Custom AI agent · Documents & Data
AI Report Automation Agent for DTC Brands
Make every DTC growth report easier to trust.
Recurring DTC brand reports from approved commerce, campaign, inventory, fulfillment and customer data.
- Combine orders, revenue, campaigns, inventory and retention signals in one repeatable reporting workflow.
- Flag missing periods, attribution mismatches and unusual movements before a report reaches stakeholders.
- Prepare clear, human-review-ready reports for growth, operations and executive teams.
Starting at $300 USD/month
Starting at $300 USD/month for a tailored implementation. Final pricing depends on data sources, report volume, integrations, governance and ongoing support.
What is an AI report automation agent for DTC brands?
A tailored reporting agent for direct-to-consumer brands that turns approved commerce and operational inputs into consistent weekly or monthly reports. Tranki adapts the workflow to your stores, products, channels, regions and reporting calendar while keeping humans in control of attribution, financial claims, privacy and business decisions.
Reporting built around your DTC operating rhythm
Commerce and marketing source preparation
Cohort, channel and period checks
Audience-specific report drafts
Human review and delivery controls
Where it can help
Weekly growth reviews
Inventory and fulfillment reporting
Executive and brand performance reviews
How it works
A step-by-step workflow your team can review before launch.
Built around your business
What we configure
- Stores, products, regions, channels, cohorts and fiscal or promotional calendars.
- Report templates, audiences, delivery cadence and executive commentary style.
- Validation rules for missing data, attribution, comparisons, thresholds and exceptions.
- Human approval gates, access boundaries, exports and ongoing support scope.
What we need from you
- Approved commerce, advertising, fulfillment and customer data sources.
- Defined metric names, attribution rules, reporting periods and privacy requirements.
- An existing spreadsheet, BI, commerce, warehouse or analytics workflow to connect.
- Named report owners and reviewers for each audience.
Clear boundaries before launch
What it will not do
The agent does not invent metrics, decide ad spend, make financial claims, change source systems, publish without approval or replace your team's judgment. Human review remains required for attribution decisions, sensitive customer information and external reporting.
How success is measured
Track report preparation time, source completeness, anomaly detection, review-cycle duration, correction rate and on-time delivery.
Frequently asked questions
What happens when a source is missing data?
The workflow flags the gap and carries the exception into review instead of silently filling it or inventing a value.
Can it work with Shopify or another commerce platform?
Yes, when the platform and connection are approved. The implementation maps its fields to your definitions and reporting calendar.
How do you handle attribution differences?
Attribution rules are documented during setup, checked during validation and surfaced for human review when sources disagree.
Can the reports include inventory and fulfillment?
Yes. Approved inventory, warehouse and fulfillment inputs can be included alongside orders, campaigns and customer metrics.
Can the agent send reports directly to executives?
It can prepare and route drafts, but your designated owner must approve external or executive delivery.
How is pricing determined?
Projects start at $300 USD/month. The final proposal reflects sources, report volume, integrations, governance and support needs.
