Customer Intelligence

How to choose a customer intelligence platform

By
Joel Passen
October 24, 2022
5 min read

Despite customer intelligence still being an emerging field, there are already many incredible CI platforms that can help you get the most out of your data. Utilizing customer intelligence data will not only help improve your overall business strategy, but it’s also a powerful way to improve customer satisfaction and customer experience. 

Data on its own isn’t beneficial. What matters is understanding the customer journey of your users and analyzing data, customer feedback, and customer behavior to make better decisions.

But as with most things in business, not all customer intelligence platforms are created equal. Depending on your goals, the size of your company, and your budget, each platform has its own strengths and weaknesses.

Whether you’re already sold on the value of customer intelligence or looking for ways to take your business to the next level, this article will cover everything you need to know about choosing the right customer intelligence platform for your needs. 

Choose a customer intelligence platform that works well with your tech stack.

Businesses today, on average, use 37+ tools across their teams and departments. Every department has its “go-to” tools. Yet, keeping track of all that data collected by these tools can take time, and it only gets more challenging the more systems your business uses. With so many silos, it can be impossible to understand all your data in aggregate.

When choosing a customer intelligence platform, the platform you select must integrate deeply with the critical components of your current GTM tech stack.

For example, at Sturdy, many of our customers use Salesforce, so we began focusing on Salesforce integrations for our customers who rely on using the most popular CRM in the world. A customer intelligence platform can have flashy dashboards. Still, it will be challenging to realize game-changing value if it doesn’t pull the full payload from your CRM. 

At a minimum, buyers must choose a system that integrates directly into your CRM, email, and ticketing system. Be skeptical of CI tools that claim to integrate with hundreds of tools “out of the box.” Chances are these systems are using a third-party integration platform. While third-party integration platforms are great for some things, they can be limited when ingesting data from custom fields. And otherwise, they represent another failure point on the reliability daisy chain. 

Many CI platforms, such as our platform, Sturdy, become more valuable with more data they access. To that end, it’s essential to identify your largest customer feedback channels. For most of us, it’s likely email. Our research has shown that over 60% of B2B customer-to-business conversations are over email. This makes a tight integration with your email platform imperative. The right CI tools analyze email, and then and only then can they give you predictive customer intelligence data based on the bulk of your everyday customer interactions.

Pro tip: When considering customer intelligence platforms, integrations matter. Choose a system that has authorized integrations with your other vendors’ marketplaces. Avoid systems that rely on third-party integration platforms. And, if email isn’t a core integration, you’ll likely be missing the lion’s share of insights about your customer relationships. 

A secure, privacy-first customer intelligence platform

Let’s face it, there’s a consummate conflict of interest in businesses today. Business units must leverage data to turn raw information into actionable insights. On the other hand, InfoSec and privacy teams must ensure compliance with a myriad of regulations relating to collecting and using data, mainly when it contains PII.  

Personally identifiable information or PII is any information that permits an individual’s identity to be directly or indirectly inferred, including any information linked or linkable to that individual. But, if you collect someone’s name and email address, you are collecting PII. For this reason, you must choose a CI platform designed for the privacy-first era. Anything less is asking for trouble. Here are some tips to get started:

First, ensure your potential partner maintains an information security program certified by yearly SOC2 Type II audits. This protects the security, availability, confidentiality, integrity, and privacy of their services and your customer data.

Next, understand each provider’s approach to processing PII. Being SOC 2 Type II isn’t really about privacy. Otherwise, it’s essential to know if a vendor’s employees, consultants, or sub-processors have access to your customers’ PII. If they do, this is a problem. Look for a solution that offers a virtual data clean room. This way, you can ensure that data from different systems, including email, ticketing, and customer relationship management (CRM), is securely funneling into one spot. This data is encrypted and then anonymized, making it impossible for anyone in the data clean room to access PII. 

Choose a customer intelligence tool that gets buy-in across all your teams. 

