AI for Automotive

Fitly by Datics AI

Only the accessories and packages that fit the unit on the screen.

Shoppers and service advisers see only accessories and packages that fit the unit in front of them, from one catalog matched by make and model, ready to quote and invoice.

Built into your codebase and shipped under your name, on an engine we license to you.

pinecrestrv.example/units/2025-fernwood-28bh

Pinecrest RV and Marine · Fitly

Demo

We just bought the Fernwood 28BH. What do we need for our first camping trip?

Package waiting for the service adviser

  • 3 accessories, each matched to this make and model
  • Fitting before pickup on Saturday
  • Quoted only after the adviser confirms

Unit from today's feedFit from the catalogAdviser confirms the quote

Try it step by step

Illustrative demo on a fictional dealership. Not client work.

Try it step by step

Fitly on a fictional dealer.

Pinecrest RV and Marine (fictional). Step through the conversation, then see what Fitly hands back, the way your Build Sprint would build it on synthetic data.

pinecrestrv.example/units/2025-fernwood-28bh

Pinecrest RV and Marine · Fitly

Demo
  • We just bought the Fernwood 28BH. What do we need for our first camping trip?

Step 1 of 5

Illustrative demo on a fictional dealership. Not client work.

What it hands back

pinecrestrv.example/units/2025-fernwood-28bh

Accessory package · Draft

Pinecrest RV and Marine · 2025 Fernwood 28BH

Fitly
Unit
2025 Fernwood 28BH · sold, pickup Saturday
Done
Hitch
Weight distribution · rated above 5,400 lb GVWR
Done
Leveling blocks
Set of 10 · fits any towable
Done
Surge protector
30 amp · matches the unit's shore power
Done
Awning light
No catalog match for this model · not offered
Check
Quote
Waiting for the service adviser
Waiting

Fit comes from the catalog by make and model, never from a guess. The adviser confirms every package.

Illustrative demo on a fictional dealership. Not client work.

What it does

What Fitly can do.

One normalized catalog of accessories matched to each unit by make and model, offered as one button on dealer pages and as packages the service adviser can quote and invoice.

One fitment catalog

Supplier catalogs normalized into one, matched to units by make and model.

Same maker only

Matching stays within the vehicle's maker, by text similarity, with no generative guessing.

One button on dealer pages

Offers appear on listing pages without changing the dealer's site templates.

Packages and invoices

Advisers build packages from inventory, invoice them and see profit per deal.

How it works

Catalog collection is kept apart from matching: crawlers and feeds fill one catalog, matching works on that catalog, and the dealer page only shows a button.

Built on a fitment catalog we designed for dealer websites and a package and invoicing platform we delivered for RV dealers.

Apex

Dealer websites · Accessory fitment

A dealer plugin designed to offer only accessories that fit the listed vehicle

Fitment sat on many maker sites in free text; we crawled it into one catalog and designed a one button plugin to match it to listings.

Data foundationIntegrations
Read case study

Coast Technology

Dealer groups · Packages and invoicing

RV dealers build add-on packages, invoice them and see profit per deal

Advisers needed packages built from inventory and invoiced through financing. Now one platform does both and shows profit per deal.

Data foundationPermission-awareMulti-tenant
Read case study

Coast Technology

Dealer websites · AI sales assistant

RV shoppers get units from live stock, with towing fit computed, not guessed

Dealer sites offered static forms and filters. Now shoppers ask in plain words and get real units from the hourly feed, with the reason each one fits.

AI-native productAgentic workflowsProduction AI
Read case study

Why it sells

What Fitly does for your business.

What your dealers get, and what it does for your renewals and pricing.

Revenue on every unit

Add-ons that fit sell, and they carry margin.

Fewer wrong-fit returns

Only parts that fit the unit are offered, so fewer orders come back.

Service lane revenue

Advisers quote packages from the same catalog, with profit per deal in view.

Controls

What Fitly touches, and who approves.

Your dealers' data is not used to train models for anyone else and stays in your cloud. Built and tested on synthetic or test data.

  • Who uses it

    Shoppers, service and camping advisers, managers

  • What it connects to

    Supplier catalogs, dealer listing pages and your invoicing

  • What a person approves

    Advisers confirm every package before it is quoted

  • Switch per dealer

    On or off for each dealer, with data settings their admins control.

See all controls and how we handle dealer and shopper data

How to get it

Two steps to a finished Fitly.

Start with a three-week Build Sprint. Add more only if you want it.

  1. First · Build Sprint · $10,000 fixed

    Shoppers see only accessories that fit the unit

    • One fitment catalog
    • Same maker only
    • One button on dealer pages
    • In your staging, behind a feature flag
    • Delivered as pull requests
    • A test set your team reviews
    1. Week 1Setup
    2. Weeks 2 to 3Build
    3. You getFitly in your staging and a fixed production quote
    Your time
    About 2 to 3 hours a week from a product owner
    Data
    Synthetic or test data, never your dealers' customers
    The fee
    Counts toward production
  2. Then · Live in production

    A finished product, yours to run

    • Fixed quote
    • Tested before launch
    • Switch per dealer
    • A finished, working Fitly in your product
    • Runs in your cloud, under your name
    • Fixed quote, agreed before we start
  3. Optional · Add more later

    Only if you want it

    More of Fitly:

    • Packages and invoices

    Another module:

    • Each one quoted on its own
    • Nothing ongoing unless you ask

Already built or tried AI? Get it scored with the AI Scorecard. Need something else? Start with a Planning Sprint.

FAQ

Questions about Fitly.

Does a model guess which parts fit?

No. Fitment comes from the catalog, matched by make and model within the same maker; there is no generative guessing.

Can advisers change a package?

Yes. Advisers add or remove items and confirm every package before it is quoted or invoiced.

See Fitly on your own product.

Bring your product and one workflow. In 30 minutes we look at where Fitly fits, what it would cost to serve and what your dealers' security review will ask.

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