ServiceTitan Titan Intelligence is a suite of AI and analytics modules embedded across the ServiceTitan field-service platform that provides predictive dispatch and job-value optimization, marketing attribution and revenue-recovery workflows, operational benchmarking and pricing insights, generative assistance, and fleet safety risk detection.
Published May 16, 2026
ServiceTitan’s Titan Intelligence materials list planned items (for example, automated invoice capture, automated proposal templates, assistants, GPS-enabled timesheets). These roadmap items should be treated as not yet available until confirmed in release notes and contract terms.
Recurring drivers of churn include:
Trustpilot and BBB entries tend to include unfiltered complaints that often focus on billing disputes, contract and cancellation friction, and onboarding issues. These sources typically skew negative because consumers are more likely to post when dissatisfied; however, the overlap of themes across platforms (pricing pressure, support responsiveness, onboarding complexity) increases the credibility of these concerns.
Common reasons cited across review sources include:
Case studies frequently assume:
Organizations with limited internal resources or immature data processes may not realize the same outcomes reported in vendor case studies.
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Download full report →Because Titan Intelligence is generally not reviewed as a standalone product, most feedback pertains to ServiceTitan as a platform, with indirect relevance to TI features.
G2 (ServiceTitan reviews)
Gartner Peer Insights (ServiceTitan Field Service Management)
TrustRadius (ServiceTitan reviews)
Recent threads (late Feb–early Mar 2026) include reports of reliability incidents:
ServiceTitan’s Titan Intelligence and related product pages report outcomes such as:
Critical evaluation and methodology gaps:
ServiceTitan Titan Intelligence (TI) is ServiceTitan’s umbrella designation for AI and analytics capabilities embedded across the ServiceTitan platform for trade contractors (HVAC, plumbing, electrical, etc.). TI is not typically sold as a standalone SKU but is delivered as a set of feature modules that provide:
ServiceTitan markets TI as a set of AI capabilities for trade contractors, using aggregated insights from ServiceTitan’s end-to-end dataset and the customer account data to automate tasks and support decision-making.