Author: Rachel Bruce

You Can’t Scale What You Can’t Explain

Posted on May 26, 2026 by Rachel Bruce - Company News, Quote-to-Cash, Revenue Operations

You Can’t Scale What You Can’t Explain

A Q&A with Jen Larco, Product Manager at Continuous

A conversation for finance, RevOps, and systems leaders on quote-to-cash transformation, cross-functional operations, and what it actually takes to connect the front office to the back office.

TL;DR

Jen Larco joins Continuous as Product Manager with deep experience across Sales Operations, Finance, and IT
Her background spans Salesforce CPQ, Salesforce Billing, BigMachines, , Oracle ERP, RevPro, and complex end-to-end quote-to-cash architecture
Her core belief: if you can explain your revenue model clearly, you can operationalize it. If you can’t explain it, you never will
She’s spent her career translating between business teams and technical teams. Now she’s translating customer pain into product
On complex revenue models: complexity is fine. Exotic is not. Know the difference

Jen Larco joins Continuous as Product Manager bringing over two decades of experience sitting at the intersection of Sales Operations, Finance, and IT, including years at UKG focused on Salesforce CPQ, Salesforce Billing, ERP integrations, and large-scale quote-to-cash initiatives. She has a mug that says “requirements” with a smiley face and “solutions” with a frown on it. It tracks

You’ve worked across Sales Operations, Finance, and IT throughout your career. How has that shaped the way you think about quote-to-cash?

Honestly, I probably wouldn’t even understand what quote-to-cash was if I hadn’t worked in all three. Sales Ops gave me direct exposure to the go-to-market motion. Finance taught me how businesses manage their financials and stay compliant. And IT, historically, IT’s job has been to connect those two worlds. That’s where the quote-to-cash perspective comes from.

If I’d only worked in one area, I’d have a sales perspective or a finance perspective. Working across all three taught me that what you’re really doing is translating GTM intent into financially valid transactions. That’s quote-to-cash. The parts make up the whole.

A lot of your recent experience at UKG focused on CPQ, Salesforce Billing, and complex downstream integrations. What were you solving most often?

The number one challenge, no matter what we were doing, was implementing integrated end-to-end solutions. Whether it was a new product introduction, where you need to price it, quote it, order it, bill it, and recognize it, or automating a ramp deal with multiple usage tiers, the hard part was always making sure it worked end-to-end across every function. Not just one piece.

A lot of organizations can solve one part of the process. But if Sales can quote something that Finance can’t properly bill or recognize, the whole thing breaks down. It’s a great first step if you can quote. If you can’t translate what you quoted into bookings, billable amounts or revenue, you can’t manage your business.

You’ve worked with Oracle ERP, RevPro, Microsoft Dynamics, Salesforce, and more. Where do quote-to-cash processes tend to break down as companies grow?

I have a mug on my desk that says “Requirements” with a smiley face and “Solutions” with a frown that some dear friends (and savvy stakeholders) gave to me. That’s the answer.

The number one challenge across all of those systems is getting stakeholders to define clear business requirements before trying to automate anything. If you jump straight to automation without a well-defined process and a clear outcome, you’ll spin in circles.

And it’s not just about one part of the process. Cross-functional alignment is just as critical. You can solve the quoting problem perfectly and still fail if Finance isn’t part of the conversation from the start. The spinning just moves to a different room.

What attracted you to Continuous?

A couple of things.

The first is the people. I was a customer of John Banks years ago as an early adopter in the Salesforce CPQ and Billing space while he was head of product at Salesforce. The way that John and his team worked back then was something I always aspired to. I’d get on a call with them and they could speak to my business problem, translate it into their technology, and then translate it back to me in terms that actually made sense. The team at Continuous not only possesses that translation ability but also an immense amount of the Quote to Cash industry expertise. I wanted to be on the team that has seen it all and is passionate about working in this challenging space (these people get me!).The second is what Continuous actually does. The company understands that quote-to-cash isn’t an integration mapping problem. There’s a much bigger translation happening between GTM strategy and financial execution. And after being here only a short time, I’ve already had moments where I thought, I wish we had brought Continuous in to solve some of the challenges we were dealing with at my last company. That’s exciting. It means we’re solving problems I’ve personally lived through. Finally, after providing references to dozens of Salesforce prospects and customers over the last several years, it was table stakes for me to move to a company that maintains a Salesforce partnership.

Tell me about your role as Product Manager at Continuous.

I’ve always thought of myself as a translator. Previously that meant translating between business teams and technical teams. Now it means translating what customers are experiencing, what their problems are, where the gaps are in the current technology, into products and capabilities that actually solve them.

I want to understand the full end-to-end Continuous stack, not just one piece of it. My brain doesn’t work well if I don’t know where things start, where they end, and everything in between. Success looks like working with customers, understanding how their problems evolve over time, and making sure what we build simplifies complexity instead of adding more of it.

Why is fixing quote-to-cash becoming more urgent for modern businesses?

A few reasons.

