AI data analyst use cases — eight dashboards from one upload
Sreniq turns a CSV, JSON, Excel sheet, or Google Sheets link into a shareable dashboard with charts, key takeaways, and a written narrative. Below are the eight most common use cases we see — pick the one closest to your data, and Sreniq handles the rest.
300 free credits — about 30 stories. No credit card required.
One upload, eight different reports
Most AI tools ask you to either learn a query language or hand-craft a dashboard. Sreniq does neither. You upload a file — anything from a Stripe invoice export to a HubSpot pipeline CSV to a PostHog event dump — and an AI analyst inspects the columns, picks chart shapes, computes the metrics that matter for your domain, and writes a short narrative explaining what the data says.
The eight use cases below are the patterns we see most often. Each page lays out the metrics typical to that domain, the file formats users tend to upload, example questions you can ask in chat, and a short FAQ. They also share the same flow: drop in a file, get a dashboard, ask follow-ups in plain English, and publish a public read-only link when you want to share.
If your use case does not fit cleanly into one of these eight, start a chat and Sreniq will figure it out from your data. The categories are starting points, not constraints.
All eight use cases
Campaigns, channels, attribution
Marketing Analytics
Turn campaign exports and channel data into a shareable dashboard with charts, channel mix, and ROI takeaways in minutes.
Read use casePipeline, stage conversion, win rates
Sales Funnel Analysis
Drop in your CRM export and get a funnel breakdown, stage-by-stage conversion, win rate, and cycle-time insights — written up automatically.
Read use caseMRR, churn, cohort retention, ARPU
SaaS Metrics
Upload a Stripe or billing export and get MRR, churn, cohort retention, and ARPU charts plus a written board-ready summary.
Read use caseOrders, AOV, product mix, refunds
Ecommerce Dashboard
Upload your Shopify, WooCommerce, or Stripe export and get an AI-built dashboard covering orders, AOV, product mix, and refund rate.
Read use caseNPS, CSAT, theme extraction
Customer Feedback Analytics
Upload your survey export and get NPS or CSAT scores, segment breakdowns, and themes pulled from open-ended responses — automatically.
Read use caseP&L, variance, cash flow
Financial Reporting
Upload a P&L, GL extract, or budget vs actuals CSV and get summary tables, variance highlights, and a written narrative for the close.
Read use caseHeadcount, attrition, OKRs, tickets
Operations & HR
Upload an HRIS export or operations log and get headcount, attrition, ticket-volume, and OKR-status charts with a written summary.
Read use caseDAU/WAU/MAU, funnels, feature usage
Web & Product Analytics
Upload an event export from PostHog, Amplitude, GA4, or Mixpanel and get DAU/WAU/MAU, funnel conversion, and feature-usage charts in one go.
Read use caseDon't see your use case?
Sreniq is data-shape agnostic. If you can export a CSV, JSON, or Excel file from it, the analyst can build a dashboard from it. Start a chat and try.