Dataswain Playbooks

Automation Recipes for High-Velocity Teams

Deploy anomaly detection, ROAS safeguards, and inventory intelligence without hiring a data engineering squad. Every Dataswain module ships with secure-by-design defaults and credit-based efficiencies for SMB teams.

Dataswain Source of TruthDataswain appSecure cloud data automationSlack reporting automation

Ecommerce IntelligenceROAS

E-commerce Health Check

Monitor sales velocity, refunds, and inventory anomalies before they drain margins.

•AI-powered anomaly detection across sales, refunds, and campaign data.
•Credit-based processing keeps monitoring affordable for fast-scaling stores.
•Ready-to-launch dashboards for marketing, finance, and operations teams.

DataswainDataswain appDataswain playbooks

View PlaybookRefund Rate

Growth AutomationCustomer Acquisition Cost

Marketing Performance Guard

Guard every campaign with anomaly detection and unified CAC/ROAS reporting.

•Unified multi-channel marketing analytics tailored for SMB teams.
•Anomaly detection for marketing data reduces wasted spend within hours.
•Privacy-first architecture keeps PII protected while insights stay fast.

Dataswain analyticsDataswain automationmarketing data analytics

View PlaybookROAS

Finance & ComplianceFraud Risk Score

Financial Fraud Detection

OCR invoice automation and anomaly scoring keep finance data clean and compliant.

•PII-aware data governance enforces least-privilege access for finance teams.
•Anomaly detection models spot duplicate invoices, credit misuse, and suspicious vendors.
•Compliance-ready audit trails accelerate reporting for SMB finance leaders.

Dataswain data governanceDataswain automation engineOCR invoice automation

View PlaybookInvoice Processing Time

Revenue OperationsNet Revenue Retention

Customer Churn Prevention

Surface at-risk accounts with AI scoring, health dashboards, and human-in-the-loop automation.

•AI-powered data workflows combine product, billing, and NPS signals into a cohesive health index.
•Dataswain automation engine launches targeted retention playbooks across CRM and support tools.
•Privacy-first analytics respect PII protections while sharing insights with go-to-market teams.

Dataswain data platformDataswain business intelligenceDataswain for SMBs

View PlaybookHealth Score

Operations AutomationFill Rate

Inventory Optimization

Forecast demand, prevent stockouts, and align ops with revenue using Dataswain intelligence.

•Data drift detection safeguards demand forecasts across volatile product lines.
•Automated reorder recommendations blend sales velocity with supplier lead times.
•Ops teams collaborate through no-code workflows tied to Jira and Slack.

Dataswain automationDataswain integrationsinventory optimization automation

View PlaybookDays of Inventory

Ready to deploy your first Dataswain module?

Bundle multiple playbooks into a single Dataswain Source of Truth. Our automation engine activates within minutes, keeps data privacy compliant, and delivers trustworthy analytics to every stakeholder.

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