AI is the obvious one. Everybody is looking for agents to come in and automate everything. But if you’re talking about quote-to-cash, GTM and finance business processes, you can deploy all the agents you want. If there isn’t a solid, connected foundation underneath them, you’re just automating chaos faster. AI on top of bad process is an even worse process .

Beyond AI, it’s about growth. Companies are adding products, acquiring other companies, introducing new go-to-market motions. The more you do that without a connected front office and back office, the longer everything takes. At some point it doesn’t just slow you down. It stops you from moving ahead at all.

What advice would you give companies trying to modernize their revenue models without overcomplicating them?

Early in my career I was in a CPQ webinar where someone introduced the concept of exotic pricing models. The message was simple: do not introduce them.

That stuck with me. And over the years I’ve taken it further. It’s not just about pricing. It’s about quoting, billing, recognition, modifications in term after the initial sale or at renewal, and how you explain the model to everyone involved. The problem isn’t complexity. Since my early days, I’ve certainly seen the introduction of more complex models that make excellent business sense and the introduction of technology to manage them. Exotic models are non-standard and fragile, because they break outside of the conditions they were designed for.

Here’s the test I use. If you can explain your revenue model(s) clearly, in plain language, to any person in any role at your company, you can operationalize it. You can automate it. You can scale it. If you can’t explain it, you’ll never get there. The system isn’t what’s stopping you. The clarity is.

I have had Sales Executives tell me the same thing. Give me a box. Help me understand levers that I can pull and levers that I can’t. Standardization helps Sales close deals faster instead of restructuring a new deal for every prospect. It helps Finance execute. And it helps IT build something that actually holds up as the business grows.

Complex and standardized is something you can build on. Complex and impossible to explain is something you’ll be rebuilding forever.

Outside of work, what do you enjoy?

I’m a very proud mom of a teenage son who just finished his freshman year of college.. My favorite pastime is watching him play baseball. Now that he’s In college I have a bit more time to find things to do on my own. The answer lately has been tennis, I recently joined my first USTA league. I also love to travel with my family and friends whenever I can.

Jen’s cross-functional perspective and deep operational experience bring a rare combination to Continuous, someone who has lived on every side of the quote-to-cash problem and spent her career figuring out how to connect them. As she puts it: if you can explain it clearly, you can scale it. If you can’t explain it, you never will.

Making NetSuite Work for Modern Finance Teams: A Q&A with Caitlin Swofford

Posted on February 2, 2026 by Rachel Bruce - Company News

Continuous Insights_ Quote-to-Cash conversation with Caitlin Swofford, VP of Solution Delivery

Rachel Bruce

A Q&A for finance and RevOps leaders on delivery, embedded revenue infrastructure, and how to fix quote-to-cash in NetSuite without adding risk or new systems.

TL;DR
- Quote-to-cash breaks when finance teams are forced to manage complexity across disconnected systems.
- Adding another billing or monetization platform increases delivery risk instead of reducing it.
- Embedded revenue infrastructure keeps Salesforce and NetSuite aligned without spreadsheets or manual handoffs.
- Continuous helps finance teams support modern pricing models while maintaining control, auditability, and trust in the numbers.

Continuous is scaling its NetSuite presence and strengthening delivery to match. Caitlin Swofford, VP of Solution Delivery at Continuous, brings deep experience spanning NetSuite administration, Salesforce, enterprise applications, consulting, and engineering leadership.

Her focus is simple. Help finance teams make quote-to-cash work as pricing models grow more complex, without adding more systems, risk, or spreadsheet-driven workarounds.

We sat down with Caitlin to talk about what drew her to Continuous, how she approaches delivery as a strategic lever, and what it really takes to make NetSuite work for modern finance teams.

You’ve had a unique path into NetSuite. What led you here?

I didn’t start in finance or ERP. I started in marketing operations and marketing technologies, working with tools like Marketo, Eloqua, and even Siebel CRM early on. My first exposure to NetSuite came in a high-growth environment, and the more I saw it, the more intrigued I became. It was powerful, configurable, and deeply connected to how the business actually runs.

When an opportunity opened up to step into a NetSuite administrator role, I jumped at it. From there, I expanded into owning broader enterprise applications, including NetSuite and Salesforce, with a strong focus on compliance, change management, SDLC, and segregation of duties. Later, I shifted into consulting and services, partnering directly with customers to implement and optimize NetSuite in real-world environments.

That mix of being both a system owner and a services partner really shapes how I think about delivery today.

What made Continuous the right next step?

Two things stood out to me. The people and the product.

Culture matters a lot to me, especially as a remote worker. I want to feel like I’m part of a team moving in the same direction and building something meaningful. Continuous gave me that feeling from day one.

The product mission was equally compelling. I’ve seen how often quote-to-cash becomes a bottleneck as pricing models evolve. What stood out is that Continuous is not about adding another system. It is about improving how the systems finance teams already rely on work together.

How do you explain Continuous Revenue Fabric to finance leaders dealing with complexity across Salesforce and NetSuite?

I think of Revenue Fabric as something that embeds into your existing tools and helps them work together the way they were meant to.

