AI for Automotive

Sample Planning Sprint Pack

What the $5,000 Planning Sprint delivers.

A sample plan for Lotline, a fictional dealer CRM platform that wants AI beyond our existing modules. Two weeks, no build: where AI fits, what it depends on, and a fixed quote.

What you get

  • Where AI fits across your platform, with the dealer outcome, users and data for each
  • The prioritized capability map, with what each one depends on
  • The readiness review of your architecture, feeds, integrations and permissions
  • Cost-to-serve estimates per dealer, with the assumptions shown
  • The recommended first build: 2 to 3 capabilities and why they come first
  • A fixed-price quote to build it and take it to production; the $5,000 counts toward it

Illustrative demo on a fictional dealership. Not client work.

How the two weeks run

We plan with the people who know the platform.

About 2 to 3 hours a week from a product owner and an engineering lead. No build, no production access.

Week 1

  • Walk the platform with your product and engineering leads
  • Read what dealers ask for in renewals and support tickets
  • Interview two customer success leads about dealer requests

Week 2

  • Map the capabilities and review architecture, feeds, integrations and permissions
  • Estimate the cost to serve per dealer
  • Agree the first build with you and write the fixed quote

01 · Where AI fits

Every opportunity, tied to a dealer outcome.

Including capabilities our modules do not cover. Each one names who uses it and the data it needs.

Website shopper assistantShoppersInventory feeds, website pages
Drafted first replySalespeople, BDCCRM history, units viewed
Service lane upsellService advisersRepair orders, accessory catalog
Aging stock answersManagersInventory, market data

02 · Capability map

Now, next and later, with what each depends on.

Ordered by dealer value and by what your platform can support today.

Website shopper assistantNowInventory feeds already normalized
Drafted first replyNextLead de-duplication in the CRM
Service lane upsellLaterDMS repair order access

03 · Readiness review

Architecture, data and permissions, checked.

What is ready, what needs work, and what blocks a capability until it changes. Illustrative findings.

Findings

  • Three feed providers send prices in different fields; one mapping fixes all three.
  • Drafted replies wait on lead de-duplication; we would not start them before it exists.
  • Dealers may want AI off per rooftop; the plan includes that switch.
  • Open question for you: include the assistant in every plan, or sell it per rooftop?

04 · Recommended first build

Put a shopper assistant on live stock first.

Two capabilities that share the same feed data: inventory answers on the dealer's website, and leads into the CRM.

05 · Quote

A fixed price to build it and take it to production.

The fixed quote is in your Planning Sprint Pack, not on the site. If you go ahead, the $5,000 counts toward it; if you stop, the plan is yours.

Get a plan for your own platform.

Bring the AI questions your dealers are asking. In 30 minutes we agree what the Planning Sprint would map.

Calls run in US Central time. No generic AI presentation: we discuss your product, users and production constraints.