There are very few teams in a SaaS business that don’t need more insights about customers. Customer intelligence is something your entire company should be involved in. Everyone in your organization will benefit from your chosen customer intelligence platform, from engineering to product to marketing. 

When choosing a CI platform, consider the following:

  • Insights for various teams: Customer Intelligence isn’t just for customer success teams. Product and engineering teams can immediately benefit from learning more about customer frustration, confusion, and wants directly from the voice of the customer. Marketing teams can transform positive insights into customer references. Rev Ops and the BI team can create new analytical frameworks from previously unavailable data.   

  • Fast time to value: Let’s face it, we’ve all bought platforms that were oversold, hard to implement, and even harder to administer. Look for solutions that can deliver insights to your specific use cases quickly. Understand the resources required to start receiving value and what resources are needed to maintain the program in the future. 

  • Tech stack: When choosing a customer intelligence platform, the platform you select must integrate deeply with the critical components of your current GTM tech stack. And don’t forget email. 60% of customer-to-business communications start with an email. 

  • Avoid duplicate functionality: CI platforms often have similar functionality to systems you already have, like customer success platforms and CRM systems. Look to compliment your existing system with rich data from a customer intelligence solution. 

  • Security: Does the platform have a clear and transparent take on data security? Ensure that any system you choose is SOC 2 Type II ready.

  • Data privacy: How does the platform handle data privacy? Is the vendor using anonymization, pseudonymization, and de-identification techniques?

Customer intelligence is not a magic bullet: Avoid platforms that make incredibly bold claims.

It’s essential to have realistic expectations when choosing a CI tool. Just as AI-driven content marketing can be helpful for copywriting and content marketing, it won’t do all the legwork for you.

This advice applies to customer intelligence platforms and any SaaS tool your business might use. Many “all in one” tools or “magic bullet” solutions claim they can do everything. But remember, the more the vendor tries to do, the more likely they, too, have “soft spots” where the technology isn’t good. 

At the end of the day, a customer intelligence solution should help you operationalize your practices and programs and get your entire organization enthusiastic about using insights to improve products, drive growth and expansion, and, ultimately, increase your NDR. Find solutions that demonstrate a clear path to value in the shortest time. These are the solutions that the C-suite can fund. 

Finally, customer intelligence is a hot topic. But it’s not exactly new. So with the tremendous growth in the CI world, some organizations have failed with products that don’t deliver value. The good news is that integrations, data sciences, and privacy tooling have all dramatically improved in the past 3-5 years. This has made products more powerful and easier to maintain.

Turn customer feedback into actionable insights. Get clear on your CI goals.

Customer intelligence tools continue to innovate incredibly quickly, but choosing a tool that serves your specific needs will make or break your experience. 

Perhaps you’re really focused on reducing churn. You may want a platform that streamlines your data points in one easy-to-read channel. Improving your customer experience is your number one goal. Increasing customer lifetime value, for example, is a common goal regarding competitive intelligence.

Of course, you’re almost certainly going to have multiple business goals. Still, it’s critical to have a clear idea of what you’re hoping the CI platform can help you accomplish from the start. Before you schedule a demo or request more information, have 2-3 specific goals in mind. 

Invest in both the now and the future with customer intelligence

There are significant gaps between what customers think about your products, the level of services you provide, and the execution of the journey you’ve outlined. The question is, “how seriously are you taking their feedback”? How closely are you listening to your customers? Churn doesn’t happen in a vacuum. It’s a culmination of feature requests, “how to” questions, executive changes, response lags, unhappy sentiment, and more. The right customer intelligence must deliver the insights to help teams create more enduring relationships with arguably the most significant cohort of humans outside your employees — your customers. 


While customer intelligence 2.0 is still in its infancy, businesses that utilize modern CI solutions effectively have a clear competitive advantage over those that do not. Nothing speaks louder than the voice of your customer. Today’s customer-obsessed teams make better decisions based on insights into the data customers generate for us with every conversation.

Interested in seeing around the corners? Learn where customer intelligence is going. Schedule a demo with Sturdy today.

