Guided photos, video, 360 media, documents, voice, signatures, sensor context and offline field capture.
Auto360 vehicle inspection intelligence
AutoInspection360
AutoInspection360
Enterprise AI
Transform vehicle inspections into governed, evidence-rich decisions across acquisition, dealer, fleet, rental, insurance, workshop and lifecycle operations—with AI-assisted capture, condition intelligence, repair estimation and human review.
Requires Numerish Auto360AutoInspection360 is an Auto360 add-on. An active Auto360 entitlement is required; inspection intelligence extends the Auto360 vehicle, dealer, service and lifecycle operating model.
Human-reviewed AI
Evidence integrity
Role-aware approvals
Mobile & remote capture
API360-ready
Vehicle condition
2026 Vehicle · Intake inspectionVIN verified · Odometer verified · 42 evidence items
92condition score
96%capture quality
7findings
AI + reviewer findings
Front bumper impactReview
Right front tyre wearAdvisory
Glass chip detectedEstimate
Identity & evidence integrityPass
Capture
AI Analyse
Human Review
Estimate
Approve
Auto360 dependentExtends the authoritative vehicle lifecycle
Evidence firstCapture, hashes, lineage and reviewer decisions
AI with controlsMaterial findings require governed human review
Enterprise integrationNotification360, API360 and shared platform services
Product architecture
Five connected layers from evidence capture to lifecycle decision.
AutoInspection360 is designed as a controlled operating layer inside Auto360—not a disconnected inspection form. Each stage preserves vehicle context, evidence lineage, reviewer authority and downstream decision traceability.
Evidence quality, VIN/plate/odometer validation, required-angle checks, metadata and integrity controls.
AI-assisted damage, component, severity, tyres, glass, interior, warning-light and anomaly intelligence.
Human review, estimates, maker/checker approvals, repair/claim disposition and exception handling.
Condition score, passport, report, reinspection, closure and auditable vehicle lifecycle history in Auto360.
Governed inspection lifecycle
A controlled path from request to archive.
Lifecycle transitions are explicit so inspection teams, reviewers and approvers know what can happen next—and which actions require separate authority.
01Request
02Schedule
03Assign
04Identify vehicle
05Capture evidence
06Validate evidence
07AI analyse
08Human review
09Estimate
10Approve
11Repair / claim
12Reinspect & close
Enterprise capability stack
Inspection depth for real automotive operations.
Support routine checks and complex inspection programs without separating evidence, AI findings, approvals and vehicle lifecycle context.
Guided capture & quality
Inspection templates, required views, image/video quality checks, remote capture and offline-aware field workflows.
Vehicle identity intelligence
VIN, registration plate and odometer OCR/validation with mismatch, duplication and anomaly escalation.
Damage & severity assistance
AI-assisted component identification, damage classification, severity support and before/after comparison for reviewers.
Tyres, wheels, glass & interior
Structured inspection of wear, damage and condition across commonly disputed or safety-relevant areas.
Mechanical, OBD, EV & hybrid
Mechanical observations, diagnostics context, warning lights and electric/hybrid inspection support within governed workflows.
Repair & cost intelligence
Link findings to repair recommendations, estimate inputs, review, approval and post-repair verification.
Fraud & evidence integrity
Evidence hashes, anomaly signals, duplicated-media controls, capture metadata and chain-of-custody lineage.
Condition score & passport
Create a durable condition record for acquisition, sale, lease, rental, fleet, insurance and service decisions.
Claims & dispute support
Preserve before/after evidence, review decisions, estimates and approval lineage for claims, disputes and exceptions.
Remote self-inspection
Controlled customer or driver capture journeys with expiry, evidence validation and reviewer escalation.
Templates, rules & workflows
Standardise inspection programs by vehicle class, business process, jurisdiction, client or operating model.
Analytics & operational control
Track queues, SLA exceptions, inspection quality, findings, reviewer load, damage patterns and reinspection outcomes.
Operational use cases
One inspection platform across the vehicle lifecycle.
Acquisition, intake & certified condition
Standardise trade-in, acquisition, stock intake, certified pre-owned, delivery and disposal inspections with evidence attached to the Auto360 vehicle record.
Lifecycle & return inspections
Track condition across assignment, maintenance, incident, return, disposal and fleet handover workflows.
Claims evidence & assessment support
Capture damage, preserve evidence integrity, support reviewer analysis and connect approved outcomes into controlled downstream processes.
Check-out, check-in & damage attribution
Compare condition before and after usage, support disputes and separate captured evidence from final reviewer decisions.
Pre-repair and post-repair quality
Link inspection findings to estimates, repair tasks, verification evidence, reinspection and customer-ready closure.
Vehicle custody & delivery condition
Document condition at yards, ports, transfers, transport handovers and final delivery with timestamped evidence and responsible-party context.
Evidence & AI governance
AI assists the inspection. It does not own the decision.
Human-in-the-loop controls
Authority remains explicit.
Material condition, estimate, claim, release and financial decisions remain governed by server-side permissions, resource scope and approval controls.
Human review required for high-risk AI findings
Maker/checker separation for controlled approvals
Recent MFA can be enforced for privileged actions
Tenant, client, site, vehicle and inspection scope isolation
AI cannot independently release a vehicle, authorise payment or post accounting entries
Evidence chain
Defensible inspection lineage
1
Capture provenanceMedia, timestamps, capture context and required inspection fields.
2
Integrity validationEvidence hashes, required-angle/quality checks and identity verification.
3
AI finding lineageModel-assisted observations remain distinguishable from human-confirmed findings.
4
Reviewer decisionReviewer identity, rationale, exceptions and approval status stay linked.
5
Lifecycle outcomeReport, estimate, claim/repair disposition, reinspection and closure remain traceable.
Role-aware operations
The right workspace for each inspection responsibility.
AutoInspection360 is designed for separation of duties rather than one oversized inspection role.
Inspection Operations ManagerQueues, SLA, assignment, exceptions and operational oversight.
Scheduler / DispatcherPlanning, assignment and inspection logistics.
InspectorGuided evidence capture, findings and field execution.
Senior InspectorComplex inspection review and technical escalation.
AI ReviewerValidate or reject AI-assisted findings before downstream use.
Technical ReviewerMechanical, damage and condition adjudication.
Estimate / Repair OfficerConvert approved findings into repair and estimate workflows.
ApproverGovern controlled dispositions under maker/checker rules.
Claims OfficerUse evidence and findings in insurance or damage-claim workflows.
Fleet / Dealer ManagerVehicle lifecycle and business-unit decision context.
Fraud InvestigatorReview anomalies, duplicated evidence and integrity signals.
Auditor / ComplianceRead controlled audit, evidence and governance records.
Connected Numerish platform
Inspection intelligence where the vehicle already lives.
AutoInspection360 depends on Auto360 and connects to shared Numerish platform services rather than recreating parallel identity, notification, document, payment or accounting engines.
Auto360 add-on
Bring governed inspection intelligence into the vehicle lifecycle.
See how AutoInspection360 can extend your Numerish Auto360 operating model with controlled evidence capture, AI-assisted analysis, human review, repair decisions and condition history.