Automating post-order operations for e-commerce brands and 3PLs

Post-order operations are one of the least automated parts of e-commerce. After an order is placed, teams still spend their days tracking shipments, chasing exceptions, processing returns, adjusting invoices, and answering “Can you check this?” requests. This manual busywork lives outside core systems and scales linearly with order volume, forcing brands and 3PLs to keep adding headcount as they scale. Handled is an operations automation platform for e-commerce brands and the 3PLs that run their order fulfillment. We execute the manual work that happens after an order is placed by unifying post-order data across commerce, warehouse, carrier, and support systems. Handled gives teams real-time visibility across orders, shipments, returns, and inventory in one system — eliminating the need to dig through disconnected tools or react only after customers complain. When issues occur, Handled automatically executes the follow-up work, such as resolving shipment delays, processing returns, filing claims, or making order and billing adjustments, without manual back-and-forth. By combining visibility, issue detection, and automated execution in a single AI-powered operational layer, Handled replaces manual coordination with software-driven post-order operations in a large, recurring market tied directly to e-commerce volume.

Artificial IntelligenceB2BWorkflow AutomationLogisticsE-commerce

Total Open and Closed Positions

Total open positions, and positions newly closed since the previous update

Department Headcount Over Time

Open positions per department · top 6 at any point in the window

Newly Opened and Closed Positions

Position Churn Rate

Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels

Time-to-Fill Distribution

Days from open to close · closed positions only

Salary Trend Over Time

Monthly median base salary · USD · annualized · p25/p75 dashed

Salary Range by Department

Employment Type

Technical vs. Non-technical

Open positions · by department

Top Roles by Department

Seniority Mix

Derived from job title keywords

Equity Range by Department

Top Skills

Top Tech Stacks

Skills Trend

Change in share of postings · recent 3 months vs. prior 3 months

Tech Stack Evolution

Positions opened per month · top 5 technologies