P. PA-006

VehicleIQ — Automotive Intelligence

Vehicle valuation, photo-based condition assessment, fleet operations, dealer intelligence. Pakistan and Gulf market.

StatusMVP delivered StackPyTorch / FastAPI / Next.js 16 / Expo SDK 53 IntegrationREST + webhooks SLA99.9% / per-tier PricingSeat or volume

VehicleIQ is designed for procurement readers who need a defensible, auditable integration into the enterprise stack. The prototype below demonstrates the production surface — the same architecture that ships under SLA to paying customers.

Integration is REST-first with optional webhook delivery, per-tenant API keys, signed audit logs on every tool call, and a feature-flagged migration path that lets the buyer roll the deployment forward without downtime.

Compliance and security

Per-tenant data isolation. SHA-256 audit chain. Regional data residency. Secrets in HashiCorp Vault. SOC 2 control mapping documented per engagement.

Primary OperatorDomain practitioner WorkflowDaily operating surface ThroughputProduction-tuned TrainingUnder 1 hour onboarding

For the operator using VehicleIQ day-to-day, the prototype shows the actual workflow — the screens, the keyboard shortcuts, the integration points with the rest of the operator's stack.

Operator-grade UX: every primary action is reachable within two clicks, every input is validated client-side, every state transition is observable in the activity log, and every error has a clear recovery path.

Primary UserEnd user ChannelWeb + mobile FrictionMinimal OutcomeResolved in one session

For the consumer or end user, VehicleIQ is engineered to disappear behind the outcome. The prototype below mirrors the live experience.

Mobile-first interaction model, accessible contrast, cultural and linguistic fluency where the product serves Pakistani or Gulf audiences, and a clear value handoff in every session.

Live prototype

vehicleiq.ruksheibadat.com
Phoenix Group Prototype
Prototype is being prepared for showcase

This product's interactive prototype will be embedded directly into this page. To request an early walkthrough under NDA, open a conversation with Phoenix Group.

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CV
PyTorch + timm
Photo
Condition assessment
Fleet
Operations ledger
PK + Gulf
Market coverage
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