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Software

STURDY.AI ANNOUNCES $6M SEED ROUND

Joel Passen
April 1, 2025
5 min read

Sturdy's Customer Intelligence Platform performs real-time revenue threat root cause analysis, and delivers cross-functional insights to the teams and systems to mitigate churn.

Portland, OR — April 1, 2025 — Sturdy.ai, a pioneer in AI-powered customer intelligence, today announced it has raised $6M in Series Seed funding. Voyager Capital led this round, with participation from Fortson VC as well as existing investor, Grotech Ventures. The funds will be used to deepen Sturdy’s AI capabilities, expand integrations with customer data silos, and grow its go-to-market and engineering teams.

Modern Teams Need Actionable Intelligence to Protect and Grow Revenue

With customer expectations higher than ever and retention under pressure, the need for proactive, AI-driven revenue insights has never been more urgent. According to industry data, reducing churn by just 5% can increase profits by up to 95%. Enterprises have spent millions on building silos of applications to get closer to their customers and create active communication channels in the hope of mitigating churn risk early. Yet, this has failed to provide the proactive warning signals required. Sturdy closes the gap by seeing across these silos for a unified view of customer communication.

“We’re creating an AI-first intelligent interface for all things customer. This allows Sturdy to provide an almost magical understanding of every customer interaction across every data silo,” said Steve Hazelton, CEO and co-founder of Sturdy.ai. “This funding enables us to move faster to empower teams to stay ahead of risk and unlock new revenue opportunities.”

Investors Bet Big on AI-Powered Revenue Threat Detection

The funding round attracted a strong syndicate of investors aligned on Sturdy’s vision for a more innovative, AI-native approach to revenue intelligence. Voyager Capital, known for backing category-defining SaaS platforms, led the round, with General Partner Diane Fraiman joining Sturdy's board.

“Sturdy is tackling one of the most urgent and overlooked problems in enterprise software—how to extract proactive insights from the flood of daily customer interactions,” said Diane Fraiman, Managing Director of Voyager Capital. “Retention has become a critical topic in boardrooms. We believe that every business will have a system of intelligence in the next 3 years. Sturdy’s platform is positioned to become essential infrastructure for any company serious about protecting and growing revenues while truly putting their customers first.”

“Sturdy is one of the most powerful and immediate applications of AI and natural language processing we’ve seen,” said Thomas O’Keefe, CEO of Solo LLC. “At both Solo and previously at Syntrio, it has delivered instant value—surfacing proactive, actionable customer insights and driving measurable improvements in retention.”

About Voyager

Voyager Capital is a leading West Coast early-stage venture firm, providing entrepreneurs with the resources, experience, and connections to build successful companies for today’s modern economy. Voyager invests primarily in B2B technology companies, including AI-driven business solutions, software-driven hardware, sustainable agriculture, and supply chain. The firm's domain expertise, go-to-market, and team-building resources are proven to help build market leaders. Voyager Capital has over $550 million under management with offices and resources in Seattle, Portland, Vancouver, and Calgary. 

About Fortson VC

Fortson VC is a seed-stage venture firm based in the Pacific Northwest, built for exceptionally rare founders who are pushing the boundaries of what’s possible.  Led by Cole Younger, Fortson brings over two decades of early-stage investing experience and a disciplined approach grounded in authenticity, grit, and courage.  While driven by curiosity, our primary focus is B2B software and the technological frontier around it—the infrastructure, intelligence, and automation shaping the future of how businesses create value.

About Grotech Ventures

Founded in 1984, Grotech Ventures is a leading early investor in high-potential technology companies. Grotech seeks innovative, early-stage investments across the technology landscape and continues to invest and add value throughout the life cycle of each portfolio company. The firm has a strong combination of financial backing, industry relationships, and deep domain and operational expertise to accelerate growth. With more than $1.0 billion in committed capital, Grotech supports early-stage companies through investments starting as small as $500,000. For more information, visit http://www.grotech.com.

