Extra Crunch Roundup: AI in Fintech, Visa Updates & No-Code

The Changing Landscape of Retail Banking

The conventional layout of many American retail banks involves customers navigating through a series of desks occupied by loan and mortgage officers before reaching a customer service representative.

Despite infrequent personal visits, even prior to the pandemic, it has been difficult to recall seeing staff consistently present at these designated desks.

Recent experience suggests that the initiation of both home and business loan applications is now predominantly conducted through online platforms.

Upstart's Growth and AI Adoption

For today’s analysis, Alex Wilhelm conducted an interview with Dave Girouard, the CEO of Upstart, a fintech lender leveraging AI technology.

Upstart anticipates a substantial growth rate of 114% this year, indicating a potential shift in how traditional banks approach risk assessment.

This trend may offer an explanation for the observed vacancies at local bank branches.

As Alex notes, achieving these projected figures for 2021 would signify a wider acceptance of AI solutions within established financial institutions.

Investor Confidence in AI and Machine Learning

Data from PitchBook reveals increasing investor optimism regarding AI technologies.

The fourth quarter of 2020 witnessed unprecedented funding levels for startups specializing in AI and Machine Learning (ML).

Furthermore, exit values are also demonstrating an upward trajectory.

The growing investment in these areas suggests a strong belief in the future of AI-driven financial services.

A repurposed desk could be a useful addition to a home office, prompting consideration of contacting a local bank regarding potential availability.

Thank you for reading Extra Crunch. Wishing you a pleasant weekend!

Walter Thompson
Senior Editor, TechCrunch
@yourprotagonist

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The Evolution of Data Management in a Cryptocurrency Firm: Towards Data 3.0

For any organization, data represents a significant asset. Effective data management yields crucial insights and enhanced clarity, ultimately facilitating more informed and scalable decision-making processes.

Furthermore, robust data practices serve as a vital mechanism for ensuring accountability across all levels of the company.

Despite this potential, a large number of businesses currently operate within the confines of what is termed Data 1.0.

Understanding Data 1.0

Data 1.0 is characterized by manual data collection and analysis. This often involves spreadsheets and basic reporting tools.

The process is typically slow, prone to errors, and lacks the sophistication needed to uncover deeper patterns.

Consequently, organizations relying on Data 1.0 often struggle to leverage the full value of their information.

The Rise of Data 2.0

Data 2.0 represents a step forward, incorporating data warehouses and business intelligence (BI) tools.

This allows for more centralized data storage and automated reporting.

However, Data 2.0 still often requires significant technical expertise and can be inflexible in responding to changing business needs.

Data 3.0: The Future of Data Management

Data 3.0 signifies a paradigm shift, driven by technologies like machine learning and real-time analytics.

It emphasizes data democratization, making insights accessible to a wider range of users within the organization.

This approach fosters a data-driven culture where decisions are informed by evidence rather than intuition.

Key Components of Data 3.0

• Real-time Data Pipelines: Continuous data ingestion and processing.
• Machine Learning Integration: Automated insights and predictive analytics.
• Data Democratization: Self-service analytics tools for all users.
• Data Governance: Ensuring data quality, security, and compliance.

Benefits of Transitioning to Data 3.0

Adopting a Data 3.0 strategy can yield substantial benefits for a crypto company.

These include improved risk management, enhanced fraud detection, and more personalized customer experiences.

Ultimately, Data 3.0 empowers organizations to operate more efficiently and gain a competitive advantage.

Seeking Funding in Silicon Valley: Visa Options for Founders

Dear Sophie: A query has been received from founders seeking guidance on securing appropriate visas.

The founders, having established a tech startup in the previous year, are currently exploring avenues for obtaining funding.

They are considering a trip to Silicon Valley to engage with venture capitalists.

The core question revolves around the optimal visa type for this purpose and the associated ease of acquisition.

—Inquiring from Lagos

Understanding Visa Options for Fundraising

Initiating fundraising efforts in the United States requires careful consideration of visa regulations. Simply traveling to the U.S. for fundraising activities without proper authorization can lead to complications.

Several visa categories could potentially apply, each with its own requirements and limitations.

