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Responsible Data Collection: Why It Matters for Businesses Today

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Responsible Data Collection: Why It Matters for Businesses Today


As technology has evolved, so has the amount of data businesses collect about their customers and competitors. While this can be beneficial to both companies and customers, it also raises concerns about privacy, copyright violations, and responsible data collection.

Responsible data collection is the practice of gathering and using data in an ethical and transparent way that respects data owners’ rights. It is becoming increasingly crucial for businesses to prioritize responsible data collection to avoid legal issues and reputation damage and build trust with their customers.

Let’s look closely at the factors that make responsible data collection essential for a business.

Legal Aspects of Responsible Data Collection

Data collection regulations are still evolving in this relatively new field. Each country has its own approach. Copyright protects all internet content, including blog posts and website code. Data owners and collectors often clash.

To avoid any legal issues with data scraping, you must be aware of the regulations in your operating countries. For example, in the European Union, it’s legal to scrape publicly available content under copyright to generate intelligence, — based on Directive 2019/790 of the European Parliament and of the Council on copyright and related rights in the Digital Single Market (DSM Directive).

This means you can collect your competitors’ data, but you cannot use it beyond analytical purposes.

Additionally, a company can prohibit data scraping of its public web platforms by providing machine-readable information about the ban on those platforms.

In the US, norms are being shaped by legislators and court rulings. Data collectors believe that Fair Use Index allows them to scrape publicly available information and transform it into new products, for instance, into price aggregating platforms. However, as the Craigslist vs. 3Taps case showed, publicly available data may be protected from web scraping by user agreement.

At the same time, very recently, the court battle between LinkedIn and hiQ Labs has proved that publicly available data is a legal target for web scraping despite the hopes of data owners that all information on their platforms, including texts, media, and databases, should be protected by Computer Fraud and Abuse Act (CFAA).

Ethical scraping implies obeying laws and may require legal counseling. Regulations may be complex and ever-changing but your business reputation and your company’s financial sustainability depends on them a lot.

Data Owner Trust and Loyalty

A responsible data collection pipeline takes time to set up properly but offers benefits, including building trust with data owners. Adhering to web scraping best practices shows respect for data owners, such as reviewing the robots.txt file, limiting scraping frequency, and avoiding personal or copyrighted data.

It creates a win-win situation. By scraping data for research, analysis, or innovation, you provide valuable insights benefiting both you and the data owner. For instance, web scraping helps compare prices, monitor trends, and improve the customer experience.

One approach to responsible data collection is to follow these two tips:

  1. Give credit. If you use the scraped data for public purposes, such as publishing a report or an article, you should always give credit to the original data source and link back to their website. This can help you avoid plagiarism and acknowledge the data owner’s contribution;
  2. Share feedback. If you find errors or inconsistencies in the scraped data, share your feedback with the data owner and help them improve their data quality. You can also share your insights or findings from the scraped data and show them how they can use it for their own benefit.

Purely Business Benefits

In addition to legal and ethical considerations, responsible data collection can also lead to better business outcomes. When companies responsibly collect data, they can better understand their customers’ needs and preferences. This can lead to more targeted marketing campaigns, personalized customer experiences, and higher profits.

For instance, a company that collects data about its customers’ purchasing habits can use that information to create targeted marketing campaigns that are more likely to resonate with those customers. This can lead to higher conversion rates, increased sales, and a better return on investment.

However, it is essential to note that responsible data collection is not just about collecting more data. In fact, collecting too much data can actually be counterproductive. When companies collect too much data, it can become overwhelming and difficult to manage, which may lead to financial losses. It can also be more challenging to ensure the data is used responsibly and ethically.

Instead, focus on collecting the correct data in the right way. Be transparent with data owners, collect only necessary data, and operate effectively. Prioritizing responsible data collection helps businesses stay competitive and maintain customer trust as technology advances and data becomes central to decision-making processes.

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Vladimir Fomenko

Founder & Director

Vladimir Fomenko is the founder of Infatica.io, a Singapore-based company offering a global peer-to-business proxy network with millions of proxies and IPs in 250+ locations. He is a seasoned entrepreneur and leader specializing in product development, web and app development, VPN and hosting services, and marketing strategy.

Politics

Fintech Kennek raises $12.5M seed round to digitize lending

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Google eyed for $2 billion Anthropic deal after major Amazon play


London-based fintech startup Kennek has raised $12.5 million in seed funding to expand its lending operating system.

According to an Oct. 10 tech.eu report, the round was led by HV Capital and included participation from Dutch Founders Fund, AlbionVC, FFVC, Plug & Play Ventures, and Syndicate One. Kennek offers software-as-a-service tools to help non-bank lenders streamline their operations using open banking, open finance, and payments.

The platform aims to automate time-consuming manual tasks and consolidate fragmented data to simplify lending. Xavier De Pauw, founder of Kennek said:

“Until kennek, lenders had to devote countless hours to menial operational tasks and deal with jumbled and hard-coded data – which makes every other part of lending a headache. As former lenders ourselves, we lived and breathed these frustrations, and built kennek to make them a thing of the past.”

The company said the latest funding round was oversubscribed and closed quickly despite the challenging fundraising environment. The new capital will be used to expand Kennek’s engineering team and strengthen its market position in the UK while exploring expansion into other European markets. Barbod Namini, Partner at lead investor HV Capital, commented on the investment:

“Kennek has developed an ambitious and genuinely unique proposition which we think can be the foundation of the entire alternative lending space. […] It is a complicated market and a solution that brings together all information and stakeholders onto a single platform is highly compelling for both lenders & the ecosystem as a whole.”