If sales is quoting in Salesforce and finance is managing orders, billing, and revenue in NetSuite, those systems often don’t speak the same language, especially with usage-based or hybrid pricing. Continuous Revenue Fabric enables that flow end to end so sales can stay in Salesforce, finance can stay in NetSuite, and the handoffs actually work without forcing teams into a third standalone system.

Why does embedded revenue infrastructure matter from a delivery perspective?

From a delivery standpoint, the biggest risk I see is introducing more complexity in the name of solving complexity.

Standalone billing platforms often introduce a separate operating layer with their own logic, workflows, and reconciliation processes. Even when data syncs back to Salesforce or NetSuite, teams still end up managing pricing rules, billing behavior, and exceptions outside the systems they rely on day to day. That fragmentation is where delivery risk shows up.

Embedded infrastructure keeps the flow where it belongs, between the systems finance and sales already trust. That leads to cleaner implementations, fewer points of failure, and more confidence in the numbers downstream.

Where do you most often see misalignment between sales and finance?

Sales and finance are working on the same deal, but with very different objectives. Sales needs speed and flexibility to support the customer and close the deal. Finance needs clean, auditable data they can rely on to bill, recognize revenue, and close the books.

Misalignment shows up when processes force extra work. Fields that exist just because, manual handoffs, or one-off steps that don’t reflect how the business actually sells. The fix is treating quote-to-cash as one continuous motion so both teams get what they need without unnecessary workarounds.

As VP of Solution Delivery, what are you focused on building right now?

My focus is on helping customers be successful with Continuous, not just at go-live, but over the long term.

That means partnering closely with customers to understand how they actually use NetSuite and Salesforce, making sure implementations reduce risk instead of adding it, and helping teams build a foundation they can scale as their business evolves. Success looks like trust in the system and confidence in the data.

What excites you most about the opportunity ahead for Continuous?

There are so many companies running on NetSuite and Salesforce that still struggle to make quote-to-cash work smoothly, and that complexity is only increasing.

Continuous has a real opportunity to help finance teams simplify that reality through cleaner handoffs, less manual work, and a more connected view of revenue. Helping customers build that foundation and grow on top of it is what excites me most.

Finally, outside of work, what’s something people would be surprised to learn about you?

I recently became certified as a Maine Master Naturalist, a ten-month program focused on nature education. I volunteer with a wildlife rehabilitation center, and my areas of focus are birds and mammal tracking. It’s what I spend a lot of my nights and weekends doing.

As Continuous continues to grow in the NetSuite ecosystem, Caitlin is helping shape how the company shows up for finance teams that need more than another system. Her focus is clear. Make NetSuite work the way modern finance teams need it to work. Reduce risk in delivery. Simplify quote-to-cash. And build a foundation that supports scale as revenue models evolve.

It’s a delivery-first approach grounded in real-world experience, and one that reflects Continuous’ broader commitment to helping finance teams move from managing complexity to driving confidence and growth.

Connect with Caitlin on LinkedIn.

How Continuous Scales Without Slowing Down: A Q&A with Ruslan Saliei

Posted on January 27, 2026 by Rachel Bruce - Company News

Continuous Insights_ Quote-to-Cash conversation with Ruslan Saliei, Director of Program Management

Rachel Bruce

A Q&A for product, delivery, and operations leaders on how Continuous builds operating discipline, predictable delivery, and scalable execution as the company grows.

TL;DR
- Continuous is deliberately building internal delivery rails that keep product development and customer delivery work moving in sync. - Strong program management improves visibility, prioritization, and time to production as complexity increases. - Customers experience this as faster execution, clearer communication, and predictable delivery—even as Continuous scales.

____________________________________________________________________________

Scaling a company is not just about what you build. It’s about how you build it.

As Continuous grows, building strong operating rhythms behind the scenes becomes just as important as the products delivered to customers. That is where Ruslan Saliei, Continuous’ Director of Program Management, comes in.

Ruslan has built his career at the intersection of technical delivery, program management, and operational leadership. From leading scaled Agile teams in a high-growth e-commerce environment across Southeast Asia to running a revenue-driving delivery practice at a B2B commerce integration firm, he has repeatedly helped teams move faster with more clarity and less chaos.

At Continuous, Ruslan is focused on building the internal operating rails that help product and delivery move in sync, improve visibility and prioritization, and ultimately shorten the path from idea to production.

We sat down with Ruslan to talk about his background, what drew him to Continuous, and how strong program management translates into a better customer experience.

Tell us about your background. How did you build your career across program management, product, and technical delivery?

I’ve worked in IT management since graduating from university. I have a master’s degree in computer science, and early on I thought I would become a software engineer. I quickly realized that while I understand technology, my real strength is working with people and systems — building teams and improving how work gets done.

I started my career in ad agencies in Ukraine, delivering full-cycle work for large brands. That experience gave me a strong foundation in how businesses operate and how cross-functional teams collaborate. From there, I moved to Southeast Asia to join Lazada, part of Alibaba Group, which was building an Amazon-like platform for the region.

At Lazada, I led an engineering and QA organization of more than 100 people responsible for the web experience. Operating at that scale required strong delivery practices and operating models, especially with many dependent teams moving in parallel.

