How We Built a $3.6B Company in an Uncharted Industry

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Lessons from Building a $3.6 Billion Company in an Emerging Industry

Opinions expressed by Entrepreneur contributors are their own.

Key Takeaways

  • Balance experimentation with the reliability of your core offering, and establish a strong patenting system early on.
  • Build for compliance and perform know-your-customer checks from the get-go, and push the whole industry toward self-regulation.
  • Understand that fiscal discipline beats early funding. Being fiscally responsible allows you to raise funds only when you can do so on your own terms.

A few months ago, Oxylabs secured a $130 million investment from Warburg Pincus, catapulting its valuation to $3.6 billion — the highest ever recorded in the public web data sector, marking the company’s first outside capital injection after more than a decade of independent operation. This milestone is a testament to the company’s strategic vision and careful growth in a field that was once largely uncharted.

When Oxylabs launched in 2015, automated web data access was barely recognized as an independent industry, and the underlying technology was poorly understood. There was no established rulebook, no clear regulatory framework, and a lack of experienced executives to guide through complex challenges. Navigating this uncertain landscape required resilience and innovation at every turn.

Today, rapid technological advancement fosters continuous innovation, with many companies carving out unique niches. Drawing from Oxylabs’ journey, here are crucial lessons for entrepreneurs aiming to build category-defining companies in emerging, turbulent industries.

Balance Experimentation with the Reliability of the Core Offering

Success in a nascent industry demands a dual approach: bold, frequent experimentation paired with a rock-solid core product. Innovation involves testing many ideas, some of which will inevitably fail. However, this experimental freedom is only sustainable if the core offering remains consistently reliable and valuable.

Customers are generally forgiving of occasional missteps, especially when pioneering novel solutions. Yet, patience has limits—repeated breakdowns in workflows or data pipelines can quickly erode trust. Competitors willing to offer greater stability may capitalize on such vulnerabilities, underscoring the importance of maintaining an unshakeable foundation.

Establish a Strong Patenting System Early

Experimentation and innovation are cornerstones of claiming leadership in an emerging industry. Equally important is instituting a robust patenting system as early as possible. Beyond relying on brilliant engineers, engaging skilled legal counsel ensures that proprietary technologies are properly protected.

Intellectual property that may seem insignificant today can become invaluable as the industry matures and competitors recognize emerging opportunities. Furthermore, a proactive patent strategy compels teams to clearly define what aspects of their work are proprietary and defensible. This clarity not only informs product development but also helps preempt or mitigate future legal disputes.

Build for Compliance and KYC Before Anyone’s Checking

In the absence of clear regulatory oversight, it might be tempting to deprioritize compliance and due diligence. However, responsible companies that aim for long-term success must embed rigorous know-your-customer (KYC) procedures, use-case vetting, and data protection policies from the outset, even if it means slowing growth or turning down lucrative opportunities.

Building trust through compliance is a cumulative process that enhances credibility with investors and facilitates smooth due diligence. Additionally, in industries that face public skepticism or regulatory scrutiny, responsible conduct provides vital evidence to counteract prejudice. Proactive compliance is not just a legal shield but a strategic asset.

Push the Whole Industry Toward Self-Regulation

No company can indefinitely outpace its industry’s reputation. When unscrupulous actors shape perceptions among regulators, media, and the public, all honest businesses in the sector suffer. Responsible companies must collaborate to elevate industry standards by forming or joining associations that promote transparency, best practices, and certification.

For instance, the web data industry saw the creation of the Ethical Web Data Collection Initiative, a collective effort to build trust and credibility for the entire category. Investing in industry-wide integrity not only benefits individual companies but also fosters a healthier market environment.

Fiscal Discipline Beats Early Funding

Scaling a company at a sustainable pace requires financial discipline. Early capital injections can provide resources and momentum, but they may also impose burdens such as loss of control or misaligned growth expectations. Exercising fiscal responsibility allows companies to raise funds strategically, on their own terms.

Similarly, acquisitions should be driven by clear strategic objectives—such as expanding market presence or product offerings—rather than solely to attract investor attention. This approach ensures that growth is meaningful and sustainable, increasing long-term investor confidence.

Summing Up

Building a company in an uncharted industry is inherently challenging, with risks lurking at every corner and an uncertain path to success. However, being among the pioneers offers unique opportunities to shape the industry’s future and the standards by which it is judged. The foundational work invested today—balancing innovation with reliability, protecting intellectual property, embedding compliance, fostering self-regulation, and maintaining fiscal discipline—paves the way for enduring success.

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