Serval's Catalyst AI builds IT workflows, not just tickets

A new approach to enterprise IT automation

Serval has launched Catalyst, a platform that fundamentally changes how enterprise IT operations handle internal support. Rather than accelerating existing ticket-based workflows, Catalyst generates the automations themselves by analyzing historical help desk patterns.

The platform, which debuted August 20, 2026, examines ticket history to identify repetitive issues, then drafts complete workflows, forms, access policies, and monitoring agents. These background processes continuously inspect connected systems and propose fixes before employees file support requests.

"Most AI agents today wait for an employee to ask a question or submit a ticket," said Jake Stauch, Serval's CEO. "We believe the future is AI that acts before an employee ever submits a request."

Technical architecture and early adoption

Catalyst generates readable TypeScript workflows rather than relying on low-code interfaces. All AI-generated automations stage as drafts requiring human review before deployment, maintaining enterprise security standards.

Beta customers demonstrated strong adoption: over 90% used Catalyst as their starting point for new automations. Ramp reported building workflows 50% faster and expanded Serval usage across approximately 10 teams spanning finance, legal, and business operations. Mercor scaled operations across seven teams while onboarding more than 4,000 external experts through the platform.

Direct competition with ServiceNow

Serval now competes head-on with ServiceNow, which reported $3.88 billion in subscription revenue for Q2 2026 and holds $1 billion in AI contract value. ServiceNow acquired Moveworks for $2.85 billion in December 2025 and launched its own Level 1 Service Desk AI Specialist for autonomous issue resolution.

The San Francisco startup has raised $127 million and reached a $1 billion valuation following a Sequoia-led Series B in late 2025. Serval claims less than 10% of AI products customers purchase from ServiceNow actually get deployed—a figure ServiceNow disputes. The incumbent maintains deep enterprise relationships with customers including Fox, Spotify, and Notion.

Why it matters

DataM Intelligence projects the enterprise AI agent market will grow from $6.65 billion in 2025 to $142 billion by 2035. This expansion creates space for competing philosophies: comprehensive platforms adding AI features versus AI-native tools rebuilding systems from scratch. The outcome will determine whether IT operations evolve incrementally or undergo architectural transformation—and whether enterprises prioritize integrated convenience or specialized efficiency.

These details were first reported by Forkast News.