
Handled
https://www.itshandled.aiAutomating 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.
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