Potential Visa Categories

• B-1 Visa (Business Visitor): This is often the first visa considered. It permits entry for short-term business activities, including attending meetings and exploring investment opportunities.
• However, the B-1 visa explicitly prohibits active work or employment within the U.S.
• Therefore, extensive fundraising that involves actively soliciting investments might be viewed as unauthorized work.
• E-2 Visa (Treaty Investor): If your country has a treaty of commerce and navigation with the U.S., and you’ve made a substantial investment in your startup, the E-2 visa could be a viable option.
• This visa allows you to reside in the U.S. to oversee and develop your business.
• H-1B Visa (Specialty Occupation): This visa is generally for individuals in specialized fields requiring theoretical or technical expertise.
• It is less common for founders to qualify directly for an H-1B visa solely for fundraising.

Navigating the Application Process

The ease of obtaining a visa depends heavily on individual circumstances and the specific visa category applied for.

Documentation requirements are stringent and typically include a detailed business plan, proof of funding, and evidence of legitimate business activities.

It is strongly recommended to consult with an experienced immigration attorney to assess your eligibility and navigate the complexities of the application process.

Key Considerations for Founders

Before traveling to Silicon Valley, thoroughly research potential investors and schedule meetings in advance.

Be prepared to clearly articulate your business model, financial projections, and the value proposition of your startup.

Ensure all visa applications are filed correctly and well in advance of your intended travel date to avoid potential delays or denials.

The Potential of "Little AI" for Resolving Common Challenges

A question arises: why do software developers continue to address routine issues using outdated, manual methods instead of leveraging the capabilities of Little AI?

Numerous everyday applications exist where artificial intelligence can be utilized. This technology allows systems to learn and autonomously determine the most advantageous course of action for both end-users and businesses.

The Scope of Everyday AI Applications

The potential for AI extends far beyond complex systems. It can be effectively applied to a vast number of commonplace scenarios.

By empowering technology with learning capabilities, optimal results can be consistently achieved for consumers and organizations.

Benefits of Implementing Little AI

• Increased Efficiency: Automation of routine tasks frees up human resources.
• Improved Outcomes: AI-driven decisions can lead to better results.
• Enhanced User Experience: Personalized experiences are possible through AI learning.

The adoption of Little AI represents a significant opportunity to streamline operations and enhance overall performance.

Focusing on these readily applicable AI solutions can unlock substantial value across various industries.

Attracting Data Scientists on a Budget

The surge in demand for skilled professionals in AI and data science continues, a trend accelerated by the economic shifts brought about by the recent pandemic.

A significant number of companies are struggling to locate suitable applicants, and even fewer are successfully progressing through the interview process to make hires.

Frequently, the root cause lies in ineffective job descriptions.

The Challenge of Finding Qualified Candidates

Employers often encounter difficulties in pinpointing potential hires, let alone securing interviews or extending offers.

This challenge is often exacerbated by the competitive landscape for data science talent.

The Importance of a Well-Crafted Job Description

A common obstacle to successful recruitment is a job posting that doesn't effectively attract the right individuals.

Carefully constructed job descriptions are crucial for attracting a strong pool of applicants.

Key Elements of an Effective Job Posting

• Clearly Define Required Skills: Specify the precise technical abilities needed.
• Highlight Company Culture: Showcase what makes your organization a desirable place to work.
• Focus on Impact: Explain how the role contributes to the company’s overall goals.

By focusing on these elements, companies can significantly improve their ability to attract qualified data scientists without necessarily offering the highest salaries.

A strategic approach to recruitment, starting with a compelling job description, is essential for success in today’s competitive market.

Facilitating the Shift Towards a No-Code Enterprise

The landscape of application development and maintenance is undergoing a significant transformation due to the rise of no-code platforms.

This technology empowers individuals across an organization, fostering the creation of “citizen developers.” These individuals are equipped to rapidly construct applications tailored to their specific business requirements.

Consequently, IT departments and business units are brought into closer alignment, with objectives becoming more synchronized.

What strategies can organizations employ to proactively embrace this evolving trend?

Step 1: Identify Use Cases

Begin by pinpointing areas within your company where no-code solutions can deliver immediate value.

