> ## Documentation Index > Fetch the complete documentation index at: https://docs.wayak.io/llms.txt > Use this file to discover all available pages before exploring further. # Use cases > See how teams use Wayak across industries Wayak helps teams across industries turn scattered data into automated workflows. Each use case walks you through what to connect, how to set up the agent, and how to put it on autopilot with playbooks. *** ## Browse by industry Production costs, quality tracking, shift performance, maintenance scheduling, and material variance. Email drafting, ticket classification, customer history, escalation analysis, and SLA monitoring. Claims intake, reserve estimation, fraud detection, document classification, and coverage verification. Resume screening, onboarding automation, policy Q\&A, interview scheduling, and attrition analysis. Restock recommendations, promotion analysis, assortment optimization, price elasticity, and store benchmarking. Route efficiency, delivery exceptions, carrier benchmarking, last-mile visibility, and capacity planning. Loan processing, portfolio risk, regulatory reporting, anomaly detection, and credit scoring. Patient intake, clinical documentation, compliance monitoring, appointment scheduling, and medical coding. Asset health monitoring, demand forecasting, outage management, regulatory compliance, and consumption optimization. Tenant screening, lease management, maintenance tracking, occupancy optimization, and financial reporting. *** ## Popular use cases A hand-picked selection across industries to get you started fast. Flag production cost overruns daily with automated variance alerts. Auto-tag and route support tickets the moment they arrive. Score claims against fraud indicators and route suspicious ones for review. Track VaR, concentration, and performance metrics with daily Python-powered alerts. Predict energy load using meter data and weather patterns. Prevent stockouts with daily reorder suggestions based on sell-through rates. *** ## How it works Every use case follows the same three-step pattern. Each use case lists exactly what data sources and knowledge spaces you need. Connect a database, upload files to the lakehouse, or plug in an API. Create a [custom agent](/concepts/agents/custom-agents) with the role, goal, and [skills](/concepts/agents/skills) for your use case. Each page gives you the exact configuration to paste in. Turn the use case into an automated workflow with a [playbook](/concepts/playbooks/what-is-a-playbook) — scheduled reports, real-time alerts, and multi-step pipelines that run without manual effort.