We model customer experiences as structured data and prevent repeat demand — replacing legacy metrics with behavioral intelligence, delivered by Forward Deployed Engineers who embed in your operation.
Demand prevention and repeat contact elimination across enterprise clients
Experiential forecasting at 15-minute intervals — repeat demand signals included
CPx reduction — fewer contacts per resolved experience means less repeat demand
Healthcare enterprise case study — demand prevention + experiential forecasting
Identify the most painful and prevalent demand drivers across your service operation — ranked by impact, cost, and repeat frequency — so you know exactly where to intervene.
Map the full resolution journey — not individual contacts. Measure CPx, AMPRx, and DTRx behaviorally on 100% of experiences to understand what drives repeat demand.
Push service intelligence from the frontline to Product, Operations, Customer Success, and every team that influences demand upstream.


The Answer Engine is not a set of features. It is an integrated stack — each layer builds on the one beneath it, from raw data ontology to enterprise-wide demand prevention.
We model every customer experience as structured data — mapping POV, Channel, Phase, Component, Actor, and Resolution into a unified ontology built by Forward Deployed Engineers.
We replace AHT, CSAT, and FCR with metrics that explain why demand exists — CPx, AMPRx, 1CX, and DTRx — measured behaviorally on 100% of experiences.
We identify repeat demand loops, rank root cause drivers by pain and prevalence, and prescribe targeted interventions that eliminate unnecessary contacts at the source.
Service intelligence does not belong in the contact center alone. The Answer Engine distributes experiential signals to Product, Operations, Customer Success, and every team that influences demand.
Agents see their impact on customer experiences — not just call metrics. Resolution effectiveness, repeat demand contribution, and coaching opportunities are visible at the individual level.
Know who to coach and why — based on experiential effectiveness, not call handle time. Supervisors see which agents drive resolution and which generate repeat demand.
Monitor demand drivers, forecast experiential volume, and distribute service intelligence to Product, Operations, and Customer Success — turning service data into enterprise-wide decisions.
serviceMob is software agnostic - meaning we don't care which specific systems you use. We believe that data contains a wealth of insights and knowledge, but it tends to be scattered across many different systems, making it difficult to analyze. serviceMob gains a comprehensive view of operations by integrating with every essential customer service software tool in order to unify all of the data of service and, most importantly, uncover the wealth of data for analytics.
We are SOC 2 Compliant, which means we are certified and meet the highest standards of data privacy and security protocols