About Sturdy

Founded in 2020, Sturdy is an AI-forward autonomous Customer Intelligence platform that proactively identifies churn risks across all customer-facing silos. Sturdy analyzes unstructured customer interactions—emails, calls, support tickets, chats, and more—discovering revenue threats, pinpointing root causes, and delivering cross-functional insights in real time. Sturdy has analyzed billions of customer interactions, giving it one of the largest proprietary datasets in the category and enabling its models to surface insights faster and more accurately than competitors. At a time when customer retention is a top priority for every business, Sturdy turns the noise of customer conversations into a strategic advantage.

For more information, visit www.sturdy.ai or reach out to Joel Passen at joel@sturdy.ai

Integrations

Product Update! Sturdy now integrates with Jira

Joel Passen
March 10, 2025
5 min read

We’re making it easier than ever to turn customer feedback into action while saving businesses hundreds of thousands of dollars per year. With Sturdy’s new Jira Connect, any AI-powered Signal in Sturdy can be automatically logged in Jira—helping teams capture, prioritize, and resolve issues faster than ever.

Sturdy for Jira is a Game Changer

Every team needs to know more about their customers. 

Turn customer feedback into valuable Jira content automatically. Sturdy’s AI accurately detects feature requests, bug reports, and other critical product feedback. Customizable agents then deliver this context-rich intelligence to a configurable staging area in Jira with all relevant user and account details, such as segment, ARR, and more. The content is objectively summarized automatically. From there, assigning it to an epic, task, sprint, or release is just one click.

Productivity Gains that Move the Needle

Businesses are unknowingly spending hundreds of thousands of dollars per year on something as simple as manually logging Jira issues. A single customer-facing rep wastes nearly 87 hours annually on repetitive data entry—scaling up to a staggering $354,200 per year for a team of 100 reps. By integrating Sturdy’s AI-driven automation, businesses can reclaim thousands of hours, improve productivity, and reinvest those savings into growth and innovation—all while ensuring more accurate, real-time data flows into Jira effortlessly.

Align product teams with customer reality.

By centralizing AI-powered insights in Jira, Sturdy ensures that product and engineering teams get a complete, objective picture of what’s working, what’s broken, and what needs to be built—without relying on anecdotal feedback. Customer-reported issues appear in Jira moments after they happen, ensuring your product and engineering teams stay ahead of emerging trends and critical bugs—without the lag of traditional reporting.

Effortless setup, immediate impact.

Sturdy’s turnkey integration takes minutes to configure. Once connected, your team gains instant access to context-rich, structured feedback—helping you make faster, data-driven decisions that improve customer satisfaction.

Want to get started? Click the 'Schedule Demo' button at the top of the page.

Integrations

Product Update! Sturdy Now Analyzes Customer Slack Channels

Joel Passen
March 3, 2025
5 min read

We’re making it easier than ever for teams to tap into the power of customer conversations. With this integration, Sturdy’s AI-driven insights—trained to spot key behaviors and trends unique to your business—are now right where your team works. That means more proactive decisions, better collaboration, and a serious productivity boost.

Here’s how Sturdy works with Slack.

  • Get the right insights, right in Slack. Sturdy delivers AI-powered Signals where your team already works, flagging risks, expansion opportunities, and other key moments in real-time. No more digging through conversations—just actionable insights when you need them.

  • Stay on top of every conversation. If your team works asynchronously in Slack channels, it’s easy for important feedback to get lost. Sturdy keeps you ahead by surfacing critical insights before they slip through the cracks.

  • Act fast, not after the fact. Whether it’s a service risk, a feature request, or a potential upsell, Sturdy helps teams spot and respond to what matters—without disrupting their workflow.

Seamless sync with your tools. Sturdy doesn’t just stop at Slack. Insights discovered in customer Slack channels automatically flow into Jira, CSPs, CRMs, and other systems, ensuring the right teams get the right info—without extra work.

How many customers will you have to lose before you try Sturdy?

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