Focus on repetitive tasks, workflows that require frequent adjustments, or applications with limited complexity.

Step 2: Empower Citizen Developers

Provide training and resources to enable employees to effectively utilize no-code tools.

Establish clear guidelines and governance policies to ensure responsible application development and data security.

Step 3: Integrate with Existing Systems

Ensure seamless integration between no-code applications and your current IT infrastructure.

This will prevent data silos and maintain a cohesive technological ecosystem.

Prioritizing integration is crucial for maximizing the benefits of a no-code approach.

By following these steps, companies can successfully navigate the transition to a no-code environment and unlock new levels of agility and innovation.

The Link Between Innovation and Tax Management: A Growing Startup Landscape

Sales tax regulations present significant challenges for small and medium-sized enterprises (SMEs). However, a new wave of companies is being established to assist businesses in navigating the complexities of taxes across different regions.

The Challenges of Sales Tax Compliance

Managing sales taxes can be particularly difficult due to the unique rules and regulations that vary by jurisdiction. This complexity often creates a substantial administrative burden for businesses.

These burdens can divert resources away from core business activities, hindering growth and innovation. Consequently, a demand has arisen for streamlined tax compliance solutions.

Emerging Tax Startups and Their Solutions

A growing number of startups are focusing on automating and simplifying sales tax processes. They are leveraging technology to address the pain points experienced by businesses.

These solutions often include features such as:

• Automated tax rate calculations.
• Filing and remittance services.
• Nexus determination.
• Real-time tax compliance monitoring.

By automating these tasks, startups are enabling businesses to focus on their primary objectives: growth and innovation.

The Impact of Technology on Tax Management

The rise of these tax startups demonstrates the power of technology to disrupt traditional industries. Specifically, advancements in automation and data analytics are proving invaluable.

These technologies allow for more accurate and efficient tax calculations, reducing the risk of errors and penalties. Furthermore, they provide businesses with greater visibility into their tax obligations.

Looking Ahead: The Future of Tax Tech

The trend of innovation in the tax technology sector is expected to continue. As businesses increasingly operate across state lines and internationally, the need for sophisticated tax management solutions will only grow.

We can anticipate further development of AI-powered tools and machine learning algorithms to enhance tax compliance and optimize tax strategies.

Snowflake's Abandonment of Dual-Class Shares: A Signal for Others?

The decision by Snowflake to relinquish its dual-class share structure has sparked debate. Certain founders and investors maintain that these preferred shares offer a safeguard against market volatility.

However, this viewpoint is not shared by all stakeholders. A controversial governance model, dual-class shares are sometimes criticized for creating an uneven competitive landscape.

This raises the question: what motivated Snowflake to relinquish a mechanism that provides considerable control?

Understanding Dual-Class Shares

Dual-class shares allow certain shareholders, typically founders and early investors, to hold voting rights disproportionate to their economic ownership. This enables them to maintain control of the company even with a minority stake.

The argument in favor centers on protecting long-term vision. It's believed that this structure shields the company from short-term pressures exerted by public markets.

The Concerns Surrounding Dual-Class Structures

Critics argue that dual-class shares concentrate power in the hands of a select few. This can lead to decisions that benefit these insiders at the expense of other shareholders.

Such arrangements are often seen as detrimental to corporate governance. They can reduce accountability and potentially hinder the company’s ability to respond to changing market conditions.

Why Snowflake Made the Change

Snowflake’s decision appears to be driven by a desire to broaden its investor base. Eliminating the dual-class structure makes the company more attractive to index funds and other institutional investors.

These investors often avoid companies with concentrated voting power. The move signals a commitment to more conventional corporate governance practices.

Implications for Other Companies

Snowflake’s move could encourage other companies with dual-class shares to reconsider their structures. It demonstrates that relinquishing control can unlock access to a wider range of capital.

However, the decision is not without risk. Founders may be hesitant to cede control, even if it means potentially limiting their access to funding.

• Increased Investor Appeal: A more standard share structure attracts a broader range of investors.
• Improved Governance: Greater shareholder alignment can lead to better decision-making.
• Potential Loss of Control: Founders may relinquish some influence over the company’s direction.

