AI-Powered · Ready for Pilot

The world's first
autonomous M&R auditor.

BOX-VISION sits between your shipping line and its depots, auditing 100% of repair estimates in real time — ensuring every dollar spent is justified by IICL-6 standards.

How it works

Every estimate. Every container.
No exceptions.

BOX-VISION reviews every depot repair estimate against IICL-6 standards, historical pricing, and business rules — then returns a clear decision before your team ever sees it.

Incoming
container estimates
MSKU-482910
Door panel dent
Valparaíso
CMAU-438921
Floor rust patch
San Antonio
HLCU-193847
Side wall scratch
Buenos Aires
TEMU-829401
Corner post damage
Callao
BOX-VISIONREADY
MSKU-482910Door panel dent· Valparaíso
DEPOT ESTIMATE
$1,240
BENCHMARK
$850
Waiting to start review…
PROCESSED
No decisions yet
Incoming queue
Approved
Flagged — overcharge detected
100%
Audit coverage
vs 5–10% traditional
−20%
M&R cost reduction
$410 → $328 per FFE
< 5 min
Audit turnaround
vs 24–48 hrs manual
$1.9M
Est. annual savings
fleet of 23,000+ FFEs

The Problem

Your fleet is losing millions
every year without knowing it.

Massive financial leakage

Estimates with unjustified labour hours and unnecessary materials get approved without review. At scale — thousands of containers — this amounts to millions annually.

90% of spend goes unaudited

Technical teams can only review 5–10% of cases. The remaining 90% is exposed to undetected overcharges with no systematic check.

No consistent standard

The same damage is classified differently across depots. Without a global arbiter, ambiguity always benefits the depot — not the shipping line.

Containers stuck in M&R

Disputes via email freeze equipment. Every day a container waits in M&R is a day it doesn't generate revenue.

The Solution

Autonomous intelligence
that never sleeps.

01

Total coverage — no sampling

BOX-VISION audits every estimate from every depot, capturing the 'small' overcharges that human teams miss. Immediate result: 15–20% reduction in total M&R spend.

02

Instant verdict — fleet velocity

The moment a depot submits an estimate, BOX-VISION processes it. If it matches? Immediate approval. If it doesn't? An automatic dispute with a technically-generated justification. The container returns to fleet faster.

03

IICL-6 standardised globally

Every decision references the same international rule set. The same damage is evaluated identically whether the container is in San Antonio or Rotterdam — the depot can't exploit ambiguity.

04

Sentinel effect — self-correcting behaviour

When depots know an AI audits every line with mathematical precision, inflating estimates becomes risky. BOX-VISION naturally drives more honest reporting without human intervention.

KPI Impact

Measurable results
on every indicator.

Audit coverage
10–15% 100%
+85%
M&R cost per FFE
$410 USD $328 USD
−20%
Audit turnaround
24–48 hrs < 5 min
−95%
Estimate accuracy
Subjective IICL-6
0% bias
Fleet velocity
FIFO Demand-driven
+15%

Implementation

From pilot to full network
in 4 phases.

Phase 0

Savings Retrospective

15–30 days · free

We analyse 6 months of historical M&R data (estimates vs. final invoices) and produce a Leakage Report showing exactly how much would have been saved with BOX-VISION. No integration, no risk.

Phase 1

Proof of Value Pilot

30–60 days · 1 depot

Real-time auditing of 500 FFEs at a high-volume depot. Integration with EDI feeds or estimate portal. Validates the 20% savings target in a live operational environment.

Phase 2

Operational Optimisation

90 days · multi-depot

Expansion to multiple depots. Intelligent Prioritisation Module synced with vessel schedule. AI tuned to the shipping line's custom IICL-6 standards.

Phase 3

Full Network Integration

Ongoing · WCSA region

100% automated dispute management. The Chile pilot becomes the blueprint for the West Coast South America region. Continuous model learning based on regional trends and cost fluctuations.

Next step: Share your last 6 months of M&R data. In 15–30 days we'll show you exactly how much you're losing today — using your own numbers.

Ready to audit
100% of your M&R spend?

Start with a free retrospective. No technical integration required. Just your historical data and 30 days to prove the ROI.

Request access