Datadog: The ‘Observability’ Engine
ServiceNow’s genius was turning IT service management into a platform for all enterprise workflows. Datadog has a similar magic trick: it turns the chaos of modern cloud infrastructure into clear, actionable data. Founded in 2010, Datadog provides an “observability”
service that lets companies monitor their entire tech stack—from servers and databases to applications and user activity—in one unified platform. Like ServiceNow, Datadog operates on a land-and-expand model. A company might start by monitoring its infrastructure, but soon expands to application performance monitoring, log analysis, and even security. This creates incredibly high switching costs. Once a business relies on Datadog as its single source of truth for system health, ripping it out is almost unthinkable. It’s the B2B equivalent of becoming the central nervous system of an organization.
Snowflake: The Data Cloud Platform
While ServiceNow organizes workflows, Snowflake organizes data. Founded in 2012, Snowflake offers a cloud data platform that lets companies store, process, and analyze massive datasets without managing complex infrastructure. Its core innovation was separating data storage from computing power, allowing customers to scale each independently and pay only for what they use. This consumption-based model, a departure from traditional fixed licenses, made it accessible to startups and enterprises alike. Similar to how ServiceNow became the go-to platform for IT workflows before expanding, Snowflake established itself as the premier data warehouse before building out its “Data Cloud”—a network where companies can also share and purchase live data sets. It’s another example of a company providing the foundational “plumbing” that enables other businesses to operate more effectively in the digital age.
Atlassian: The Teamwork Architects
Atlassian, the Australian company behind Jira and Confluence, shares ServiceNow's focus on workflow but with a different go-to-market strategy. While ServiceNow often sells top-down to CIOs, Atlassian's tools spread organically from the bottom up. A single development team might start using Jira for project tracking, love it, and soon the entire engineering department is on board. From there, it expands into other departments, like IT service management with Jira Service Management. This product-led growth created a multi-billion dollar company with a famously small traditional sales team. Like ServiceNow, Atlassian solves collaboration and process problems. It provides a structured environment for teams to get work done, whether it’s building software, resolving support tickets, or managing projects—making it a crucial, sticky part of a company’s operational fabric.
Twilio: The Communications Layer
If ServiceNow provides the workflows and Datadog provides the visibility, Twilio provides the communication. Founded in 2008, Twilio offers a Communications Platform as a Service (CPaaS) that lets developers embed voice, text, video, and email into their own applications through simple APIs. Think of the text message from your Uber driver or the appointment reminder from your doctor; there’s a good chance Twilio is powering it. Much like ServiceNow abstracted away the complexity of enterprise workflows, Twilio hides the messy, fragmented world of global telecommunications behind a clean, developer-friendly interface. Its usage-based pricing model means businesses pay as they grow, making it easy to get started and difficult to leave as communication becomes integral to their product. It’s a classic “picks and shovels” play, providing an essential building block for the modern digital economy.
Veeva Systems: The Vertical Dominator
Veeva Systems is a masterclass in applying the ServiceNow model to a specific industry. Founded in 2007, Veeva provides cloud-based software exclusively for the life sciences sector. This industry is notoriously complex, with stringent regulatory and compliance requirements for everything from clinical trials to sales and marketing. Instead of offering a generic platform, Veeva built solutions tailored to these specific workflows, such as managing clinical data (Veeva Vault) and handling customer relationships (Veeva CRM). By becoming the expert in one high-stakes vertical, Veeva has created an incredibly deep moat. Its customers, which include the world's largest pharmaceutical companies, get a product that understands their unique needs out-of-the-box. This is the ServiceNow playbook executed with laser focus, proving that owning a niche can be just as powerful as serving the entire market.
