End-to-End Sales: Order Capture, Financial Reporting, KPIs & Retention
One integrated system from sale to retention: orders captured (including by email), daily/weekly/monthly financials generated automatically, KPI targets scored, and top clients surfaced for rewards.
- Duration
- 10 weeks
- Services
- Custom SoftwareWorkflow AutomationAPI Integration
A multi-channel retailer ran sales, finance, and customer retention as three disconnected efforts. Orders, many of them arriving as emails, were re-typed by hand, financial reports were assembled manually and always ran late, no one could say with confidence whether the period's KPIs were hit, and the best clients were rewarded on gut feel rather than data. Nothing connected the sale to what happened after it.
Challenges
- Orders arrived across channels, email included, and were entered by hand.
- Daily, weekly, and monthly financial reports were assembled manually and late.
- No consistent way to say whether a period hit its KPI targets.
- Top clients weren't identified, so rewards and retention were ad hoc.
- Sales, finance, and retention lived in separate tools that didn't talk.
Objectives
- Capture every order automatically, including those sent by email.
- Generate daily, weekly, and monthly financial reports without manual work.
- Score each period against KPI targets: achieved or not, at a glance.
- Rank clients automatically and trigger rewards for the top ones.
- Connect the whole flow end to end, from the sale through to retention.
We built one integrated system that captures orders from every channel, parsing emailed orders into structured records, and records revenue as it lands. A reporting engine produces daily, weekly, and monthly financials automatically, scores each period against agreed KPI targets and flags achieved versus missed, and ranks clients to surface the top ones for rewards. Retention follow-ups fire from the same data, so the journey runs unbroken from sale to repeat business.
Implementation
- 01Process & metric mapping
Two weeks mapping the sale-to-retention flow and agreeing the KPI definitions and targets that reports would be scored against.
- 02Order capture & integration
Capture across channels with an email parser that turns emailed orders into structured records, normalized against a product master.
- 03Reporting & KPI engine
Automated daily, weekly, and monthly financials with per-period KPI scoring that flags targets as achieved or missed.
- 04Client ranking & retention
A client leaderboard driving reward triggers, plus retention follow-up sequences fired from the same integrated data.
Architecture overview
- n8n capturing orders across channels, with an email-order parser
- PostgreSQL as the unified sales and metrics store
- Reporting engine producing daily, weekly, and monthly financials
- Next.js dashboard with KPI achievement flags and a client leaderboard
- WhatsApp and email for reward and retention follow-ups
What changed for the business.
- Orders captured automatically, email included, with no re-typing.
- Daily, weekly, and monthly reports generated instead of hand-assembled.
- KPI achievement is visible each period rather than argued about.
- Top clients are surfaced and rewarded from data, not gut feel.
- Retention follow-ups run off the same flow that captured the sale.
Lessons learned
- Agreeing KPI definitions and targets up front is what makes 'achieved or not' trustworthy.
- Connecting sales through to retention in one system removed the handoffs where clients used to slip.
- Parsing emailed orders into structured records closed the last manual channel.
Facing a similar problem?
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