How Shipsy pushes First Attempt Delivery Rate from 70% to 95%
Retail last-mile typically runs at 65–75% First Attempt Delivery Rate (FADR). IKEA, on Shipsy, runs at 95%. The gap is not a single feature — it is a stack of four specific mechanisms working in sequence: address intelligence, customer-preferred-slot negotiation, driver-route context, and proactive notifications timed to the driver’s actual arrival window.
This post is for retail and big-bulky last-mile operators whose re-delivery cost is eating their contribution margin.
Why we built this
A failed first attempt is expensive. Redelivery cost, CX ticket, customer-acquisition damage, inventory tied up in-transit, and a driver slot wasted. At 70% FADR, roughly 30% of shipments carry these penalties. At 95%, the penalty disappears. Every point of FADR recovered compounds: fewer trucks needed, fewer CX tickets, higher customer lifetime value.
For big-bulky retail — furniture, large appliances, fitness equipment — a failed attempt is even more painful because redelivery requires a two-person crew, scheduled installation, and lift-gate capacity. Which is why IKEA’s 95% is the number the industry optimizes against.
How it works
Shipsy’s FADR stack runs four mechanisms, orchestrated across Clara (CX), Astra (planning), and Atlas (event spine).
1. Address intelligence before the route is planned
Bad addresses are the root cause of a large share of first-attempt failures. Shipsy’s Address Intelligence Service parses, verifies, geocodes, and assigns confidence scores to every address before the route is built. Low-confidence addresses are resolved pre-dispatch — either via a Clara-driven clarification to the recipient, or by operator review. Address Intelligence alone moves FADR materially in most retail deployments.
2. Customer-preferred slot negotiation
For big-bulky and scheduled deliveries, Clara proactively confirms delivery slots with the recipient before the van is loaded. She negotiates windows that match driver route feasibility, captures access instructions, and handles reschedules with one-tap responses. A route built around confirmed customer windows beats a route built around shipper-side SLA promises every time.
3. Driver-route context in the driver app
Drivers see more than a stop list. The app surfaces recipient-shared access notes, building-specific delivery history (if Shipsy has delivered there before), preferred door, lift status, and any known obstacles. For big-bulky, the app shows the assembly steps and the two-person crew assignment. Context turns “knock and hope” into “ring this intercom, take the service lift, ask for apartment 7B.”
4. Proactive, adaptive notifications
Instead of the classic “2-hour delivery window” text message, Clara recalibrates the customer notification as the van progresses through its route. If traffic pushes the window, the customer is told — 45 minutes in advance, not after the miss. Customers can reschedule in-window with a tap, or confirm an alternative drop (neighbour, concierge, safe place) before the driver arrives.
Each mechanism is useful alone. Stacked, they are the reason IKEA hits 95%.
Here’s the flow at a glance:
Early results
IKEA: 95% FADR on big-bulky retail, the industry anchor. Qatar Post runs 90% FADR with 12–18% cost reduction on Shipsy. MOVIN (India B2B express) holds 90%+ FADR with 85%+ autonomous CX resolution. Catalent, on the pharma side, saw a 60% reduction in exceptions using a similar Clara + Astra pattern adapted for regulated shipments. European retailers on Shipsy’s last-mile stack routinely move FADR sharply upward inside a single peak season.
The compounding effect is where the numbers get big. A 10-point FADR improvement on a 2M-shipment-per-year retail programme erases roughly 200k redeliveries — trucks, crews, CX load, all of it.
What’s next
The next step is integrating in-home installation scheduling directly into Clara’s slot negotiation, so furniture and white-goods shipments confirm install timing alongside delivery timing — removing one of the last remaining failure modes in big-bulky last mile. Design partners are already live.