Later, I joined Zaelab, a B2B commerce integration firm, where I progressed from delivery management into portfolio leadership and eventually led the company’s largest revenue-driving practice. That experience reinforced a core belief of mine: high performance and predictable delivery don’t happen by accident — they’re built through intentional operating discipline.

What brought you to Continuous, and why was now the right time?

I’d previously worked with Jon Pora, now Vice President of Professional Services at Continuous, and as the company entered a new phase of growth, it was clear there was an opportunity for my background in scaled delivery and operating cadence to add value.

I was looking for a new challenge. I missed the energy of building in a startup environment, where you are inventing ways of operating, not just following an established playbook. Continuous has that energy. It is a growing company, a new domain for me, and the team quality really stood out.

People are a huge value metric for me. When the company is full of great people aiming for success, I want to be part of that.

What is your role as Director of Program Management, and what will you focus on first?

My main focus is improving time to production and strengthening the internal operational processes that help teams deliver consistently.

Continuous is moving fast, and my job is to make sure our operating cadence keeps pace so teams stay aligned and delivery stays predictable. That means creating clearer operating patterns and reusable flows, so teams have more alignment, less distraction, and clearer execution.

I will be working across product and customer projects, because much of what I do is internal operations, and improvements there benefit both. My role is not primarily client-facing. It is about being the glue internally so teams collaborate more effectively and delivery becomes more consistent.

I will also be working closely with the professional services organization to improve how product and delivery move together as we scale.

How does better program management translate into a better customer experience?

Improving visibility, traceability, and predictability across delivery translates directly into customer value.

When teams have a clearer view of requirements, priorities, and progress, customers experience more reliable timelines, clearer communication, and fewer surprises. Stronger operating rhythms allow us to plan, forecast, and manage change more effectively, which shortens the path from idea to production.

It also reduces the day-to-day burden on delivery teams by removing unnecessary manual work and ambiguity, allowing them to stay focused on execution. The result is a smoother delivery experience.

Where do you see the biggest opportunities to improve how Continuous scales product development and delivery at the same time?

One big opportunity is building clearer criteria and flows for how work created for a customer becomes part of the core product.

As we grow, we need a more transparent and scalable approach so decision-making stays consistent even as the volume of work increases.

Another priority is strengthening how we prioritize work across product investment and customer-driven initiatives so engineering has one clear operating cadence and teams spend less time context switching.

You’re based in Spain. How does that shape the way you support a global team?

Being based in Europe gives me a strong perspective on how global teams collaborate. I naturally sit between regions, which helps with continuity and communication across teams working in different time zones.

More importantly, it reinforces my focus on fundamentals. Regardless of geography, strong operating rhythms, clear processes, and good communication are what allow teams to move quickly and stay aligned.

What are you most excited about in this next chapter at Continuous?

I’m excited about growth and about learning a new domain. I have touched CPQ in previous work, and I see how important flexibility is becoming for companies. I also find modern billing models interesting, because so many companies want to be more flexible in how they package and price what they sell.

Most of all, I’m excited about the people. I’ve met strong individuals and personalities across the company, and that makes me want to commit fully and focus on making the team’s work easier and more effective.

Outside of work, what’s something people would be surprised to learn about you?

I do motorcycle racing on superbikes. I’m also a certified rescue scuba diver. I do photography, play beach volleyball, and I’ve traveled to more than 50 countries. I spent several years living in Southeast Asia, including Thailand and Vietnam, and I still love that part of the world.

As Continuous grows, the difference between moving fast and scaling well is execution. Ruslan’s focus is on strengthening the operating discipline, cadence, and cross-team collaboration that allow product and delivery to keep pace with customer demand.

It’s the kind of intentional rigor that customers feel in the outcomes: faster time to production, clearer communication, and more predictable delivery, all built on a foundation that scales with the business.

Quote-to-Cash Conversations: Navigating CPQ EOS + What Comes Next

Posted on January 14, 2026 by Rachel Bruce - Quote-to-Cash

Rachel Bruce

A recap for RevOps, Sales Ops, Finance, and Product leaders on CPQ end of sale, ARM readiness, and how to plan next steps without disrupting revenue.

TL;DR
- Salesforce CPQ end of sale does not require immediate migration, but it does require intentional planning. CPQ remains supported, giving teams a meaningful window to prepare.
- There is no direct upgrade path from CPQ to ARM. Revenue Cloud Advanced is a reimplementation with a different architecture, fewer guardrails, and greater operational responsibility.
- Most organizations succeed by modernizing in phases, extending CPQ where it makes sense while avoiding disruption to quoting, billing, and revenue workflows.
- Fragmenting quote-to-cash systems to “test” usage or consumption pricing often creates long-term reconciliation, reporting, and data integrity issues.
- Teams that plan now gain flexibility later, moving faster and with less risk when change becomes necessary.

In early 2025, Salesforce announced that CPQ would be end-of-sale. The news immediately raised questions across RevOps, Sales, and Product teams about what comes next.

As many companies approach the end of the fiscal year, that question still looms large. Budgets are being set. Roadmaps are being finalized. And for many teams, the refrain remains the same: What now?

