Prompt Cards

Modest supply adds keep Brent ~mid-60s; EIA projects $51 average in 2026. Action: renegotiate fuel surcharges and freight contracts; extend downside-price collars; time inventory builds for shoulder season.

Japan stays at 0.50% near term; Q4 hike probability remains. Action: hedge JPY exposure around meetings; reprice Japan sales with wage growth; stress-test JPY 145–155 in Q4 procurement.

Lower funding costs likely; a de-facto higher target would normalize 2.5–3.5% CPI bands. Action: pull forward refinancings; prefer fixed over floating where spreads allow; re-underwrite demand at a 3% inflation base case.

Deploy LPA across lines. Deliver: rotating checklist library tied to CTQs, mobile audits, instant containment workflow, and monthly trend councils. KPIs: escape rate ↓, audit closure ↑. Output: schedule generator, heatmap, coaching plan.

Design a digital twin of the yard and transport to dealers. Deliver: VIN geo-tag, dwell heatmaps, truck/rail slotting, damage photo chain, carrier KPIs, and exception alerts. KPIs: dwell ↓, damage %, on-time delivery ↑. Output: data schema, dashboards, carrier scorecards.

Plan an ergonomics and machinery safety uplift. Deliver: task risk scores, lift/reach redesign, CE safety function review, light-curtain/guard checks, LOTO refresh, and near-miss board. KPIs: strain reports ↓, line stops ↓. Output: red-tag list, retrofit plan, toolbox talks.

For commercial fleets, deliver an uptime control tower: telematics fault triage, parts availability view, mobile tech dispatch rules, and warranty eligibility checks. KPIs: breakdowns/1k miles, dwell time, parts SLA. Output: dashboards, playbooks, dealer integration plan.

Build a 60-minute accessory install flow (dash cams, ETC, mats) for dealerships. Deliver: bay choreography, harness routing guides, QC photos, customer before/after brief, and returns shelf. KPIs: upsell conversion, cycle time, rework. Output: SOP cards, pricing matrix, micro-training videos plan.

Create a plan for battery traceability and end-of-life handling. Deliver: data model (serial, chemistry, lifecycle events), supplier data handshake, pack swap procedures (non-OEM specific), recycling partners list schema, and customer disclosures. KPIs: trace coverage, recovery rate. Output: dashboards, audit kit.

Design a workshop process respecting security-related repair access. Deliver: identity checks, role-based tool access, audit trail, key programming room layout, customer authorization flow, and data minimization. KPIs: audit passes, time-to-grant ↓. Output: SOPs, training bites, signage pack.

Prepare a test readiness pack for WLTP and EOBD. Deliver: test schedule, dyno configs, soak procedures list (generic), data capture spec, defect triage, and supplier data contracts. KPIs: test repeatability, re-run rate. Output: templates, lab interface guide, sign-off gates.

Act as cybersecurity lead. Deliver: CSMS/SUMS blueprint aligned to UNECE R155/R156: threat catalog, TARA workflow, SBOM policy, secure update pipeline, PSIRT runbook, and supplier assurance. KPIs: vuln MTTR, update success, audit findings. Output: evidence index, training deck.