Route-Aware Dispatch — Pack the Day, Cut Drive Time

Drive time is dead time. Every minute a crew spends in the truck is a minute they’re not earning revenue, and gas costs eat into already-thin margins. Route-aware dispatch is how the snapshot turns four-job days into six-job days without adding hours to anyone’s schedule.

What it does

When a new booking lands, the snapshot doesn’t just throw it on the first available crew. It looks at:

• Each crew’s current schedule and remaining capacity
• The geographic distance between the new job and the crew’s nearest existing job
• The crew’s skill flags (HEPA equipment for post-construction, eco-product training for eco cleans, key-holder approval for after-hours commercial)
• Customer preferences (preferred crew, gender preference, language, pet comfort)
• Same-day priority flags (e.g., Airbnb back-to-backs)

It then proposes the assignment that minimizes drive time while honoring all constraints. The dispatcher can accept the suggestion with one tap or override.

The pain point it solves

In a typical residential operator without routing logic:

• Crews drive 25-35% of their workday
• Routes are zig-zagged because jobs were assigned in booking order, not geographic order
• Skill mismatches happen (a non-HEPA crew gets sent to a post-construction job)
• Customer-preferred crews get overridden because the dispatcher didn’t see the note

Each of these costs money. Drive time at $25/hour fully-loaded labor is roughly $375 per crew per week wasted on driving. Across an 8-crew operation, that’s $156,000 per year.

How it works under the hood

Geographic proximity scoring

When a booking is being assigned, the snapshot scores each available crew on:

• Distance from the crew’s previous job that day
• Distance from the crew’s next-scheduled job that day
• Total daily driving change if this crew takes the job

The crew with the lowest aggregate added drive-time wins (subject to all other constraints).

Skill tag enforcement

Each crew profile in GHL has skill flags:

• hepa_equipped
• scaffold_certified
• eco_trained
• key_holder
• english_only / bilingual_es / bilingual_fr
• pet_friendly / pet_allergic
• nightshift_authorized

Every job type requires a specific subset. The dispatcher cannot accidentally assign a residential maid crew to a post-construction job because the skill check fails on the assignment step.

Customer preference lock

A customer who says “I want Maria’s crew” gets Maria’s crew on every visit unless Maria is on vacation. The preference is stored on the customer record and carried into every booking, including recurring auto-booking reservations.

Same-day priority escalation

Airbnb back-to-back turns and urgent move-out cleans flag as Priority-1. The routing engine puts these at the top of the dispatch queue and shifts non-urgent jobs to accommodate.

Measurable outcomes

In operator data we have reviewed:

• Daily drive time per crew drops from ~95 minutes to ~55 minutes
• Jobs per crew per day rises from 4.1 to 5.6
• Mis-dispatch rate (wrong crew for job type) drops from 8-12% to under 1%
• Customer “preferred crew” honor rate rises from ~60% to ~94%

On a 6-crew operation, the extra 1.5 jobs/crew/day at $180 average ticket is roughly $1,620/day, or $400K+ annually in incremental capacity without hiring.

Edge cases the snapshot handles

• Crew calls in sick — the snapshot proposes a re-shuffle that minimizes customer-facing disruption (preserving preferred-crew assignments for the highest-LTV customers first).
• Customer asks to move to a different day — the skip/pause/reschedule flow checks if the new slot has a crew that matches their preferences before confirming.
• Surge day (Friday post-holiday) — capacity overflow flags trigger a “we’re at capacity, here’s a Tuesday slot at -10%” outbound SMS to bookings that came in last and don’t have a confirmed slot yet.

How it integrates with the rest of the snapshot

• Crew shift reminders pull the optimized route and send the day’s stop list to each crew
• Customer portal shows the customer their preferred-crew status
• Two-way SMS handles reschedule conversations without breaking the routing logic
• Photo capture tags each job with the actual crew assigned (vs. originally scheduled) for accountability

Where it ships

Route-aware dispatch is part of the $997 snapshot (was $1697). It activates automatically when you have 2+ crews configured. Solo operators can ignore it without breaking anything else.

Book a demo to see the dispatch board on a live route.