To explore what CPQ EOS really means in practice, and how revenue teams should be thinking about next steps, John Banks, CEO and Founder of Continuous, sat down with John Garvens, Salesforce Revenue Cloud expert and Principal Architect at Garvens Consulting, for a live Quote-to-Cash Conversations discussion moderated by Rachel Bruce, VP of Marketing at Continuous.

Rather than fueling alarm, the conversation surfaced a more grounded reality. CPQ end-of-sale is not a cliff. It’s a runway. CPQ is still supported, the lights are not turning off tomorrow, and most teams have more time than they think. What has changed is the urgency to plan with intention.

Modern revenue models are putting new pressure on legacy quote-to-cash architectures. Hybrid pricing, credits, commitments, and usage-based monetization are no longer edge cases. They are rapidly becoming the default. If your business wants to experiment, launch, or scale those models, the real question is not simply what product comes next, but whether your quote-to-cash foundation is ready for where revenue is headed.

Quote to Cash Conversations with John Banks and John Garvens

▶ Watch the full recording

What follows is a curated recap of the most relevant insights from the conversation, focused on the choices revenue teams are weighing and what those choices mean in practice.

CPQ EOS is not a crisis, but it is a forcing function

End-of-sale does not mean end-of-life. CPQ is not disappearing overnight. The real risk is letting uncertainty turn into inertia, then finding yourself forced into a rushed decision later.

This period is best used as a planning window. It’s a chance to understand what actually lives inside your Salesforce org, how much of your revenue process relies on custom workarounds, and where friction has quietly turned into tech debt. Even teams that plan to stay on CPQ for several more years benefit from doing this work now, because preparation creates options.

Most companies are choosing one of three paths

While every environment is different, most teams navigating CPQ EOS tend to fall into one of three scenarios.

1. Stay on CPQ for now.
Some teams will remain on CPQ for a period of time because budget, bandwidth, or organizational readiness make a near-term change unrealistic.

2. Start fresh in a contained scope.
Others will implement newer tooling for a new product line, a new business unit, or a recent acquisition. This allows progress without disrupting the broader organization.

3. Take a phased bridge approach.
Many teams will modernize incrementally, keeping the business running while gradually transitioning their quote-to-cash architecture.

The important distinction is that moving from CPQ to Revenue Cloud Advanced is not an upgrade. It’s a reimplementation with a different operating model, fewer guardrails, and a much higher premium on process clarity and architectural discipline. Treating it like a lift-and-shift is where teams tend to get into trouble.

Fragmentation is the fastest path to future pain

One of the strongest warnings that emerged from the conversation was around fragmentation. When teams try to test consumption or usage-based pricing by bolting on a separate billing system “just for a pilot,” the complexity rarely stays contained.

Over time, those experiments often create a second customer record, a second product catalog, and a second transaction engine. Reconciliation becomes manual. Reporting becomes unreliable. The quote-to-cash model slowly loses coherence.

If the goal is to introduce credits, commitments, usage, or hybrid pricing, the safer long-term approach is to extend what you already have without breaking the integrity of your architecture. That means protecting a single customer view, a single source of product truth, and clean lifecycle management even as monetization evolves.

The bridge matters because revenue cannot stop

A useful analogy surfaced during the discussion. Moving from CPQ to ARM requires a merge lane. Most companies cannot pause quoting, selling, amending, and invoicing while they rebuild their revenue stack. Continuity is not optional.

A phased transition allows teams to modernize transactionally, reduce risk, and avoid a single high-stakes cutover. When done well, migration becomes a controlled progression rather than a disruptive reset.

ARM success depends on people as much as product

While there is real excitement around ARM, the conversation was candid about where implementations can stall. The platform is evolving quickly, which creates opportunity but also risk for enterprise teams that need stability and governance.

Projects tend to struggle when teams build against the product’s intent, compensating with custom workarounds that become permanent. Over time, those decisions compound complexity instead of reducing it.

The implication for RevOps and Product leaders is clear. Domain expertise matters. Successful teams have experienced quote-to-cash practitioners in the room who understand not just what is possible, but what should be avoided. Being able to push back on requirements is often as important as delivering them.

A realistic planning window for CPQ EOS transitions

For many organizations, a six- to twelve-month preparation window is realistic, especially once remediation, catalog cleanup, process clarity, and cross-functional alignment are factored in. That time is not about delay. It’s about laying the groundwork that prevents expensive mistakes later.

Measured planning now leads to faster, more predictable outcomes when change does happen.

Final Thought

CPQ EOS does not demand immediate action, but it does reward intentional planning. Teams that use this period to clarify their processes, clean up their architecture, and modernize thoughtfully will have far more flexibility when the next decision arrives.

Want to go deeper?

Watch the full Quote-to-Cash Conversations recording to hear the complete discussion on CPQ EOS, ARM readiness, and modern revenue models, including real-world examples and audience Q&A.
Not sure what CPQ EOS means for your quote-to-cash architecture?
Take the Salesforce CPQ EOS Assessment to understand your current state, evaluate your options, and identify the safest next steps based on your revenue model, quote-to-cash architecture, and timeline.

