2026 Fixed Ops and Ownership Study ↗
Research released in April 2026 drawing on the 2025 Fixed Ops and Ownership Study. It examines service experiences, customer retention, scheduling, and the relationship between service and future purchases.
Automobile / Business Systems Engineering
The customer journey should not reset when the work moves from sales to service.
This research area currently focuses on automotive retail and dealership operations, especially the handoff from vehicle inquiry and purchase to first service, ongoing maintenance, and customer follow-up. It does not claim to cover every part of automotive manufacturing, distribution, or finance.
Research in progress
Research is in progress. This page shares our current research direction and operating questions, not published findings or established sector expertise.
01 / Research context
Sources currently informing our questions.
The references below are helping shape the questions we are investigating around dealership sales-to-service handoffs, service access, and operating visibility. Findings from a particular survey or dealer group should not be generalized to every retailer.
NADA Data — 2026 Mid-Year Report ↗
Industry operating and financial context for U.S. franchised dealerships, including vehicle sales and repair-order activity. It is not a study of every dealership's internal workflow quality.
02 / Operating flow to map
Follow the work from first request to operational review.
This is a starting framework for discovery. It must be tested against the organization's actual roles, systems, controls, and customer expectations.
Capture a vehicle inquiry
A prospective buyer contacts the dealership through a website, third-party marketplace, phone call, walk-in, or referral.
Qualify and coordinate the sales process
A salesperson confirms the customer's requirements, vehicle interest, availability, appointment, and next action.
Complete purchase and delivery handoff
Approved sales, finance, documentation, and delivery steps are completed, with relevant customer and vehicle context prepared for after-sales teams.
Schedule and deliver service
Service requests, maintenance appointments, estimates, approvals, parts dependencies, and customer updates move through the service workflow.
Maintain ownership and retention
The dealership coordinates reminders, unresolved work, customer follow-up, and relevant future sales or service conversations under approved policies.
03 / Patterns to investigate
Where operational friction may appear.
These are working hypotheses and diagnostic prompts, not claims about every organization in this industry.
The sales-to-service handoff is incomplete
A vehicle sale may close without a clear introduction, first service appointment, or transfer of relevant customer preferences and vehicle details to the service team.
Question to test: At delivery, which customer and vehicle details are transferred, who owns the first service contact, and how is completion recorded?
Service appointment requests are difficult to coordinate
Phone, website, and in-person requests may follow different paths. Capacity, advisor availability, parts, vehicle requirements, and customer preferences need to be reconciled before confirming a slot.
Question to test: Can staff see the request channel, appointment status, required capacity, customer confirmation, and any unresolved dependency?
Customer and vehicle history is split between teams
Sales, finance, service, parts, and customer communication systems may each hold different pieces of the relationship. Access and synchronization need to follow policy and system permissions.
Question to test: Which system is authoritative for customer identity, vehicle details, service history, communication preferences, and next action?
Open service work loses follow-up context
Estimates awaiting approval, parts delays, declined work, or post-service questions may need separate owners and communication steps. A status alone may not explain the next action.
Question to test: For every open repair order or service request, can an authorized person see its owner, blocker, customer update, and next due action?
04 / Possible systems opportunities
Potential responses, only after diagnosis.
Technology should support an approved operating process. It should not replace required professional judgment, control, or accountability.
Sales-to-service transition workflow
Define the delivery checklist, approved customer and vehicle information, service-team introduction, first appointment, and accountable owner.
Consider when: Consider when the dealership wants a repeatable handoff and can agree which data should transfer between sales and service.
Service request and appointment coordination
Bring request status, appointment availability, advisor ownership, customer confirmation, and exceptions into a clear operational process.
Consider when: Consider when scheduling requests cross channels or teams and the existing scheduling platform supports the required interfaces.
Customer and vehicle context integration
Connect approved CRM, dealer management, and service records where supported, with clear source-of-truth rules and permission boundaries.
Consider when: Consider only after integration capabilities, data rights, vendor terms, identity matching, and access controls are verified.
Service follow-up and operational visibility
Track unresolved estimates, parts dependencies, completed work, customer communications, and agreed retention measures.
Consider when: Consider when open work is hard to prioritize or managers must assemble status reports manually.
05 / Discovery questions
Questions to answer before proposing a system.
These questions establish scope, accountability, information boundaries, and the conditions any proposed change must respect.
01
Which automotive business model is in scope: franchised dealership, independent dealer, repair group, or another operator?
02
How does a sales inquiry move from first contact through appointment, purchase, and delivery?
03
What information should move from sales and delivery to service, and what should remain separate?
04
Which systems are authoritative for customer, vehicle, inventory, repair-order, and communication records?
05
How are open estimates, parts delays, declined work, and post-service follow-ups assigned?
06
Which integrations are supported by the current DMS, CRM, scheduling, and service platforms?
06 / Measures to consider
Establish a baseline before setting targets.
These are candidate operational measures. Their definitions, data sources, and suitability must be agreed with the organization.
Automobile remains a research-in-progress area for CodeLixi. This page currently focuses on automotive retail and dealership workflows; it is not a published automotive Problem Brief, a claim of established sector expertise, or a customer case study. Any systems proposal depends on the dealer's operating model, existing DMS and CRM capabilities, manufacturer requirements, data permissions, vendor interfaces, customer communication rules, and an agreed baseline.
07 / Related CodeLixi capabilities
Systems work should follow the verified problem.
Research status
The detailed Problem Brief is not published yet.
We will publish a structured brief when the research is deeper and its scope, sources, and limitations have been reviewed. Until then, this page remains a research framework rather than a set of published findings.