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Scaling Operations for Tech MNCs: Lessons Learned in Aligning Teams, Execution, and Growth

When a tech company pivots from services to product-led growth, operational chaos often follows. How do you align distributed teams, maintain quality, and keep people engaged at scale? Audra Palakodety, COO of Apoorva Corporation, shares hard-won lessons from the front lines. Moving beyond mere execution, she reveals how building a foundation of shared context, a disciplined framework like the D9 process, and a culture of genuine care can transform scaling from a reactive scramble into an intentional engine for sustainable growth. Discover why the most critical infrastructure for any scaling MNC isn't technical—it's human.

As technology companies grow, particularly those evolving from service-based models into product-led organizations, the complexity of operations increases in ways that are not always immediately visible.

Scaling is no longer simply a matter of adding headcount or expanding geographic reach; it requires disciplined alignment across people, processes, and platforms.

In multinational technology companies (MNCs), where teams are distributed across time zones, functions and cultures, the challenge becomes even more pronounced. I have learned that sustainable scale depends far more on clarity, discipline, and intention than on rapid execution alone.

In my role as Chief Operating Officer at the Apoorva Corporation, a technology company transitioning from an emphasis on custom software development into a product-focused SaaS organization, I have had the opportunity to observe what enables teams to scale effectively, and what causes well-intentioned efforts to falter.

Many of the most important lessons we have learned relate not only to systems and processes, but to how people are informed, supported, and aligned around shared outcomes.

Shared Context Is Foundational to Scale

One of the earliest and most impactful lessons I learned is that frontline development teams cannot be expected to deliver strong outcomes if they lack sufficient context.

In fast-moving environments, it is tempting to prioritize velocity by moving directly into execution. However, when teams do not fully understand the customer’s industry, operating model, or desired outcomes, that speed often results in misalignment, rework, and avoidable friction.

At Apoorva, we learned that taking the time to provide development teams with customer and industry background is not optional, it is foundational. When teams understand the environment in which a customer operates, the constraints they face, and what success truly looks like, they engage differently with the work. They ask better questions, make more informed decisions, and identify potential risks earlier in the lifecycle.

This shared understanding creates alignment not only between engineering and product, but across sales, customer success, and operations. Don’t skip the ‘Why?’. Over time, we found that investing in context up front consistently led to stronger outcomes downstream.

Aligning Teams Around Outcomes, Not Activities

Another lesson learned is that activity does not equal progress. As organizations scale, it becomes increasingly easy to measure outputs, features released, tickets closed, and deals signed, without fully evaluating whether those activities are driving meaningful results.

True operational alignment occurs when cross-functional teams are oriented around outcomes rather than tasks. At Apoorva, we worked intentionally to align delivery teams, sales leaders, and customer success managers around shared goals tied to customer success and long-term value. Development teams are not isolated from go-to-market realities; they understand how their work affects adoption, retention, and revenue growth.

Equally important has been maintaining continuous communication. We learned that alignment is not something that can be achieved through one-time strategy sessions or static documentation. Priorities shift, markets evolve, and customer needs change. Keeping teams consistently informed, especially in a distributed, multinational environment, has proven essential to maintaining trust, engagement, and execution quality.

Process Discipline Enabled by the D9 Framework

As our organization grew, we recognized the need for stronger operational discipline without introducing unnecessary complexity. This led to the creation of D9, our internal project management tool designed to support communication, transparency, and accountability across teams and customers.

D9 provides a centralized framework that connects our internal teams directly with our customers throughout the development lifecycle. More importantly, it reinforces a disciplined development process that we have refined over time:

  • D1 – Discover
  • D2 – Define
  • D3 – Decide (Defend or Defer)
  • D4 – Design
  • D5 – Develop
  • D6 – Demo
  • D7 – Debug
  • D8 – Document
  • D9 – Deploy

We have learned, sometimes through difficult experiences, that when we follow this framework deliberately, outcomes are consistently stronger. When we have rushed ahead or skipped steps in the interest of speed, we inevitably encountered challenges later in the cycle that could have been avoided. These experiences reinforced a critical lesson: structure does not slow teams down; it enables them to move faster with confidence.

D9 has become more than a tool, it is the foundation around which our development culture operates, reinforcing shared ownership, clarity, and accountability. Soon this tool will be available in the marketplace, inspired by direct feedback from our clients.

Continuous Improvement as a Prerequisite for Product Scale

Another lesson learned is that operational maturity is not static. As Apoorva prepared to create and distribute its own products, we realized that processes suitable for a service-based delivery model often do not scale effectively in a product environment. This required a deliberate shift toward repeatability, predictability, and quality. Essentially, we became our own client in this endeavor.

We adopted a mindset of continuous examination and improvement, regularly evaluating what was working, what was not, and where adjustments were needed. This discipline proved critical in preparing the organization for product development and go-to-market execution. Tools, processes, and frameworks were refined not for their own sake, but to better support teams and customers at scale.

Partnerships Built on Mutual Benefit

Strategic partnerships have played a meaningful role in Apoorva’s growth, and one of the most important lessons learned is that true partnerships must deliver mutual benefit. We view strategic partnerships as fundamental to our long-term success, guided by a simple philosophy: we can go further together.

Partnerships take many forms. In Dp cases, the value lies in a referral-based relationship built on trust and shared customer understanding. In others, partnerships involve deeper collaboration, whether through joint development efforts, shared innovation, or coordinated marketing initiatives. Regardless of structure, the defining factor is alignment around shared goals and outcomes.

We have learned that partnerships are most effective when expectations are clear, communication is open, and value flows in both directions, partnerships accelerate execution, expand reach, and strengthen go-to-market efforts.

When alignment is lacking, even well-intended partnerships can introduce unnecessary complexity.

Approaching partnerships with good intention and operational discipline has allowed us to scale more effectively while maintaining focus on quality and customer success.

Respect, Care, and the Human Side of Scale

Perhaps the most important lesson learned is that scaling is ultimately a human endeavor. Our teams consistently demonstrate extraordinary commitment, extended hours to meet deadlines, responding to critical issues, and supporting customers when it matters most. That level of dedication requires reciprocity.

At Apoorva, we are intentional about creating a nurturing environment where team members feel respected and supported. We provide support during personal and family emergencies, offer nourishing meals daily, and create opportunities for wellness through activities such as yoga. These practices are not peripheral; they are central to how we operate.

We have learned that a healthy environment produces a healthy workforce. When people feel cared for, they bring greater focus, creativity, and resilience to their work.

Conclusion: Scaling with Intention

Scaling operations in fast-paced technology environments requires more than rapid execution. Through experience, we have learned that clarity of context, disciplined processes, continuous communication, strong partnerships, and genuine care for people are what enable sustainable growth.

When teams understand the purpose behind their work, when frameworks guide execution, and when organizations invest equally in process and people, scale becomes intentional rather than reactive. These lessons continue to shape how we operate at Apoorva as we grow, build products, and deliver long-term value to customers, partners, and our teams.

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About Author
Audra Palakodety
Audra Palakodetyhttps://apoorva.com/
Audra Palakodety is the Chief Operating Officer at Apoorva Corporation, where she leads company-wide operational strategy, execution, and organizational alignment. Apoorva is a product-led technology company delivering SaaS solutions including SiteWare, an asset lifecycle management platform, as well as 8Drips and D9. In her role, Audra oversees cross-functional, multinational teams across delivery, sales, and customer success, while partnering closely with executive leadership to drive growth and customer outcomes. She is the architect of Apoorva’s P3 framework; Processes, Partnerships, and Profitability, designed to support scalable execution, operational discipline, and sustainable business performance.