Ultimately, the decision of whether to maintain or abandon dual-class shares is a complex one. It requires careful consideration of the company’s specific circumstances and long-term goals.

Mobility as a Service (MaaS): Transforming the Transit Landscape

Transit authorities are actively working to regain passenger numbers, and a growing number of platforms are emerging to facilitate this. These platforms, often supported by major corporations such as Uber, Intel, and BMW, are introducing innovative technological collaborations.

These startups are marketing mobility-as-a-service (MaaS) solutions as a crucial tool for transit agencies. The goal is to establish these agencies as central to the future of urban transportation.

The Core of MaaS Offerings

MaaS platforms focus on integrating various aspects of transportation. This includes consolidating booking processes, streamlining payments, and enhancing trip planning capabilities.

By offering these integrated services, MaaS aims to provide a more convenient and user-friendly experience for commuters. This, in turn, is intended to encourage greater reliance on public transit options.

Partnerships Driving Innovation

The involvement of industry leaders like Uber, Intel, and BMW signifies the growing importance of MaaS. These partnerships bring significant resources and expertise to the development of these technologies.

Such collaborations are expected to accelerate the adoption of MaaS solutions and drive further innovation within the transit sector. They represent a strategic move to modernize urban mobility systems.

Benefits for Transit Agencies

• Increased Ridership: MaaS can attract new riders by simplifying the transit experience.
• Enhanced Efficiency: Integrated platforms can optimize routes and reduce congestion.
• Data-Driven Insights: MaaS generates valuable data that can inform transit planning.

Ultimately, the success of MaaS will depend on its ability to seamlessly integrate different modes of transportation. This includes public transit, ride-sharing, and micro-mobility options.

The future of urban mobility is likely to be shaped by these types of integrated, technology-driven solutions. Transit agencies that embrace MaaS are positioning themselves for success in a rapidly evolving landscape.

Insights from eToro’s Investor Presentation and $10 Billion Valuation Regarding Robinhood

eToro, an Israeli company providing stock trading services to consumers, is preparing to become publicly listed in the U.S. through a Special Purpose Acquisition Company (SPAC).

This development suggests a significant trend in how trading platforms are assessed financially.

Valuation Trends in the Trading Platform Sector

Currently, trading platforms are being evaluated with metrics comparable to those applied to highly profitable video game businesses.

This indicates a shift in perception regarding the revenue models and growth potential within the fintech space.

• High-Margin Business Model: The comparison to video games highlights the potential for substantial profit margins.
• User Engagement: Like successful games, trading platforms thrive on consistent user activity.
• Growth Potential: Both sectors demonstrate the capacity for rapid expansion and market dominance.

The $10 billion valuation assigned to eToro provides a benchmark for understanding the market capitalization of similar companies, including Robinhood.

It underscores the increasing investor confidence in the long-term viability and profitability of consumer-focused trading platforms.

Implications for Robinhood

eToro’s public listing and valuation offer valuable context when analyzing Robinhood’s financial standing and future prospects.

Investors are increasingly focused on key performance indicators such as user acquisition cost, average revenue per user, and customer retention rates.

These metrics are crucial for determining the sustainable growth potential of these platforms.

A Significant Disparity in Global Venture Funding

The imbalance in venture capital distribution worldwide is remarkably substantial. It was previously understood that founders in Africa faced challenges in securing funding compared to their counterparts in Europe or the U.S.

However, the extent of this disparity is considerably greater than anticipated. Dauda Barry, CEO of Adaplay Esports, reports that African startups have secured $500 million in funding through 2021.

Should this pattern persist, projections indicate that technology companies within the region will surpass the $1.4 billion raised in 2020. This represents a potential growth trajectory.

To illustrate the scale of the difference, Alex Wilhelm highlighted that Stripe’s recent funding exceeded the total reported for the entire African continent this year. This comparison underscores the funding gap.

Further investigation, utilizing data from Crunchbase and PitchBook, revealed a “staggering” pattern of VC activity in Africa over the preceding three months. Private equity funding was specifically excluded from these calculations.

Alex expresses surprise at the limited VC investment in Africa, characterizing the situation as a clear opportunity for investing arbitrage.