Whether you’re planning to extend CPQ, phase into Revenue Cloud Advanced, or explore alternatives, the right path starts with clarity.

▶ Watch the full recording
🧭 Take the CPQ EOS Assessment

CPQ EOS: Common Questions Revenue Leaders Are Asking

Do we need to replace Salesforce CPQ now that it’s end-of-sale?
No. End-of-sale means CPQ is no longer sold to new customers—not that it stops working. Existing customers will continue to receive support, giving teams time to plan instead of reacting under pressure.

Is moving from CPQ to ARM an upgrade?
No. ARM introduces a different operating model with fewer guardrails and greater architectural responsibility. Treating it as a lift-and-shift often leads to delays, rework, and avoidable complexity.

What happens if we wait too long to plan for CPQ EOS?
Teams that delay planning often face rushed decisions, fragmented architectures, and higher implementation risk once timelines compress. Early planning creates options—even if the decision is to stay on CPQ longer.

Can we experiment with usage or consumption pricing without breaking our architecture?
Yes—but only if experimentation happens within a unified quote-to-cash model. Adding separate billing or usage tools for pilots frequently leads to duplicate data, manual reconciliation, and reporting gaps.

How long should teams plan for a CPQ EOS transition?
For most organizations, six to twelve months of preparation is realistic. That time includes catalog cleanup, process alignment, cross-functional readiness, and architectural planning—not just implementation.

About Continuous

Continuous helps companies modernize and future-proof their quote-to-cash process directly inside Salesforce and NetSuite. By embedding pricing, usage, and credit models into the platforms teams already use, Continuous eliminates the need for another system, portal, or integration layer.

With Continuous, Sales can quote and close faster, Finance gains confidence in forecasts and compliance, and Product can launch new pricing and packaging strategies without bottlenecks.

Scaling Smarter: A Q&A with Owen Karlsson on Joining Continuous

Posted on January 12, 2026 by Rachel Bruce - Company News

Continuous Insights_Quote-to-Cash Conversation with Owen Karlsson, SVP NetSuite Solution Management

Rachel Bruce

A Q&A for finance, RevOps, and systems leaders on Owen Karlsson joining Continuous, scaling NetSuite revenue operations, and fixing quote-to-cash across Salesforce and NetSuite.

TL;DR
Owen Karlsson joins Continuous as SVP of NetSuite Solution Management.
- He brings deep NetSuite and ARM expertise, including leading ASC 606 conversions.
- His focus is scaling revenue operations and connecting Salesforce and NetSuite.
- Continuous aims to close the gap between sales creativity and finance execution.

____________________________________________________________________________

Owen Karlsson, Senior Vice President of NetSuite Solution Management, joins Continuous with more than a decade in the NetSuite ecosystem, spanning operations, professional services leadership, and hands-on revenue management. He was the first person globally certified on NetSuite Advanced Revenue Management (ARM) and has led dozens of revenue conversion and optimization projects for software companies.

At Continuous, he will help advance the company’s mission to fix quote-to-cash in Salesforce and NetSuite, bridging two of the most critical systems in modern revenue operations.

What does your new role at Continuous entail, and where will you focus first?

The title is Senior Vice President, NetSuite Solution Management. In the short term, I’m bringing a group of NetSuite customers I’ve supported for years into the Continuous family and making their transition smooth: same responsiveness, same results.

From there, I’ll focus on three things. First, building strong NetSuite relationships, navigating Oracle’s partner ecosystem and keeping efforts aligned. Second, supporting sales and credibility by joining customer conversations where deep finance knowledge helps move things forward. And third, shaping product direction, especially around revenue management.

We’re solving business-critical problems today and expanding the number we can solve tomorrow, and that’s how you scale impact.

Give us the quick version of your path into NetSuite.

I first got to know NetSuite at Rapid7 in 2012, where it ran both CRM and ERP in a complex, heavily customized setup. I started as a user, moved into an admin role, and was there when the company went public. Later I joined Zone & Co as one of the first hires. We grew from a small services firm into a product-led company after customers asked us to tackle usage and variable billing. I led professional services, operations, and later built out the knowledge and training side of the business. That experience taught me that the best users are the ones who can self-educate, and if you don’t build for that, you’ll never have power users.

Most recently I founded OK Consulting, and through ongoing work with Avalara, I met John Banks and the Continuous team.

Fun fact: I was the first person globally certified on NetSuite Advanced Revenue Management (ARM) and led around 50 ASC 606 revenue conversion projects, mostly for software companies.

How does your experience scaling operations and leading professional services inform how you’ll approach this new role?

At Zone, I helped grow the services organization and then built a team to implement a new billing product while keeping traditional NetSuite projects healthy. Later, as Chief Knowledge Officer, I focused on customer enablement, building a public knowledge base and training program so people could solve problems faster.

That mix of delivery discipline, enablement, and scalable processes is how I’ll operate here. The goal is always the same: build solutions that scale as fast as the business does.

What attracted you to Continuous and this next chapter in your career?

Honestly, it was John Banks and the team. I wasn’t looking to make a move, but the way John talked about the company, the culture, and the opportunity really stood out.

