Detention loss, route blindness, spoilage disputes, compliance gaps — we turn your existing GPS & ELD data into operating decisions and new revenue.
Asian food distributors operate their own fleets through dense urban corridors with tight delivery windows, mixed-temperature loads, and zero visibility into per-route economics.
Drivers wait 30–45 min at stops with no tracking. Disputes resolved by gut feel. Cascading delays wreck downstream stops.
You know total revenue, but not which of your 15 stops per route are net-negative. Pricing is by gut, not data.
Mixed-temp loads (frozen dumplings + fresh tofu) on one truck. Door-open dwell unmeasured. A single reefer failure: catastrophe.
FDA demands sortable traceability records within 24 hours. Most distributors still use paper, Excel, and WeChat photos.
"We know we're losing money on some routes, but can't prove which ones. Our drivers wait at stops, but we can't bill for the time."— Mid-size distributor operator, Los Angeles
Six core capabilities that transform raw fleet data into daily operating decisions and new business opportunities.
Auto-detect arrival, wait, and departure times. Generate proof packets for billing and dispute resolution.
RECOVER LOST REVENUEPer-stop profit and loss analysis. Identify which stops drain margins and which routes subsidize others.
IMPROVE MARGINSDwell × ambient × door-open pattern analysis. Score temperature risk per stop before spoilage occurs.
REDUCE SPOILAGEAuto-build traceability timelines from GPS + stop events. Chain-of-custody trails for FSMA readiness.
FSMA-READYDiscover new restaurants and stores along your existing routes. Add stops, add revenue — at minimal marginal cost.
GROW REVENUENative Chinese UX and WeChat-integrated workflows. Not a translation layer — built from the ground up for you.
BUILT FOR YOUYour trucks drive past potential new customers every day — new restaurants, boba shops, expanding grocery stores. No competitor offers this capability in any language.
We analyze GPS traces to map your stable weekly corridors automatically.
Overlay Census demographics, POI data, and new business openings near your routes.
Rank prospects by detour cost, business fit, area growth, and route slack.
Actionable digest: "3 new restaurants near your Tuesday route."
"3 new Asian restaurants opened within 1.5 miles of your Tue/Thu I-94 route in the last 90 days. Your truck has ~40 min slack after the St. Cloud stop. Estimated incremental cost to add one stop: $18 fuel + 25 min."
Grid-cell inference + human feedback loop gets smarter with every correction. No brittle static geofencing. Compounding accuracy advantage that widens with each deployment.
Most fleet tools only cut costs (defensive). RouteLens also finds new revenue via corridor intelligence (offensive). The only platform with both value propositions.
Native Mandarin/Cantonese UX. WeChat-integrated workflows. Bilingual evidence packets. Built by a team that speaks your language and understands your business.
Plugs into your existing NexTraq, Samsara, or Geotab telematics — no new hardware required. Pure software intelligence layered on top of data you already have.
| Capability | Samsara | Geotab | NexTraq | RouteLens |
|---|---|---|---|---|
| Stop Inference AI | — | — | — | ✅ |
| Route P&L Analytics | — | Partial | — | ✅ |
| Detention Evidence Packets | — | — | — | ✅ |
| Corridor Growth Intelligence | — | — | — | ✅ |
| Chinese-First UX | — | — | — | ✅ |
| WeChat Integration | — | — | — | ✅ |
| SMB-Friendly Pricing | — | — | ✅ | ✅ |
"RouteLens showed us 3 stops on our Tuesday route were costing more than they earned. We restructured and saved $2,400/month — just from that one route."
"终于有一个我们能直接用中文操作的车队系统了。以前那些全英文的软件，我们司机根本不会用。RouteLens 的微信对接特别方便。"
"The corridor intelligence feature found 5 new restaurants within a mile of our existing routes. We onboarded 2 of them last month — zero extra fuel cost."
No new hardware needed. Plug into your existing telematics and get operational visibility immediately.
For early adopters joining as founding partners
Full platform with growth intelligence
For fleets with 100+ trucks
Pilot-ready for small and mid-size fleets. Initial insights in Week 1. Full KPI readout in ~90 days. No new hardware required.