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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

Manufacturing

Production costs, quality tracking, shift performance, maintenance scheduling, and material variance.

Customer service

Email drafting, ticket classification, customer history, escalation analysis, and SLA monitoring.

Insurance

Claims intake, reserve estimation, fraud detection, document classification, and coverage verification.

HR

Resume screening, onboarding automation, policy Q&A, interview scheduling, and attrition analysis.

Retail

Restock recommendations, promotion analysis, assortment optimization, price elasticity, and store benchmarking.

Logistics

Route efficiency, delivery exceptions, carrier benchmarking, last-mile visibility, and capacity planning.

Finance & Banking

Loan processing, portfolio risk, regulatory reporting, anomaly detection, and credit scoring.

Healthcare

Patient intake, clinical documentation, compliance monitoring, appointment scheduling, and medical coding.

Energy & Utilities

Asset health monitoring, demand forecasting, outage management, regulatory compliance, and consumption optimization.

Real Estate

Tenant screening, lease management, maintenance tracking, occupancy optimization, and financial reporting.

A hand-picked selection across industries to get you started fast.

Work order cost tracking

Flag production cost overruns daily with automated variance alerts.

Ticket classification

Auto-tag and route support tickets the moment they arrive.

Fraud pattern detection

Score claims against fraud indicators and route suspicious ones for review.

Portfolio risk monitoring

Track VaR, concentration, and performance metrics with daily Python-powered alerts.

Demand forecasting

Predict energy load using meter data and weather patterns.

Restock recommendations

Prevent stockouts with daily reorder suggestions based on sell-through rates.

How it works

Every use case follows the same three-step pattern.

Connect your data

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.

Set up the agent

Create a custom agent with the role, goal, and skills for your use case. Each page gives you the exact configuration to paste in.

Automate with playbooks

Turn the use case into an automated workflow with a playbook — scheduled reports, real-time alerts, and multi-step pipelines that run without manual effort.