Continuous brings together deep Salesforce and NetSuite expertise. It felt like a natural fit, a team that thinks big, moves fast, and loves building. Salesforce and NetSuite are the two giants of the cloud, and Continuous sits right between them. Fixing quote-to-cash across those systems isn’t just the goal, it’s the mission.

Continuous’ mission is to fix quote-to-cash in Salesforce and NetSuite. Why is this challenge so important right now, and what makes Continuous uniquely positioned to solve it?

Sales creativity always outpaces systems. Every few years, there’s a new sales motion like subscriptions, usage, credits, or consumption, and sales can start selling it long before finance can operationalize it. That gap is where the friction lives. The companies that win are the ones whose systems evolve just as fast as their go-to-market.

Continuous was built to close that gap, to fix quote-to-cash in Salesforce and NetSuite so companies can sell however they want without breaking the back office. We already handle prepaid and credit models really well, and we’re expanding into more complex revenue motions without adding unnecessary complexity. The more flexible we make quote-to-cash, the more confidently our customers can grow.

You’ve worked across every phase of the NetSuite lifecycle. What are the biggest opportunities for improvement you see in how companies manage finance and revenue today?

Most companies still have too many disconnected processes between sales and finance. Every manual step, rekeying data, duplicating orders, or reconciling invoices, adds friction and limits scale. The big opportunity is to build connected, auditable systems that keep up with how the business actually sells. When that happens, revenue operations stop reacting and start driving growth.

AI is reshaping every step of quote-to-cash, from forecasting and pricing to billing and revenue recognition. Where do you see the biggest potential for automation and intelligence to create real business value?

The biggest shift will come from AI-driven consumption models, where credits or usage for AI features become billable SKUs. That changes how companies price, forecast, and even pay commissions. I’m optimistic about AI as a productivity multiplier, but cautious about unchecked automation in finance. The key is systems that support new pricing models safely, accelerating innovation without sacrificing accuracy.

Finally, when you’re not thinking about finance and optimization, how do you like to spend your time?

Sports, golf, family, and my dog. I’m a lifelong New York sports fan, Yankees, Giants, Knicks, Rangers, and a proud uncle to five nieces and nephews. That’s my favorite title, honestly.

Owen’s deep NetSuite experience, operational discipline, and product vision strengthen Continuous’ mission to fix quote-to-cash in Salesforce and NetSuite, helping companies scale revenue operations with confidence.

As he puts it, sales creativity always outpaces systems, and Continuous exists to close that gap.

Quote-to-Cash in NetSuite, a Q&A with Adnan Patel

Posted on January 8, 2026 by Rachel Bruce - Company News

Continuous Insights_Quote-to-Cash Conversation with Adnan Patel, General Manager

Rachel Bruce

A Q&A for finance, RevOps, and systems leaders on simplifying quote-to-cash in NetSuite, embedding revenue infrastructure, and making finance a true growth partner.

TL;DR
- Quote-to-cash breaks when sales and finance operate on disconnected systems.
- NetSuite customers need a single, connected view of revenue, not more tools.
- Embedded revenue infrastructure handles complex subscriptions, usage, and consumption without replicating data.
- When revenue stays connected, finance moves from cleanup to strategic growth.

Continuous is entering its next phase of growth in the NetSuite ecosystem, and leading that charge is Adnan Patel, General Manager of the NetSuite business. With years of experience helping companies modernize financial operations and connect NetSuite to the broader revenue lifecycle, Adnan brings both deep technical expertise and a practical vision for what’s next. As pricing models evolve and intelligent systems reshape how sales and finance work together, he is focused on helping NetSuite customers simplify quote-to-cash, fix what’s broken, and make finance a true growth partner.

We sat down with him to talk about what drew him to Continuous, how the company is simplifying revenue infrastructure and outcomes for clients, and what’s ahead for Continuous’ NetSuite business.

Can you share a bit about your experience in the NetSuite ecosystem and what drew you to this space originally?

My background has always been rooted in helping companies use technology to solve complex business problems. Early in my career, I worked with enterprise CRM systems like Siebel, helping global organizations drive success with their implementations. Over time, I realized that many companies, especially outside the Fortune 500, needed the same caliber of expertise but with solutions that better fit their size and speed (faster). That’s what led me to NetSuite. I was drawn to its promise of “one system, no limits,” a platform that unifies CRM, ERP, and financials in a single application. That vision of end-to-end connection is what first brought me in, and it’s what has kept me engaged in this ecosystem ever since. Most recently, I led the global NetSuite practice at Crowe, where I was responsible for building and scaling a 100-person team delivering NetSuite implementations and revenue operations services for multinational companies.

What made joining Continuous the right next step for you, and how do you define your role as General Manager?

For me, Continuous represents the next evolution of what companies like ours have been trying to solve for years: the friction between CRM and ERP, between how companies sell and how they account for that revenue. Having implemented countless quote-to-cash processes using Salesforce and NetSuite, I’ve seen firsthand how complex billing and revenue models slow down transformation. Continuous’ approach, which simplifies that complexity while keeping data connected and consistent, made immediate sense to me as both a technologist and consultant. As General Manager, my role is to expand our NetSuite business, build strategic partnerships, and ensure that every customer and partner in the ecosystem understands the value Continuous brings. It’s about driving awareness, scale, and consistency in how companies adopt this new model of connected revenue operations.

