AI developers

AI developers who already speak automotive.

Tired of explaining what a DMS is, how inventory gets from the feed to the website, or why every CRM names a lead differently? Our monthly AI developers start with that knowledge, plus the e-commerce side: catalogs, carts, payments and marketplaces.

What it knows

It knows how the systems connect

Vehicles and inventory

DMS records, inventory feeds and the providers between them, VIN decoding, pricing and photos, and how a vehicle ends up on a dealer website, a marketplace and an AI assistant at the same time.

Leads and customers

How lead and customer data differs across CRMs, how to map and normalize it, route it, dedupe it and keep consent and opt-outs intact.

E-commerce and payments

Catalogs, carts, checkout, subscriptions and payment providers, order and fulfillment flows, and the storefront analytics that tie spend to revenue.

Marketplaces and channels

Facebook Marketplace, CarGurus, Cars.com, Google and Meta ads, and the feeds, listings and attribution that run between them.

Voice, text and agents

AI that answers calls and texts, agents that co-browse and drive remote browsers, and MCP servers that let Claude and ChatGPT read live data. All of it is in our toolkit.

Your stack

Onboarding adds your codebase, business rules, conventions and access, so the developer works the way your team already does.

How it works

A teammate on your backlog

01. Define the work. Bring a backlog, a codebase or an integration problem. We agree scope, capacity and what done looks like.

02. Connect the context. We add your repository, rules and approved access to the automotive and e-commerce knowledge the developer already has.

03. Ship and review. Every task comes back as a tested pull request with notes. An engineer reviews and merges, and the scope grows as the wins stack up.

Give it real work

What clients hand it

Connect two systems

Push leads from a website into the CRM, sync inventory to a marketplace, or pull DMS sales into a report.

Build a feature

A payment calculator, a trade-in form, a VDP upgrade, a checkout step or an internal tool your managers asked for.

Fix what is broken

Duplicate vehicles, dropped leads, a feed that stopped updating, a slow page, a failing job.

What is included

A monthly developer with a clear job

  • A dedicated AI developer on your backlog
  • Onboarding to your codebase, rules and access
  • Automotive and e-commerce domain knowledge
  • The Farm: sandboxes, tests, cross-model review
  • Included model usage, no surprise bills
  • A named engineer who reviews and merges
  • Weekly delivery notes with test evidence
  • Clean handoff, and you own the code

AI developers FAQ

What is a monthly AI developer?+

A dedicated AI developer assigned to your backlog for a monthly fee. You send it work the way you would a teammate: a feature, an integration, a bug. It ships a tested, reviewable change, and a Creative Code engineer reviews and merges it.

What does it know on day one?+

How automotive and e-commerce systems fit together: DMS and CRM records, inventory feeds and how vehicles reach a dealer website, lead routing, marketplaces like Facebook Marketplace, CarGurus and Cars.com, payments, product catalogs, carts and order flows, plus the integration patterns we already run in production. Onboarding adds your codebase, business rules and access.

How is the work checked?+

Every change runs through the Farm: a fresh sandbox per task, the failing test written first, lint, types and tests on every change, a second AI model from a different family reviewing the diff, security scans, and an engineer who approves what ships.

Can it work in our tools?+

Yes. It works in your repository, your issue tracker and your team chat, opens pull requests through your normal review process, and uses the system access you grant for the project.

Can we combine AI and human developers?+

Yes. Most clients pair an AI developer with a Forward Deployed Engineer, who owns architecture, product decisions and releases while the AI developer clears the backlog.

What does it cost?+

A monthly plan sized by capacity, included model usage and the review and support level you need. Tell us about your backlog and we will propose a plan.

Get an AI developer

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