Chadha Labs / AI products for automotive
AI products for the automotive industry.
AI products and solutions for automotive businesses, proven on real businesses before they ever reach yours.
Built with
- Claude
- Anthropic
- OpenAI
- Cursor
- Vercel
- Google Cloud
Agents at work
Our products run on AI agents, around the clock.
> Launching agents on your catalog...
5 background agents launched
- fitment-agent→SKUs matched to vehicles · 2,412 SKUs✓
- catalog-agent→ACES/PIES normalized · 12,000 tokens✓
- edi-agent→856 ship notice sent✓
- feed-agent→feeds exported · 640 listings fixed✓
- returns-agent→returns reviewed, causes tagged✓
Activity
- catalog sync10.14.26 13:25Deployed ✓
- fitment index rebuild10.14.26 13:21Deployed ✓
- feed export · marketplaces10.14.26 13:12Deployed ✓
- edi poll · purchase orders10.14.26 13:10Deployed ✓
- price tier update10.14.26 12:58Deployed ✓
Always on
Fitment, catalog and EDI, handled by agents.
Your team stays in control.
Products
Built, tested and running on real businesses.
Now available to yours. Every product understands vehicles and parts the way an expert does: every component, every fitment, every part number.
eStore
Ecommerce platform for auto parts
The ecommerce platform that's obsessed with fitment.
A fitment engine wired into your store, so every shopper gets the part that fits. Year, make and model lookup up front, a clear fits or doesn't fit on every product, and fewer returns.
- Year, make and model lookup
- Fits or doesn't fit, on every product
- Fewer returns, more confident buyers
> search "brake pads 2021 F-150"
vehicle locked: 2021 Ford F-150 5.0L
- front pads→Fits ✓ · ceramic, front axle✓
- rear pads→Fits ✓ · rear axle✓
- pad + rotor kit→Fits ✓ · front kit✓
Wholesale
B2B wholesale platform
Running a national wholesale distributor's B2B site today.
A trade site built for how parts are bought in bulk: a hub for dealers and wholesalers, vehicle based part search and a full catalog, under your brand.
- Trade buyer hub and accounts
- Vehicle based part search
- Bulk ordering from a full catalog
> import bulk order · 4 lines
stock check running across warehouses
- line 1→48 in stock · tier 2 price · 48 qty✓
- line 2→120 in stock · tier 3 price · 120 qty✓
- line 3→24 in stock · ships today · 24 qty✓
WhiteLabelEDI
EDI platform
Live in production for a parts manufacturer.
Your own EDI, built around your business. White glove setup, your brand, no per document fees. Purchase orders, acknowledgments, ship notices and invoices, traded on each retailer's rules.
- X12 over AS2 with delivery receipts
- 850, 855, 856 and 810 handled
- New orders picked up every two minutes
> subscribe edi.events
connected · AS2
- event: 850→purchase order received✓
- event: 855→PO acknowledgment sent✓
- event: 810→invoice sent✓
Before and after
From spreadsheets to products that run themselves.
Running parts on spreadsheets
- !Wrong part shippedfitment mismatch
- !856 rejected by retailersegment error
- !Catalog upload failedthousands of row errors
- !Return rate climbingwrong vehicle
Running on Chadha Labs
How to use them
Three ways to put them to work.
- 01
Plug into your systems
Plug our products into your own systems and terminals through APIs and integrations. Your stack, our engine.
- 02
Run on our platform
Use eStore, Wholesale or WhiteLabelEDI as hosted platforms under your brand. We run it, you sell.
- 03
Custom, when you need it
Need something specific? We build custom solutions on the same technology.
About custom work
How we build
AI native, end to end.
We build with Claude Code and the best models every day, so what took teams months ships in weeks. Every product is proven in production before it reaches you, and your data stays yours.
From the founder
A note from Chetan
I've spent my career building and running automotive businesses, and the last few years building software with AI agents every day. Chadha Labs is where that comes together: products proven on real businesses, brought to the whole industry.
Chetan Chadha, Founder
FAQ
Questions, answered plainly.
What is Chadha Labs?
Chadha Labs builds AI products and solutions that automotive businesses put to work in their own operations. Every product is proven on real businesses before it is offered to others. The legal entity is The Chadha Group LLC, founded by Chetan Chadha.
What is eStore?
eStore is an ecommerce platform for auto parts sellers that is built around fitment. A fitment engine is wired into the store, so shoppers look up their year, make and model and every product shows whether it fits their vehicle.
What is WhiteLabelEDI?
WhiteLabelEDI is your own EDI, built around your business: white glove setup, your brand and no per document fees. It trades X12 purchase orders, acknowledgments, ship notices and invoices over AS2 on each retailer's rules, and it is live in production for a parts manufacturer.
How can my business use your products?
Three ways: plug a product into your own systems through APIs and integrations, run eStore, Wholesale or WhiteLabelEDI as a hosted platform under your brand, or ask us for a custom build. Request a meeting and we will walk you through the options.
Do you build custom software?
Yes, when you need something specific. Custom work is built on the same technology as our products, but our focus is the products and solutions we bring to the industry.
Get started
Put AI to work on every part, every listing and every order.
Start a project
Tell us what you want to build.
A few lines is plenty. We read every message and reply within one business day, usually with questions and a time to talk.
Prefer email? hello@chadhalabs.ai