The Emerging Significance of Farmland as a Modern Asset Class

Marketplace startups are increasingly modernizing the farmland sector. These companies are facilitating capital raising for agricultural development initiatives.

This is leading to a transformation in how farm and forestland is both obtained and brought into productive use throughout the United States.

Private Equity and the Untapped Potential of U.S. Farmland

Although private equity firms have notably increased their investments in farmland, these investments remain comparatively small.

They are significantly less than the overall potential value present within the U.S. farm industry. This indicates substantial room for further capital infusion.

Consequently, considerable opportunities exist for investors seeking to allocate additional funds to this asset class.

Revolutionizing Agricultural Investment

The current landscape suggests a shift in how agricultural land is viewed. It’s transitioning from a traditional sector to a modern investment opportunity.

New platforms are streamlining the process of funding agricultural projects. This is making it easier for farmers to access the capital they need for growth and innovation.

Agricultural development is being accelerated through these innovative financial solutions.

The Future Trajectory of the NFT Market

While still in its nascent stages, the NFT market is rapidly evolving. Questions remain regarding its long-term direction and sustainability.

The recent surge in popularity of crypto art, despite perceptions of extravagance, possesses the potential to significantly benefit artists. This is particularly true for those originating from developing nations and marginalized communities.

Potential for Global Market Access

Previously restricted from participating in the international art scene, artists can now leverage NFTs to gain exposure and direct access to a worldwide audience.

This technology facilitates a more equitable distribution of opportunities within the art world.

Sustainability Beyond Current Trends

A critical consideration is whether the NFT market can maintain its momentum and transcend the current levels of excitement.

The ability to establish lasting value and utility will be key to its continued growth and acceptance.

Empowering Emerging Artists

• NFTs provide a new revenue stream for creators.
• They circumvent traditional gatekeepers in the art industry.
• Artists retain greater control over their work and its distribution.

These factors contribute to a more democratic and inclusive art ecosystem.

Ultimately, the future of NFTs hinges on their capacity to deliver tangible benefits and foster a sustainable ecosystem for both artists and collectors.

Olo Adjusts IPO Pricing, DigitalOcean Anticipates Potential $5 Billion Valuation

The upward revision of Olo’s initial public offering (IPO) range was largely anticipated. This adjustment reflects the company’s substantial revenue increase and consistent profitability.

However, assessing DigitalOcean’s projected valuation requires further analysis. Its growth strategy differs considerably from that of Olo.

Olo’s IPO and Market Response

Olo, a provider of online ordering solutions, has experienced significant expansion in recent periods. This growth is a key factor driving investor interest and the increased IPO price.

The company’s financial performance demonstrates a clear path to continued success, bolstering confidence among potential shareholders.

DigitalOcean’s Valuation Considerations

DigitalOcean is preparing for a potential public debut with an estimated valuation around $5 billion. This figure is based on current market conditions and the company’s projected future performance.

A detailed examination of DigitalOcean’s business model is crucial to understanding the basis for this valuation. Its focus on independent developers and small businesses sets it apart.

Key Differences in Growth Strategies

While both companies are experiencing growth, their approaches are distinct. Olo focuses on serving established restaurant chains, while DigitalOcean targets a different segment.

Understanding these differences is essential when comparing their respective valuations and potential for future success.

• Olo: Serves large restaurant enterprises with online ordering technology.
• DigitalOcean: Provides cloud infrastructure solutions for developers and small businesses.

The market is closely watching both IPOs as indicators of investor sentiment towards the technology sector. Both companies represent interesting opportunities within their respective niches.

Stripe’s Significant New Valuation and the Discrepancy in Value Between Public and Private Markets

A recent $600 million investment round has established Stripe’s value at $95 billion. This valuation places the payments and banking software provider close to the upper limit of estimates from November 2020.

Unfortunately, Stripe continues to be reserved regarding the disclosure of its growth figures. Despite this lack of transparency, The Exchange is pursuing a detailed analysis.

The current market conditions present a notable contrast between how companies are valued in private versus public settings.

