PUBLISHED DATE: 2026-11-01 20:51:45
Sales Anomaly Detection Demo | Publicis Sapient
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Sales Anomaly Detection Demo
Retailers process hundreds of transactions every hour across hundreds of SKUs, making unexpected changes in sales difficult to identify and diagnose before they affect revenue and customer experience.
Sapient Sustain brings together sales and operational signals from existing IT tools to detect anomalies and connect them to underlying technology issues. AI agents identify likely root causes and recommend remediation steps for teams to review, helping them respond faster and reduce the risk of revenue leakage.
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Highlighted features
Protect sales performance and accelerate retail IT issue resolution.
Learn more about Sustain
Enhanced sales performance visibility
Analyze sales trends against predefined thresholds, alert teams to abnormal activity and consolidate related events into a single incident for faster action.
Unified sales and operational context
Bring sales anomalies, logs and events from existing monitoring and observability tools into a unified dashboard, enabling teams to manage incidents and track outcomes without switching between systems.
Intelligent root cause analysis
Correlate sales anomalies with operational data and logs to identify technology issues affecting sales performance and recommend actions to restore expected sales volumes.
Governed remediation with AI agents
Deploy context-aware AI agents to orchestrate investigation and remediation from detection through resolution. Tailor prebuilt workflows to enterprise needs with embedded governance and human approval.
FAQs
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What types of anomalies can Sustain detect?
Sustain continuously analyzes business and operational signals from connected systems to identify activity outside expected thresholds. This demo focuses on an abnormal change in sales trends, but Sustain can support broader retail IT operations based on the data sources, thresholds and workflows configured for the organization.
How does Sustain troubleshoot anomalies?
Once an anomaly is detected, Sustain consolidates related events into a single incident and connects relevant sales data, logs, and operational signals to determine likely root causes and surface appropriate remediation steps.
Can AI resolve issues autonomously?
Yes. Sustain can trigger AI agents to execute remediation workflows, monitor progress, validate successful recovery and confirm return to a healthy operational state.
Can agent workflows be customized?
Yes. Teams can start with recommended prebuilt workflows and adapt steps and agents to their business requirements.
Does Sustain help IT operations teams investigate incidents?
Yes. Sustain automatically creates incident tickets with rich operational context and suggestions for agent resolution. A conversational AI chat also helps teams retrieve troubleshooting guidance and enterprise knowledge, enabling them to investigate and resolve issues more efficiently.
Who is this solution designed for?
Sustain is designed for retailers with high transaction volumes and complex IT environments, where an unexpected change in sales can affect revenue, customer experience, and business continuity. While this demo focuses on retailers, the platform supports endpoint operations across multiple industries.