AI for Automotive

Sample Build Sprint Pack

What the $10,000 Build Sprint delivers.

A sample Build Sprint Pack for Lotly on Lotline, a fictional dealer platform. Three weeks: one dealer outcome working in staging, with the evidence to decide on production.

What you get

  • One dealer outcome working in your staging, behind a feature flag
  • Pull requests to your repository, reviewed by your engineers
  • Quality and safety evals against the bar you agreed
  • The cost per dealer on two models, and a packaging recommendation
  • A fixed-price quote for production; the $10,000 counts toward it

Illustrative demo on a fictional dealership. Not client work.

The outcome

Shoppers find a unit that fits and become a lead.

Three related capabilities, built in your repository on test inventory and synthetic shoppers, behind a feature flag.

Built in the Sprint

  • Inventory search on one dealer's feed, re-indexed hourly
  • Fit explanations, with towing and payment by tools
  • Leads and conversations into your CRM

How the three weeks run

  • Week 1: feeds mapped, eval set agreed with your reviewer
  • Week 2: capabilities built as pull requests to your repo
  • Week 3: evals, cost to serve, the Sprint Pack and the quote

01 · Evals

Quality measured on your eval set.

Illustrative results on a fictional product.

Units offered that are in the feed50 of 50100%
Towing checks correct30 of 30100%
Shoppers who asked for a visit sent to the CRM18 of 18100%
Another dealer's units returned0 of 30 attempts0

02 · Cost to serve

A cost per dealer before you price it.

Compared on two models, with the assumptions shown. Your figures come from your own traffic.

03 · Packaging

Include it, or sell it per rooftop.

A recommendation from the cost per dealer and what your dealers said in the Sprint.

04 · Quote

A fixed price to take it to production.

The fixed quote is in your Sprint Pack. If you go ahead, the $10,000 counts toward it; if you stop, you keep what we built.

See what a Build Sprint would deliver on your platform.

Bring the outcome your dealers ask for. In 30 minutes we agree whether a module fits and what the Sprint would build.

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