Understanding the Valuation Dynamics

Stripe’s latest funding round highlights the ongoing debate surrounding valuation discrepancies. Public market valuations often reflect immediate profitability and shareholder returns, while private valuations can prioritize future growth potential.

This difference in focus can lead to a significant “value-capture gap,” where private companies are assessed at higher multiples than their publicly traded counterparts.

• Private valuations often incorporate optimistic growth projections.
• Public valuations are frequently influenced by short-term market sentiment.

The implications of this gap are substantial for both investors and companies considering an initial public offering (IPO).

Analyzing Stripe’s financial performance, even with limited data, is crucial for understanding these dynamics. The company’s position in the rapidly evolving fintech landscape warrants close scrutiny.

Further investigation into Stripe’s growth trajectory and market positioning is essential to fully grasp the implications of its $95 billion valuation.

The Exchange’s continued efforts to uncover more detailed metrics will provide valuable insights into this complex issue.

Strategies for Effective Fundraising: Insights from Julia Collins and Sarah Kunst

Julia Collins, a pioneering Black woman co-founder of a venture-backed unicorn company, and seasoned investor Sarah Kunst recently shared valuable guidance on building a successful fundraising process during an Extra Crunch Live session.

The Importance of Content Over Aesthetics

Sarah Kunst emphasized that while visually appealing materials are beneficial, prioritizing substance is paramount. Focus should remain on delivering clear and concise information to potential investors.

According to Kunst, time spent attempting to create a visually stunning pitch deck by those without design expertise is often unproductive. Efforts are better directed towards refining the core content.

She suggests a pragmatic approach: engaging a professional graphic designer for a quick polish of the deck. This investment, even a modest one, can significantly enhance comprehension and information retention for those reviewing the materials.

Investing in professional design ensures that the key information is presented in a manner that facilitates understanding, ultimately increasing the likelihood of a successful fundraising outcome.

Prioritizing a clear message and compelling data over elaborate visuals is a crucial takeaway for startups seeking funding.

Navigating Deep Tech: A Guide for Non-Technical Professionals

The recruitment procedures within the startup ecosystem are often unclear, making entry into the realm of deep tech particularly challenging for individuals without a technical background. This article provides actionable strategies for identifying, contacting, building rapport with, and ultimately securing employment at deep tech firms as a non-technical applicant.

Understanding the Challenges

Gaining a foothold in deep tech can appear intimidating for those lacking traditional engineering or scientific credentials. Many assume a technical skillset is a prerequisite, but this isn't always the case.

Identifying Deep Tech Companies

The first step involves pinpointing companies genuinely engaged in deep tech. These are organizations focused on substantial innovation, often rooted in advancements in fields like artificial intelligence, biotechnology, or advanced materials.

Tactics for Finding Opportunities

Several approaches can be employed to discover relevant opportunities:

• Industry Newsletters: Subscribe to publications covering emerging technologies.
• Venture Capital Firm Websites: Explore the portfolios of venture capital firms specializing in deep tech.
• Online Job Boards: Utilize platforms like LinkedIn and specialized job boards, filtering for relevant keywords.
• Networking Events: Attend industry conferences and meetups to connect with professionals in the field.

Reaching Out and Building Relationships

Direct outreach is crucial. Instead of solely applying through online portals, proactively connect with individuals working at target companies.

Crafting a Compelling Outreach Message

Your message should demonstrate genuine interest in the company's mission and highlight transferable skills. Focus on how your experience can contribute to their success, even without a technical background.

Highlighting Transferable Skills

Non-technical roles within deep tech companies are diverse. Communication, project management, marketing, and sales are all vital functions. Emphasize your proficiency in these areas.

Preparing for the Interview Process

Research the company thoroughly and be prepared to discuss your understanding of their technology, even at a high level. Demonstrate a willingness to learn and adapt.

Succeeding in a Non-Technical Role

Once employed, actively seek opportunities to learn about the underlying technology. Ask questions, attend internal presentations, and collaborate with technical colleagues. Continuous learning is key to long-term success.

Breaking into deep tech as a non-technical professional requires persistence, strategic networking, and a proactive approach. By focusing on transferable skills and demonstrating a genuine interest in the field, you can significantly increase your chances of landing a rewarding career in this exciting sector.