While the end of the year it just around the corner I’ve been reflecting on one of my favorite conversations to have with leaders: the Customer Experience Tech Stack.

It’s been a hot topic in 2025 with the multiple LMS acquisitions and organizations looking to rename, rehome, and recreate existing categories. But it doesn’t stop at Customer Education. The Customer Experience tech stack is a larger conversation involving many more departments than you think.

I've seen it happen more times than I can count: a company invests in best-in-class tools for education, community, marketing automation, and support—only to create a fragmented experience that frustrates customers and exhausts teams.

The problem isn't the tools. It's that we've been solving for function instead of orchestration.

Here's what a typical customer experience tech stack looks like in many organizations:

Education: Learning management system (LMS) or academy platform with its own user database, analytics, and authentication

Community: Forum or Slack workspace managed separately, often with different login credentials

Marketing: Email automation, CRM, and product adoption tools sending messages based on their own logic

Support: Help desk and knowledge base operating independently

Product: In-app guidance and onboarding managed by product team

Each function has its champion. Each tool has its dashboard. And the customer? They're navigating five different experiences, often with five different logins, receiving conflicting messages, and wondering why your company can't seem to talk to itself.

When I talk about integration, I'm not just talking about technical APIs and data flows—though those matter. I'm talking about three layers:

Data Integration: Customer actions in one system inform experiences in others. When someone completes a certification course, does your community platform acknowledge it? Does your marketing automation know to stop sending "get started" emails?

Experience Integration: The handoffs between systems feel intentional, not accidental. If a customer clicks through from a community discussion to a learning resource, do they have to log in again? Does the learning platform know what question brought them there?

Strategic Integration: The tools serve a unified customer journey, not competing departmental goals. Education, community, and marketing aren't running parallel tracks—they're orchestrating a coherent experience.

Most organizations nail the first layer (eventually), manage the second layer (with effort), and completely miss the third layer (because it requires organizational alignment, not just technical integration).

Working with B2B SaaS companies I see a path forward to build their customer experience stack around integration rather than best-of-breed tools.

Here’s what it looks like to go from fragmented to crafted:

The Starting Point: Separate LMS, community platform, marketing automation, and product analytics. Customer data lived in six places. Teams spend 40% of their time on manual workarounds to connect systems.

The Rebuild: Invest in modern customer education platform that could handle both learning content and community features, integrated deeply with their CRM and product analytics, and could trigger marketing automation based on learning behaviors.

The Trade-offs: Give up some advanced community features and some sophisticated LMS reporting. The individual tools are not "best in class" for their specific function.

The Outcome:

But here's what really mattered: customers stopped experiencing the company as a collection of disconnected departments. They experienced one coherent journey.

If you're evaluating your customer experience tech stack, here are the questions that matter:

Before you evaluate any platform, map the actual customer journey you want to create. Where does education naturally connect to community? When should marketing automation hand off to human support? What data from the product should inform the learning experience?

Most organizations do this backward—they select tools and then try to force a customer journey onto them.

Can a customer access education, community, support resources, and account information with a single login? If not, you're creating friction at every touchpoint. Single sign-on isn't a nice-to-have—it's table stakes for integration.

List every point where a customer moves from one part of your tech stack to another. Community discussion to help article. Email campaign to learning content. Product notification to certification program.

Now evaluate each handoff:

Every break in context is a moment where customers question whether you understand their needs.

When a customer takes a significant action in one system, which other systems should know about it? And more importantly: what should change because of that knowledge?

If someone completes a technical certification, that should potentially affect:

If that data stays trapped in your LMS, you're not integrated—you're just connected.

Ok yes we are going to get to the team structure piece. It’s uncomfortable so let’s take a deep breath and work through it. Your tech stack will never be more integrated than your team structure.

If education, community, and marketing report to different executives with different goals, no amount of API integration will create a coherent customer experience. The tools will reflect the organizational silos.

Integration requires shared ownership of customer outcomes, not just shared Slack channels.

The classic tech stack decision framework doesn't quite work for customer experience.

In reality, you have three real options:

The Platform Approach: Choose one comprehensive platform that handles multiple functions. You'll sacrifice some depth of features for the sake of integration.

Best for: Organizations that value operational efficiency and coherent experience over best-in-class functionality for each component.

The Composable Approach: Select specialized tools for each function and invest heavily in integration infrastructure. You'll get powerful individual capabilities at the cost of integration complexity.

Best for: Larger organizations with technical resources to build and maintain integration layers, or those with unique requirements that generic platforms can't meet.

The Hybrid Approach: Use a platform for core integrated functions (like education + community) and integrate specialized tools for specific needs (like advanced marketing automation or product analytics).

Best for: Most mid-sized B2B companies that need both integration and specific advanced capabilities.

What doesn't work: trying to integrate four different "best of breed" platforms and expecting your small team to maintain that integration layer while also creating great customer experiences.

I talk to customer education leaders who spend 30-40% of their time on system administration, data exports, manual workflows, and coordination between platforms. That's 12-16 hours per week not spent on strategy, content creation, or customer interaction.

But the customer bears the real cost. They experience:

Every integration gap compounds. The customer eventually stops engaging with any of it.

If you're reading this and feeling overwhelmed by the gap between your current stack and what I'm describing, here's where to start:

Map Before You Move: Document your actual customer journey and identify the three most painful integration gaps. Don't try to fix everything—focus on the breaks that hurt most.

Calculate the Hidden Costs: Add up the time your team spends on manual workarounds, data exports, system administration, and coordination. That's your integration tax. Present it alongside any tool evaluation.

Find Your Integration Champion: This work needs an owner who sits above any single function. It can't be the education team's project or the marketing team's project—it's a customer experience project.

Start with Authentication: If you can't get single sign-on across your core customer-facing systems, you're not ready for deeper integration. Solve login first.

Measure Customer Friction, Not System Uptime: The best integration metrics aren't technical—they're behavioral. Time to first value. Drop-off rates between systems. Support tickets about "can't find" or "how do I."

The shift from siloed tools to integrated customer experience isn't primarily technical. It's strategic.

It requires asking "what does the customer need next?" instead of "what does this tool do?"

It requires designing journeys before selecting platforms.

It requires shared ownership of outcomes across teams.

And it requires accepting that the perfect specialized tool for each function might be less valuable than the coherent integrated experience across functions.

Your customer doesn't care about your org chart. They don't care which team owns which platform. They care about whether you make it easy to learn, connect, and succeed.

The question isn't whether your tech stack is sophisticated. It's whether it's orchestrated.

Learning by Design is written by Courtney Sembler. Courtney currently helps companies build scalable customer education programs. After spending over a decade scaling HubSpot Academy globally, she now explores the systems, strategies, and realities of workplace learning, leadership, and customer experience—the kind that drives retention, adoption, and revenue by design, not by accident. Published twice weekly with monthly deep dives. Connect with her on LinkedIn and subscribe to Learning by Design.