The fintech lending space has grown rapidly in recent years, but many lenders still rely on legacy systems and manual processes that limit efficiency and scalability. Kennek aims to leverage open banking and data integration to provide lenders with a more streamlined, automated lending experience.

The seed funding will allow the London-based startup to continue developing its platform and expanding its team to meet demand from non-bank lenders looking to digitize operations. Kennek’s focus on the UK and Europe also comes amid rising adoption of open banking and open finance in the regions.

Featured Image Credit: Photo from Kennek.io; Thank you!

Radek Zielinski

Radek Zielinski is an experienced technology and financial journalist with a passion for cybersecurity and futurology.

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Politics

Fortune 500’s race for generative AI breakthroughs

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Deanna Ritchie


As excitement around generative AI grows, Fortune 500 companies, including Goldman Sachs, are carefully examining the possible applications of this technology. A recent survey of U.S. executives indicated that 60% believe generative AI will substantially impact their businesses in the long term. However, they anticipate a one to two-year timeframe before implementing their initial solutions. This optimism stems from the potential of generative AI to revolutionize various aspects of businesses, from enhancing customer experiences to optimizing internal processes. In the short term, companies will likely focus on pilot projects and experimentation, gradually integrating generative AI into their operations as they witness its positive influence on efficiency and profitability.

Goldman Sachs’ Cautious Approach to Implementing Generative AI

In a recent interview, Goldman Sachs CIO Marco Argenti revealed that the firm has not yet implemented any generative AI use cases. Instead, the company focuses on experimentation and setting high standards before adopting the technology. Argenti recognized the desire for outcomes in areas like developer and operational efficiency but emphasized ensuring precision before putting experimental AI use cases into production.

According to Argenti, striking the right balance between driving innovation and maintaining accuracy is crucial for successfully integrating generative AI within the firm. Goldman Sachs intends to continue exploring this emerging technology’s potential benefits and applications while diligently assessing risks to ensure it meets the company’s stringent quality standards.

One possible application for Goldman Sachs is in software development, where the company has observed a 20-40% productivity increase during its trials. The goal is for 1,000 developers to utilize generative AI tools by year’s end. However, Argenti emphasized that a well-defined expectation of return on investment is necessary before fully integrating generative AI into production.

To achieve this, the company plans to implement a systematic and strategic approach to adopting generative AI, ensuring that it complements and enhances the skills of its developers. Additionally, Goldman Sachs intends to evaluate the long-term impact of generative AI on their software development processes and the overall quality of the applications being developed.

Goldman Sachs’ approach to AI implementation goes beyond merely executing models. The firm has created a platform encompassing technical, legal, and compliance assessments to filter out improper content and keep track of all interactions. This comprehensive system ensures seamless integration of artificial intelligence in operations while adhering to regulatory standards and maintaining client confidentiality. Moreover, the platform continuously improves and adapts its algorithms, allowing Goldman Sachs to stay at the forefront of technology and offer its clients the most efficient and secure services.

Featured Image Credit: Photo by Google DeepMind; Pexels; Thank you!

Deanna Ritchie

Managing Editor at ReadWrite

Deanna is the Managing Editor at ReadWrite. Previously she worked as the Editor in Chief for Startup Grind and has over 20+ years of experience in content management and content development.

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Politics

UK seizes web3 opportunity simplifying crypto regulations

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Deanna Ritchie


As Web3 companies increasingly consider leaving the United States due to regulatory ambiguity, the United Kingdom must simplify its cryptocurrency regulations to attract these businesses. The conservative think tank Policy Exchange recently released a report detailing ten suggestions for improving Web3 regulation in the country. Among the recommendations are reducing liability for token holders in decentralized autonomous organizations (DAOs) and encouraging the Financial Conduct Authority (FCA) to adopt alternative Know Your Customer (KYC) methodologies, such as digital identities and blockchain analytics tools. These suggestions aim to position the UK as a hub for Web3 innovation and attract blockchain-based businesses looking for a more conducive regulatory environment.

Streamlining Cryptocurrency Regulations for Innovation

To make it easier for emerging Web3 companies to navigate existing legal frameworks and contribute to the UK’s digital economy growth, the government must streamline cryptocurrency regulations and adopt forward-looking approaches. By making the regulatory landscape clear and straightforward, the UK can create an environment that fosters innovation, growth, and competitiveness in the global fintech industry.

The Policy Exchange report also recommends not weakening self-hosted wallets or treating proof-of-stake (PoS) services as financial services. This approach aims to protect the fundamental principles of decentralization and user autonomy while strongly emphasizing security and regulatory compliance. By doing so, the UK can nurture an environment that encourages innovation and the continued growth of blockchain technology.

Despite recent strict measures by UK authorities, such as His Majesty’s Treasury and the FCA, toward the digital assets sector, the proposed changes in the Policy Exchange report strive to make the UK a more attractive location for Web3 enterprises. By adopting these suggestions, the UK can demonstrate its commitment to fostering innovation in the rapidly evolving blockchain and cryptocurrency industries while ensuring a robust and transparent regulatory environment.

The ongoing uncertainty surrounding cryptocurrency regulations in various countries has prompted Web3 companies to explore alternative jurisdictions with more precise legal frameworks. As the United States grapples with regulatory ambiguity, the United Kingdom can position itself as a hub for Web3 innovation by simplifying and streamlining its cryptocurrency regulations.

Featured Image Credit: Photo by Jonathan Borba; Pexels; Thank you!

Deanna Ritchie

Managing Editor at ReadWrite

Deanna is the Managing Editor at ReadWrite. Previously she worked as the Editor in Chief for Startup Grind and has over 20+ years of experience in content management and content development.

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