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E04 · E-Commerce Analytics & Cash Flow

Know your exact daily revenue, cash collection, and channel performance by morning.

E04 · Daily Sales & Channel Summary (Morning Operations Digest)

Aggregates previous-day store sales across channels, payment methods (Prepaid vs COD), and return deductions into a single concise morning report delivered straight to your phone.

PRODUCT SUMMARY AT A GLANCEE04
Primary OutcomeDelivers an executive briefing at 07:00 IST detailing yesterday's gross sales, net revenue, prepaid vs COD breakdown, order count, and AOV.
How It RunsManaged Sanocea Service (Read-Only API Connection)
Setup ExpectationsProposed Roadmap: ₹700/month (unlimited eligible non-AI workflows). Assisted store API setup via WhatsApp.
Verification StatusCode & Logic Tested: Tested on multi-currency store order feeds
Current Acquisition: Assisted onboarding via WhatsApp · Our team guides store read access.
Chat on WhatsApp (E04) →

What Goes Wrong in an Ordinary Working Day

Founders and operations leads waste time every morning pulling reports from store dashboards, payment gateways, and spreadsheets to calculate actual net sales.

The Impact on Your Business & Customers

Quickly spotting drops in prepaid volume or surges in COD orders lets you adjust logistics allocations and cash flow planning before morning dispatches begin.

What This Tool Does & What Changes for You

Calculates complete 24-hour financial metrics from midnight to midnight: gross sales, discounts, refunds, payment breakdown, and average order value.

What Changes in Practice:

You start every morning with an exact, verified executive sales digest in your Telegram chat before your team opens their laptops.

Why Hire for Repetitive Operational Work?

Compare the cost of automating this workflow directly against the Indian market salary benchmark for the human job position that would otherwise perform it manually.

Staffing-Cost ComparisonAlternative to: MIS & Reporting Executive
Market Salary Benchmark₹20,000 – ₹32,000 / monthAmbitionBox & Indeed India (2025–2026 E-Commerce MIS & Reporting Benchmark)
Potential Staffing-Cost DifferencePotential savings: ₹19,300 – ₹31,300 / monthvs. ₹700 / month (Proposed Roadmap)
Partial Task AutomationCompiles automated 24-hour revenue, prepaid vs COD breakdown, order volumes, and average order value (AOV) into an executive morning digest. Does not formulate commercial sales strategies.

What You Need Before Getting Started

  • Store API read credentials (read_orders).
  • Telegram chat or channel ID.
  • Active store with daily sales volume.

Technical Setup Guidance: Read-only queries. Zero database mutation or performance impact on your live store.

Setup Difficulty & Expected Time

Assisted setup via WhatsApp. Takes under 10 minutes.

What You Receive in the Download Archive

Every deliverable is clean, self-contained, and ready for immediate deployment. You receive the complete files, configuration templates, setup guides, and automated tests.

File NameDeliverable Description
c02_connect/workflows/e04_daily_sales_summary.pyDaily revenue aggregation and executive digest engine
tests/test_e04_daily_sales_summary.pyAutomated test suite (currency normalization & channel split checks)
architecture_preview.svgVisual revenue aggregation architecture diagram

Architecture Diagram & Tested Capabilities

For technical teams or developers assisting your business, below is the visual execution architecture and automated verification breakdown:

Know your exact daily revenue, cash collection, and channel performance by morning. Architecture Pipeline Diagram
⚡Deterministic execution flow: runs on your own compute without telemetry tracking.

Verification Disclosure

Pure read_orders integration. Multi-currency aggregation and date-partition idempotency verified in staging.

24-Hour Revenue Normalization

Computes exact gross sales, discount deductions, and net settled volume from 00:00 to 23:59.

Fully Tested

Prepaid vs COD Split Tracking

Categorizes payments to monitor cash-on-delivery exposure and prepaid collection performance.

Fully Tested

Average Order Value (AOV) Calculation

Monitors basket size trends to detect promotional impacts and pricing changes.

Fully Tested

Executive Telegram Morning Push

Concise, high-contrast morning summary formatted specifically for mobile review.

Fully Tested

Documented Limitations & Third-Party Costs

We believe in complete transparency. Review the documented technical boundaries and external service fee breakdown below prior to obtaining the package:

⚠️Documented Boundaries & Considerations

  • Aggregates store recorded revenue; does not reconcile against gateway settlement bank credits until settlement files clear.
  • Requires read-only API access to store orders.
ComponentEstimated CostDetails & Free Tier Allowances
Managed Workflow Subscription₹700/monthProposed Roadmap Pricing: Covers unlimited eligible non-AI workflows
Setup & Store API Connection₹0 (Included)Assisted setup via WhatsApp included with subscription
Ready for DeploymentAssisted Setup · Engineering WhatsApp

Acquire the E04 Package

Receive the complete distributable archive containing c02_connect/workflows/e04_daily_sales_summary.py, step-by-step setup guides, mock fixtures, and automated test suites.

Assisted Setup via WhatsAppOur engineering team guides your onboarding, assists with store read access, and verifies execution. Contact us directly on WhatsApp to get started.
Chat on WhatsApp →We reply within 2 business days (Monday to Saturday, 9:00 AM to 9:00 PM IST)

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