Industry solutions · Logistics

Logistics AI: optimised routes, predictable ETAs, customer comms that keep everyone calm.

AI-driven route optimisation, demand forecasting, and customer-communications automation — for last-mile, 3PL, and supply-chain operators.

axc-logistics · dispatch-engine
SOLVER · VRP · 04:00 CUTOFF
Next-day route optimisation
context · tomorrow · 240 stops · 14 drivers · 3 depots
detail · constraints: traffic + vehicle cap + time windows
SIGNALS
stops240 · 28 priority
drivers14 · shift 08-18
vehicle types3t · 7.5t · cold
traffic feedlive · HERE + Google
time windows82 · morning-only
SOLVER CONF0.91OPTIMISED
7% fewer km · 22 min avg earlier arrival
solver finished · 1.2s · sequence pushed to driver apps

What we build for logistics

Systems across the order-to-delivery pipeline.

Every solution is a production system — not a proof-of-concept. Solvers, forecasting models, and comms pipelines wired to your TMS, WMS, and driver apps. New categories added as the work scales.

AI Route Optimisation

Tomorrow's routes solved tonight by an AI VRP optimiser — traffic, vehicle constraints, driver-shift rules, and time windows weighed at once, with ML-driven ETAs feeding the plan. Minutes of compute, hours saved on the road.

  • Multi-stop VRP solver (live + next-day)
  • Vehicle + driver + shift constraints
  • Live re-optimisation on traffic changes
  • Cost-per-delivery tracking per route
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AI Demand Forecasting

AI demand forecasting predicts peak-load by region and day-part — Prophet, ARIMA, LightGBM, and Temporal-Fusion-Transformer models blended in ensemble. Staff smartly; the peak isn't a surprise if the models have seen the pattern.

  • Regional forecasts per DC / hub
  • Day-part modelling (AM / midday / PM)
  • Weather + promotion + holiday features
  • Staff-allocation recommendations
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AI Customer Communications

AI-driven customer comms — ML ETAs and multilingual NLP surface delays to customers before they have to ask. Support ticket volume drops; NPS climbs.

  • Live ETA updates per parcel
  • Multi-channel notifications (SMS / WhatsApp / email)
  • Exception-handling workflows
  • Self-service reschedule links
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How we engage with logistics operators

Network-aware. Fleet-proven. Cost-tied.

A live example: an AI-powered order-to-delivery pipeline — from order ingest through customer comms, with plain-English commentary and live metrics at every step.

axc-logistics · fulfilment-pipeline · run_0412 · phase 01/05
PHASE 01Order ingest & consolidation
Pulling tomorrow's orders from every channel — e-commerce APIs, marketplace webhooks, B2B EDI feeds — and normalising them into one delivery ledger.
$ axc logistics.ingest --sources ecom,edi,marketplace --window 24h
polling order sources · 6 channels
ecom API · 4,812 orders · 0 errors
marketplace webhooks · 2,104 orders
B2B EDI · 312 consignments · 18 POs
address validation · 98.6% clean
·7,228 deliverables queued · handing to forecast
VRP solver + lightgbm · TMS / WMS / driver-app · live run
LIVE METRICS
Orders
7,228
Channels
6
Address valid
98.6%
Exceptions
42
NETWORK SNAPSHOT
7,228 deliveries · 14 vehicles · 3 DCs · 24h horizon
01
Network diagnosis
We map your hubs, routes, driver pools, vehicle mix, and exception patterns. Every SLA gap, every overtime hotspot, every avoidable kilometre — documented.
02
Solver + forecasting build
VRP solver, demand-forecasting models, and comms pipelines built in parallel. Wired into your TMS, WMS, and driver apps from day one.
03
Fleet rollout
Pilot on one hub → validated against cost-per-delivery and SLA attainment → roll forward to the network. Dispatch and driver teams trained alongside deployment.
04
Operate + tune
Weekly SLA review, monthly solver retune, continuous forecast backtesting. InsightAX ties every route decision back to cost-per-delivery and SLA outcomes.

Why Axccelerate for logistics

Solver-led,
fleet-proven.

A logistics stack that can't read your TMS, WMS, or driver app isn't a stack. We build for your dispatchers, your drivers, and your customers — not for a pitch deck.

Feature
Axccelerate
Typical agency
In-house
Multi-constraint route solver (traffic + cap + TW + shift)
Varies
Real-time re-optimisation on live disruption
Varies
Demand forecasting with weather + promo features
Varies
TMS / WMS / driver-app integration
Varies
Proactive customer comms (multi-channel)
Varies
Varies
Exception-handling workflows
Varies
SLA breach prediction
InsightAX cost-per-delivery + SLA attribution
No vendor lock-in
Varies

Pricing

One hub or a network —
priced to the deployment.

Every logistics deployment is custom — we scope against your network topology, vehicle mix, TMS/WMS stack, and SLA commitments before quoting.

Launch
Enquirefor pricing
Single hub or route network

A route-optimisation pilot — one hub, one fleet. Solver live from day one, wired into your TMS/driver app, with cost-per-delivery tracking from the first run.

Single-hub deployment
Route optimisation module
TMS + driver-app integration
Weekly SLA review
InsightAX reporting access
Enquire for pricing
Most popular
Scale
Enquirefor pricing
Multi-hub operator

The full logistics stack — route optimisation, demand forecasting, and customer comms — working as one system across your hubs. Network reporting in InsightAX.

Multi-hub rollout
Full solver + forecasting + comms stack
TMS / WMS integration
Bi-weekly SLA + cost review
Network dashboards
Enquire for pricing
Fleet
Enquirefor pricing
Nationwide operator

Dedicated engineering for nationwide and cross-border operators. Custom solvers, multi-leg cold-chain support, regional localisation, and 24/7 monitoring.

Unlimited hubs + vehicles
Dedicated engineering team
Custom solvers (multi-leg, cold-chain)
24/7 monitoring + on-call
Cross-border orchestration
Enquire for pricing

No vendor lock-in · engineers on every scoping call. Request a custom quote →

FAQ

Common questions.

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TMS + WMS + driver-app integrated

Your fleet, optimised.

30-minute scoping call with a senior engineer and a logistics operator. You'll leave with a solver plan, integration sketch, and realistic timeline — not a sales pitch.