Your OEM price is locked. Your cost isn't. Know which parts are underwater, before month-end.
Your blended margin hides the parts that are bleeding. We show you each one, on your own numbers, in about ten seconds.
Month-end, and margin slipped again.
The promoter asks which product, which customer. All you can prove is "steel is up." You suspect a few specific parts, but you cannot point to them, so the meeting moves on.
One part, quoted before steel moved, has shipped below cost for months.
Thousands of pieces, and the blended margin signed off on it every single month.
Find it by hand weeks later, and the OEM will not reopen price.
You carry the loss. A 1 percent swing is ₹50 lakh to ₹3 crore$60,000 to $360,000 a year for a company your size, carried, not recovered. Every month you do not look, another month is signed off.
expects auto-component operating margins to fall to 10.5 to 11 percent this year, from 12 percent. The parts dragging you down stay invisible until someone looks part by part.
You cannot fix what the blend hides. But the moment you can see it, the leak becomes leverage.
You stop discovering losses. You start deciding on them.
Every part's real cost against its quoted price, worst first. No more "steel is up" at the review.
The exact OEM pass-through, in your own data, ready to take into your next price review.
A ranked list of parts to re-quote, re-engineer, or drop, and what each is costing you every month.
The leak becomes leverage.
Claim your founding teardownWatch the leak surface, before you share a single number.
A live teardown on a fictional maker: a steel spike quietly pushed several parts below cost, and the blend hid every one. See exactly what the call produces, worst-first, red where it bleeds.
Open the demo- Blended margin11.3 percent
- Parts below cost6 of 41
- Hidden by the blendyes
- Time to spot each one10 secondsnot 40 days at month-end
Start with one free call. Founding clients get the full teardown.
The call is a live taste, run on the three parts you most suspect. Founding clients then get the full two-week teardown at no fee, every part joined from your ERP and costing data, in exchange for feedback and one reference. Only 3 founding spots left, and they close the moment we have our first reference logos.
The free 60-minute callThe three you most suspect are quietly losing money. Your numbers, or a worked example if you would rather not share yet.
We put each one against today's steel and aluminium rates on the call. You see which are underwater right now, and the rupee-per-month each is bleeding.
You leave knowing something specific either way. No cost, nothing to install, no commitment.
- The exact OEM pass-through number for your next price review, in your own data, not "steel is up"
- A ranked hit list: which parts to re-quote, re-engineer, or drop, and what each costs you per month
- One clear picture: your ERP, costing and purchase data joined, real cost versus quote, by part and customer, worst first
- Two weeks, free for founding clients. Money-back once it becomes a paid tier
We scope and confirm the fit on the free call before any work begins.
I spent years building data and costing systems that turn messy ERP and spreadsheet data into numbers a finance team can trust. The margin insight is simple: standard cost sits in your ERP, actual cost lives in Excel and production logs, and the gap between them is where parts go underwater without anyone seeing it.
MLDeep is new in the auto-component sector, so I am running the first teardowns free: founding clients get the full result at no fee, and their numbers become the references every later client trusts. That is the whole trade.
Find the parts that are bleeding you.
Bring your three worst-suspected parts. We run them live against today's rates, and you leave knowing which are underwater. Only 3 founding spots left.
Claim your founding teardownNo cost, nothing to install. Your numbers, or a worked example if you would rather not share yet.
Once the margin picture is trusted, the natural next step is a full AI Stack Audit (₹6 to 8 lakh$10,000), which tests your wider data and systems for AI. That is a separate engagement. Start with the free teardown first. Read about the AI Stack Audit.