How do you describe Continuous to someone new to the brand?

I describe Continuous as the engine that powers sales growth and modern revenue operations. It’s built to handle the hardest part of quote-to-cash – the complex math behind subscriptions, usage, and consumption billing – so companies don’t have to. Rather than trying to replace CRM or ERP systems, Continuous strengthens them. It reads the contract data and usage activity, performs the complex and high-volume calculations, and passes the rated charges to NetSuite or Salesforce for billing and revenue recognition. It’s simple in concept but powerful in impact because it lets companies sell however they want without breaking their systems or creating new silos.

From your perspective, what makes Continuous different from other players in the Salesforce and NetSuite space?

Continuous takes an approach we call Embedded Revenue Infrastructure, and what we mean by that is an engine that operates within your existing systems to do the complex work of processing billing data and revenue calculation. Unlike stand alone billing tools that replicate data or sit outside your core architecture, Continuous embeds directly into your CRM and ERP environment. It’s headless, API-first, and designed to scale. That means it can calculate at volume, support any mix of pricing or monetization models, and pass clean, auditable data back to NetSuite for invoicing and revenue recognition. It’s a new kind of infrastructure, lightweight but deeply embedded, that gives companies both flexibility and control.

The NetSuite market is evolving quickly. What changes are you seeing in how customers approach revenue operations?

Customers are getting much more strategic about monetization. For years, the challenge was shifting to subscription or usage-based models. Now the focus is on operationalizing those models effectively and efficiently, whether that’s within the systems they already rely on or through a hybrid of new and existing tools. Success today comes from creating a single, connected view of revenue that aligns sales and finance without forcing teams to change how they work. That’s where Continuous really shines.

Continuous talks a lot about “fixing quote-to-cash” and making finance strategic. What does that mean to you in the context of the NetSuite business?

Fixing quote-to-cash means eliminating the gaps that create friction between how a company sells and how it books and recognizes revenue. For finance teams, that’s about more than automation—it’s about visibility. When the sales and billing data stay connected, finance no longer has to manually reconcile spreadsheets or patch over disconnected systems. They can see, in real time, which pricing models are performing, what’s driving margin, and where to optimize. That’s what makes finance truly strategic. It moves from reporting results to shaping them.

What types of customers or challenges are you most eager to take on?

We’re focused on helping growth-minded companies, those that are either expanding globally, introducing new billing models, or looking to bring order to complex revenue streams. That includes high-tech, SaaS, and services companies, but also industries like wholesale distribution and manufacturing that are embracing recurring or consumption-based pricing. Anywhere there’s complexity in how revenue is earned, billed, or recognized, Continuous adds clarity.

You’re coming in at a time of significant momentum. What are your top priorities in your first few months leading the NetSuite business?

My first priority is awareness. The NetSuite ecosystem is full of strong partners and customers who need exactly what Continuous offers, they just may not know who to turn to yet. Once that awareness builds, everything else follows: market penetration, partnerships, and customer growth. I’m also focused on building a world-class partner network that shares our approach to thoughtful, customer-first delivery. Whether a company works with our professional services team or one of our partners, they should have the same consistent experience: a smooth implementation, faster time to value, and long-term scalability.

For companies looking to modernize their revenue stack, where should they start? What advice would you give to finance or RevOps leaders who are feeling the pain of disconnected systems?

Start with strategy, not software. Too often, companies jump straight to buying tools without clearly defining their monetization strategy – how they want to charge, what models their customers expect, and what data needs to flow across the process. Quote-to-cash is one continuous motion, not a set of disconnected steps. Once you understand your pricing and revenue strategy, then you can determine the right systems and structure to support it. That’s where Continuous helps bridge the gap.

Looking ahead, what excites you most about the next 12 months for Continuous and the customers you’ll serve?

I’m excited about where the market is heading. AI-driven services and hybrid pricing models are pushing companies to think differently about how they sell and monetize their offerings. That creates enormous opportunity but also complexity. Continuous is uniquely positioned to help companies manage that complexity in a scalable, intelligent way. And beyond technology, what excites me most is the chance to work with a team that helped define this space—people who saw the problems firsthand and built something better.

Finally, tell us something personal. What do you do for fun outside of work?

I love to cook and travel, and I’m a big basketball fan. My kids all played growing up, so that became a big part of our lives. I also like to build things, whether that’s software tools, Legos, or even advising other startups focused on solving some really interesting problems. There’s something satisfying about taking something complex, working through it piece by piece, and seeing it come to life, which honestly isn’t that different from what we do at Continuous.

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As Continuous moves into its next chapter of growth, Adnan is helping shape what that story looks like for NetSuite customers. His focus is clear: simplify complexity, empower finance, and bring sales and finance together around a single, connected view of revenue. It’s a vision that mirrors Continuous itself, practical, forward-looking, and built to help companies fix quote-to-cash and grow smarter with every evolution of their business.