious effort to maintain the integrity of the research published in their books and journals. Recent years have seen a rapid increase in research output and manuscript submissions, together with a decline in academic integrity and a concomitant rise in the occurrence of publication fraud, making research publication an enormously arduous and exacting task.

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Ensuring highest standards of quality, trust, and ethics to maintain integrity of published literature

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As digital transformation is in full swing, trading companies are overwhelmed with unstructured data in many forms - emails, voice calls, and chat that need to be processed and analyzed in near real-time. Moreover, manual operations and multiple formats add further complexities.

Download whitepaper to discover why AI is the future of commodities trading. The whitepaper helps you understand more about areas such as -  

-  End-to-end automated workflows help mitigate trading risk
-  Al enabled risk assessment analytics to transform commodity value chains
-  Gathering stock value indicators in near real-time for intelligent alerts
-  Embedding technology in trading practices for quick execution of strategic objectives

AI/ML-based approach deciphers both structured and unstructured content-text, image, and voice-from different data repositories and creates analytics-ready datasets.

[Download Whitepaper](#download) to learn how advancing technologies help accelerate the performance at each stage in the value chain and develop insights from massive amounts of data.  


AI/ML-based approach deciphers both structured and unstructured content-text, image, and voice-from different data repositories and creates analytics-ready datasets.

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Data-driven Strategy to Scale Commodities Operations

AI  and commodities trading - As digital transformation is in full swing, trading companies are overwhelmed with unstructured data in many forms - emails, voice calls, and chat that need to be processed and analyzed in near real-time. Moreover, manual operations and multiple formats add further complexities.

Data-driven Strategy to Scale Commodities Operations | Whitepapers

Data-driven Strategy to Scale Commodities Operations | Whitepapers | Straive

Localization

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To stay relevant and competitive globally in this digital era, you have to speak the common language effectively. However, due to language, cultural, and functional diversity, it is essential to localize content to extend reach.         

The whitepaper details how inclusivity and cultural understanding can be infused into global content by combining artificial intelligence (AI)–powered technologies, highly skilled translators, and experienced program managers. Furthermore, the whitepaper elaborates on:          

-  Content localization as a revenue driver
-  Success metrics for localization
-  Need for end-to-end localization workflows
-  Components of end-to-end localization

Our white paper discusses how enterprises can balance time, quality, cost, and efficiency by bringing automation and technology into traditional content localization processes. 

[Download the Whitepaper](#download) to learn how Straive's technology-enabled multilingual content localization solutions are built on expertise and experience transcending translation.


To stay relevant and competitive globally in this digital era, you have to speak the common language effectively. However, due to language, cultural, and functional diversity, it is essential to localize content to extend reach.

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End-To-End Content Localization for the Digital Age

Content localization – Download whitepapers on details how inclusivity and cultural understanding can be infused into global content by combining artificial intelligence (AI)–powered technologies, highly skilled translators, and experienced program managers.

 End to End Content localization for digital Age| Whitepapers

 End to End Content localization for digital Age| Whitepapers | Straive

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## Transform legacy learning content to digital native formats             

The global textbook market is in a state of flux as it is rapidly moving toward digital textbooks, fueled by improving technology, improving broadband services, and preferences from teachers, parents, students, and educational stakeholders. However, this wasn’t the case a few years back when there was growing resistance to digital textbook adoption due to:      
    
1. Devices causing distractions
2. Digital textbooks causing physical and mental fatigue
3. Inability to highlight or mark pages                         

Rapidly advancing technologies being brought into the classrooms positively impact the quality of education being delivered. Today students and teachers unanimously agree on the benefits of using digital textbooks in education. Digital textbooks aim to simplify and enhance the overall learning experience by:           
    
1. Making the learning process interactive and engaging
2. Making resources available anytime and anywhere
3. Providing updated content to students all-round the year   

[Download Whitepaper](#) to learn the digital textbooks industry inside out, the role of content, and how digital content have become significant in today’s learning.


The global textbook market is in a state of flux as it is rapidly moving toward digital textbooks, fueled by improving technology, improving broadband services, and preferences from teachers, parents, students, and educational stakeholders.

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