A real-time operations story: replacing a brittle nightly batch pipeline with Lumen's streaming control plane, and what changed in 90 days.
Regional third-party logistics provider serving e-commerce brands across the Pacific Northwest.
Promise next-day delivery on 95% of orders without adding warehouse capacity, or lose two anchor retail accounts.
Inventory and order state refreshed once per night. Pickers worked from numbers that were already wrong by morning.
Nearly one in four shipments slipped, triggering penalties and angry escalations from two anchor accounts.
WMS, carrier APIs, and store feeds stitched together by fragile cron jobs and three overnight engineers.
The breaking point. During a Black Friday dry run, a single delayed feed cascaded into 4,100 mis-routed orders before anyone noticed at 6 a.m. The CEO called it "flying the warehouse with the lights off."
Lumen sits between every source system and the warehouse floor, turning fragmented feeds into a single live view operators actually trust.
Every system change becomes a typed event in under 2 seconds. No more nightly reconciliation.
Models flag at-risk orders the moment they trend late, with a one-click reroute to the fastest path.
Failed feeds retry, backfill, and page only when a human is truly needed. On-call volume dropped 84%.
Read-only ingestion of all 19 systems. Lumen mapped the real data flow in 9 days.
Tacoma warehouse went live on streaming. Late shipments there fell from 23% to 9%.
All 7 sites onboarded. SLA guard and reroute enabled across every carrier lane.
Models tuned to peak patterns. Overnight team reassigned to higher-value work.
Pilot week → full network. Late-shipment rate measured against the prior-quarter baseline.
23% → 6.6% · −71% over 13 weeks
$1.9M — breach fees eliminated across both anchor contracts.
$1.1M — overnight engineering hours redirected to revenue work.
$1.2M — churn risk on renewed accounts, now secured.
"We stopped flying the warehouse with the lights off. Lumen gave us a live picture of the entire network, and within a quarter our two biggest customers renewed without a single tense call. It paid for itself before the contract ink was dry."
The overnight on-call rotation went from 31 pages a week to 5. Two engineers moved off nights entirely.
Anchor customers moved from weekly escalation calls to a quarterly business review. The relationship flipped.
Northwind handled its highest-volume week ever with the same headcount, and zero unplanned overtime.
See your own data flowing through Lumen in a 30-minute live demo. Most teams reach their first SLA win inside three weeks.