Insights on e-commerce operations, growth, and building with data.
You're running Shopify for orders, Razorpay for payments, Shiprocket for logistics, Meta for ads, and Google Sheets to stitch it all together. Here's why that breaks at scale — and what to do about it.
Return to Origin isn't just a shipping cost. It's a compounding tax on your margins that most brands undercount by 40-60%. We break down the full cost — and how to cut it.
Top-line revenue is vanity. Per-order profit is sanity. Here's how to calculate your true unit economics — including the hidden costs most brands ignore.
Webhooks fail. APIs time out. Cron jobs die. Here's the architecture behind Ordscale's pipeline reliability — watchdog patterns, reconciliation loops, and automatic recovery.
Platform-reported ROAS includes returns, cancellations, and orders that never shipped. Here's how to calculate true ROAS using reconciled data.
Ordscale started as an internal tool at Dellulu. This is the story of how 14 sessions of building a finance dashboard turned into a SaaS product.