Manufacturing and Mobility
AI-Native Agency for Automotive
We design, build, and run AI-native workflows for OEMs, dealer groups, mobility operators, parts distributors, and aftersales leaders. Every engagement is scoped, priced, and shipped end-to-end by our team. Below is the catalogue of automotive engagements we deliver, grouped by the outcome they target.
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
Core systems we integrate
DMS, CRM, ERP, service systems, inventory platforms
Risk lens we govern
safety claims, financing compliance, customer data, warranty accuracy, and dealer coordination
KPIs we report against
lead-to-sale conversion, service retention, inventory days, warranty cycle time, and parts fill rate
How we run a Automotive engagement
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
Automotive engagements we deliver
Each engagement page below describes a scoped workflow with pricing, controls, and the KPIs we commit to. Use the filter to narrow by company size.
25 engagements
Customer Experience
Customer Service Automation
reduce support volume while improving response quality for automotive.
Revenue & Growth
Sales Prospecting
build qualified pipeline without adding linear SDR headcount for automotive.
Revenue & Growth
Lead Qualification
separate serious buyers from noise faster for automotive.
Revenue & Growth
Content Marketing
publish better expert content at a higher cadence for automotive.
Revenue & Growth
SEO Landing Pages
capture long-tail demand with useful pages at scale for automotive.
Revenue & Growth
Paid Media Operations
improve campaign learning speed and creative throughput for automotive.
Revenue & Growth
Lifecycle Marketing
increase retention and expansion through personalized journeys for automotive.
Revenue & Growth
Revenue Operations
make revenue data cleaner, faster, and easier to act on for automotive.
Operations & Throughput
Finance Back Office
reduce manual finance work without losing control for automotive.
Operations & Throughput
Procurement Automation
buy faster while improving supplier discipline for automotive.
Operations & Throughput
Supply Chain Planning
make demand, inventory, and exception decisions more proactive for automotive.
Customer Experience
Field Service
increase field productivity and reduce repeat visits for automotive.
Risk & Compliance
Compliance Operations
turn regulatory work into a traceable operating system for automotive.
Operations & Throughput
Document Processing
extract meaning from documents at scale for automotive.
Risk & Compliance
Contract Review
speed up legal and commercial review while protecting standards for automotive.
Operations & Throughput
HR Employee Support
answer employee questions consistently and reduce HR ticket load for automotive.
Operations & Throughput
Recruiting Operations
increase recruiter capacity without sacrificing candidate quality for automotive.
Knowledge & Insight
Training and Enablement
make teams productive faster with adaptive learning for automotive.
Knowledge & Insight
Knowledge Management
make institutional knowledge searchable and actionable for automotive.
Knowledge & Insight
Data Analytics
turn raw data into faster operational decisions for automotive.
Risk & Compliance
Quality Assurance
detect quality issues earlier and standardize review for automotive.
Knowledge & Insight
Executive Reporting
give leadership clearer operating visibility with less manual reporting for automotive.
Knowledge & Insight
Product Operations
connect feedback, roadmap, launch, and support data for automotive.
Customer Experience
Personalized Onboarding
help new customers reach value faster for automotive.
Risk & Compliance
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for automotive.
Filtering is a guideline based on typical fit, not a hard rule. We ship engagements at every company size.
Adjacent industries
Start the engagement
Book a discovery call for Automotive
Tell us which workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.