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Last-Mile Routing Intelligence

Your drivers don't fail.
The sequence does.

Infralo re-sequences delivery stops against live residential availability signals — so regional couriers cut failed first-attempt rates without adding drivers.

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ROUTE MANIFEST — Columbus OH · Today · 22 stops loaded STOP ADDRESS AVAIL. SCORE STATUS 01 247 Maple Ave, Westerville 0.91 ✓ 02 8 Prospect Rd, Gahanna RE-SEQUENCED 0.42 03 1140 Birchwood Dr, Dublin 0.87 ✓ 04 552 Oak Terrace, Hilliard RE-SEQUENCED 0.38 05 79 Ridgeline Blvd, Worthington 0.83 ✓ 06 311 Fenwick Ct, Pickerington RE-SEQUENCED 0.29 07 1820 Millford Rd, Grove City 0.76 ✓ Re-sequenced: 3 stops for availability · Est. saved attempts: 2

Industry Reality

The last-mile delivery problem by the numbers

~23%
of regional courier stops fail on first attempt — industry average
$8–14
per re-delivery attempt in driver time and fuel cost
0
equivalent availability signal tools built for regional operators — until now

Industry pattern estimates. National carriers reduce first-attempt failures using proprietary availability data — regional operators have no equivalent access.

Why Infralo is Different

Route optimization solves the wrong problem.

Shortest path doesn't predict who's home. Infralo re-sequences stops dynamically based on residential availability windows — reducing the re-delivery cycle that costs regional carriers margin.

Standard route optimizers

  • Minimize total distance and drive time
  • Lock sequence at dispatch, static from there
  • Optimize for when the driver arrives — not if the customer is home
  • Re-deliveries counted as separate route legs — no root cause analysis

Infralo — availability-aware sequencing

  • Scores each stop for residential availability risk before departure
  • Re-sequences manifest dynamically to minimize predicted failures
  • Works as a layer on top of your existing routing — no rip-and-replace
  • Per-route ops reporting that shows where failures actually come from

Core Capabilities

Built for what regional carriers actually need.

Availability-Signal Sequencing

Re-orders stops dynamically based on residential availability patterns — time-of-day, historic delivery success data, and real-time signals.

Failed-Attempt Prediction

Flags stops with high re-delivery risk before the driver departs, so dispatchers can intervene or reschedule proactively.

TMS & Fleet Integrations

Connects via API to the fleet management and TMS systems regional operators already run — no rip-and-replace required.

Delivery Success Reporting

Per-route, per-driver, per-zone delivery success metrics your ops team can actually act on — not vanity dashboards.

How It Works

From manifest to optimized sequence in under 90 seconds.

01

Connect your route data

Infralo ingests your planned stops via API or file export from your TMS. No manual re-entry.

02

Signals re-sequence your manifest

Our engine cross-references stop locations against residential availability patterns and re-orders the sequence to maximize first-attempt success.

03

Drivers follow the optimized manifest

Updated sequence syncs to your driver app or dispatcher console. Ops lead sees predicted vs. actual delivery success per route.

See the Full Process

Early Customers

Regional carriers running leaner routes.

Bridgeway Parcel
Mid-Ohio regional parcel operator · 40-vehicle fleet

First-attempt delivery rate improved from 76% to 91% within 60 days of deployment.

Director of Operations, mid-size parcel operator
Crestline Courier
Tri-state regional courier · 22 daily routes

Re-delivery costs cut by ~38% in the first quarter using Infralo sequencing.

VP of Fleet Operations, regional courier
View All Customer Stories

Purpose-Built for Regional Scale

Built for ops leads who run lean.

Infralo is purpose-built for regional couriers — not scaled-down from enterprise software. If your team manages 15–200 daily routes, this is for you.

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