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Key ingredients for building scalable sales engines

By Tess

Jun 12, 2026 · Updated Jun 05, 2026

6 min read

Key ingredients for building scalable sales engines

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The rise of AI has sparked endless debates about the future of sales. Will SDRs and BDRs disappear? Will technology replace human interaction? And what does it actually take to build a sales organization that can scale from a few million in ARR to hundreds of millions? In a recent episode of The Nobel Podcast, we sat down with Richard Schenzel, founder of Atscale and former sales leader at companies including Criteo and Tenable. Today, Richard helps SaaS companies, investors, and private equity firms evaluate and scale commercial organizations through sales excellence programs, go-to-market strategy, and commercial due diligence. The conversation uncovered valuable lessons on leadership, hiring, sales scalability, AI, and what separates high-growth companies from those that struggle to break through their next growth stage.

Watch the video below:

Why Human-to-Human Sales Will Still Matter in the AI Era

One of the most provocative questions discussed during the episode was whether AI will eventually replace BDRs. Richard’s answer was clear: it depends on how companies define the role. If a BDR’s job consists purely of sending emails, making cold calls, and running outreach sequences, AI will undoubtedly automate a significant portion of that work. But if the role is centered around building relationships, creating trust, and starting meaningful business conversations, human interaction remains irreplaceable. According to Richard, companies should stop thinking about replacing people and start rethinking how sales development teams create value. The future belongs to sales professionals who can build genuine connections, understand business challenges, and engage buyers on a human level.

What Investors Look for When Evaluating Sales Organizations

Through Atscale’s commercial due diligence practice, Richard works closely with venture capital and private equity firms before they invest in growing SaaS businesses. While financial metrics often receive the most attention, investors increasingly want to understand whether a company’s commercial engine can scale. The question isn’t simply whether a company is growing today. The real question is whether its systems, people, processes, and technology can support future growth. Richard explained that many companies initially grow through individual effort and entrepreneurial energy. Over time, however, growth becomes difficult without structure. Successful organizations build repeatable processes, clear accountability, effective onboarding, and strong cross-functional alignment between sales, marketing, customer success, and revenue operations. The companies that scale successfully are rarely the ones with the most salespeople. They are the ones with the strongest foundations.

The Biggest Mistake Companies Make Between €5M and €30M ARR

One recurring challenge Richard sees in growth-stage companies is organizational silos. Marketing hits its lead-generation targets. Sales focuses on closing deals. Customer Success works hard to retain customers. Yet nobody is fully aligned around the same ideal customer profile. The result is predictable. Marketing generates leads that sales doesn’t want. Sales signs customers that aren’t a great fit. Customer Success inherits accounts that are difficult to retain. Richard believes alignment around the ideal customer profile should never belong to a single department. It should be a company-wide initiative involving leadership, sales, marketing, customer success, and even product teams. Companies that solve this alignment challenge early create significantly more efficient growth engines.

Why Great Sales Reps Don’t Automatically Become Great Leaders

One of the most valuable insights from the episode focused on the transition from individual contributor to sales manager. Many startups promote their best-performing sales rep into leadership without providing the training needed to succeed in the role. While the promotion is often well-intentioned, it can create challenges for both the individual and the company. According to Richard, leadership requires an entirely different skill set. Top sales reps excel at execution. Leaders must translate strategy into tactics, coach multiple people, manage performance, navigate difficult conversations, and guide teams through uncertainty. The most successful first-time managers invest heavily in developing leadership capabilities rather than relying solely on the sales skills that made them successful as individual contributors. Perhaps most importantly, Richard emphasized that leaders must find their own leadership style. Authenticity builds trust. Copying someone else’s management approach rarely works long term.

The Hiring Framework Used by Top Sales Organizations

When discussing sales excellence, Richard highlighted hiring as one of the most critical leadership responsibilities. Drawing from his experience scaling teams, he uses a framework built around four core pillars: role alignment, intellectual horsepower, ownership, and cultural add. The first pillar focuses on whether someone can actually perform the role. The second evaluates curiosity, learning ability, and problem-solving capacity. The third examines accountability and ownership. The final pillar looks at how a candidate strengthens the existing team rather than simply fitting into it. This final point is particularly important. Many managers unintentionally hire people who resemble themselves. While cultural fit matters, Richard argues that companies should actively identify gaps in their teams and hire people who bring complementary strengths. A balanced team almost always outperforms a team filled with identical personalities and skill sets.

Why More AI Tools Won’t Fix a Broken Sales Process

AI dominated much of the conversation, but Richard offered a refreshingly practical perspective. While new AI sales tools are emerging at an incredible pace, he cautioned companies against blindly adding more technology to already fragmented processes. In his experience, most organizations are not suffering from a lack of tooling. They are struggling to maximize the tools they already have. Before investing in additional AI solutions, companies should ensure their CRM, workflows, data quality, and reporting structures are functioning properly. Otherwise, AI simply accelerates existing inefficiencies. Technology should support a strong process, not compensate for the absence of one.

The Sales Tool Every Growth Company Should Consider

If there is one category of sales technology Richard strongly recommends, it is conversation intelligence platforms such as Gong and similar call-recording solutions. These tools provide unprecedented visibility into customer conversations, objections, messaging effectiveness, and sales execution. For sales leaders, they create coaching opportunities at scale. For marketing teams, they provide direct access to customer language and market feedback. For revenue organizations as a whole, they create a continuous feedback loop that helps improve positioning, messaging, and performance. Rather than relying on assumptions, companies can make decisions based on hundreds or even thousands of real customer interactions.

Final Thoughts

Throughout the conversation, one message stood out above all others: sustainable growth comes from strong fundamentals. Whether it’s building a scalable sales engine, developing future leaders, implementing AI, or hiring top talent, success rarely comes from shortcuts. It comes from creating repeatable systems, investing in people, and continuously refining the processes that drive performance. As AI reshapes the sales landscape, companies that combine technology with strong leadership, clear processes, and genuine human connection will be the ones best positioned for long-term success.

Follow Richard Schenzel on LinkedIn.

Listen to this episode on Spotify.