Automotive & Mobility

Deploy JaiCode into automotive software missions where retail velocity, aftersales content, and homologation evidence meet GenAI—without big-bang rewrites of living OEM stacks.

Connected vehicle services, dealer digital retail, aftersales tooling, and homologation evidence sit under one pressure: ship software that customers feel and regulators can audit. Generative speed helps only when Plan, path grants, and Agent Review keep every cut inside real safety, inventory, and compliance boundaries—not chat dumps into dealer or vehicle systems.

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Missions

Challenge → Platform → FDE → Outcome

↳Connected vehicle services modernization

Challenge: OEM digital services lagged customer expectations—remote climate, digital key, subscription entitlements—while legacy stacks made big-bang rewrites unacceptable. Teams needed modern slices that could land beside existing services without unbounded agent access to vehicle or customer stores.
Platform: Ask/Explore mapping of as-is services; context packs and path grants; Plan strangler cuts; Build thin modern slices; Agent Review before every drop. Multi-model BYOK under OEM security policy.
FDE: FDEs Align with product and platform leads, Prove a thin connected-service slice, Ship under Align → Prove → Ship with enablement so client eng keep Plan and Review after the embed.
Outcome: Modernized service path with bounded risk, faster gated releases, and a cadence the OEM team could keep without a permanent vendor ticket factory.

↳Dealer digital retail / configure-to-order MLP

Challenge: Dealer digital retail needed a configure-to-order MLP—not slideware—under inventory, financing, and brand-rules constraints. Assistant-generated UI without scope lock produced rework and brittle handoffs to inventory systems.
Platform: software_dev pack on JaiCode; Design Mode/Browser for UX validation; Plan unlock before Build; multi-model BYOK for long-context spec vs iteration speed.
FDE: Embedded squad co-owned backlog with retail and eng leads; Agents Window standups; Agent Review as the merge gate with shared disposition for leads.
Outcome: Shippable C2O slice with less rework after Plan and a review practice retail and engineering could run together.

↳Aftersales diagnostic tooling & service-content factory

Challenge: Aftersales needed diagnostic tooling and service-content velocity without unreviewed generative dumps into dealer systems or manuals that failed technician trust.
Platform: Context packs from service manuals and code; Ask research; Plan for content/tooling scope; Agent Review on every generative cut before content advanced.
FDE: FDEs ran Develop/Review/Fix loops with aftersales stakeholders and transferred a content-factory practice tied to Definition of Done.
Outcome: Faster gated content and tooling loops with evidence attached before advance—and fewer unreviewed assets in the dealer path.

↳Homologation evidence for software changes

Challenge: Software changes needed homologation-ready evidence. Generative speed could not skip traceability; silent merges and missing plan history were unacceptable under audit pressure.
Platform: Plan approvals, companion history for stakeholder review, acceptance evidence attached to stories, path grants away from unsafe stores.
FDE: FDEs installed Definition of Done that includes Plan approval, Review disposition, and evidence packs before ship.
Outcome: Evidence-backed releases with bounded risk and audit-friendly generative history regulators and internal quality could inspect.

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