by Dalpamon Inc.AI-native infrastructure for auto parts distributors
partsclub
AI Factory for Auto Parts
Why PartsClub
partsclubKorea's auto parts tradestill runs on KakaoTalk.
"My staff stares at KakaoTalk all day, just writing quotes."
"To check stock, I have to phone the warehouse."
"To find one part, I message five distributors."
Real distributors, real inventory.
The Problem
partsclubAlways-on demand.One-at-a-time hands.
Quotes, stock checks, VIN lookups, orders, AR — they arrive all day, in parallel. A human handles them sequentially.
Demand · all day, all channels
KakaoTalk quote requests
~50 / day
●●● ●● ●●●●● ●● ●●● ●●●●
Stock-check phone calls
~40 / day
●●● ●● ●●●●● ●● ●●● ●●●●
VIN · fitment lookups
~25 / day
●● ●●● ●● ●● ●●●
Order entry · Excel ↔ ERP
~20 / day
●● ●●● ●● ●● ●●●
AR ledger queries
~15 / day
● ●● ● ●● ●
The bottleneck
1
person handles all streams · 5–15 min per task · ~30–40 tasks done/day
Demand arrives in parallel · capacity is serial · backlog grows.
The only scaling lever today
+2× demand→+1 person
Linear cost. Linear ceiling. Margins compress with every new hire.
Architecture
partsclubOne platform.Four layers.
Step up as you grow. Each layer builds on the previous — same data model, no re-integration.
Layer 1
01
ERP Foundation
Inventory · Orders · Customers · Settlement.
Layer 2
02
AI Agents
4 agents — Quote · Inventory · Customer · Settlement.
Layer 3
03
Marketplace
National B2B network — distributors find parts across the whole industry.
Layer 4
04
Global Export
Slow-moving Korean stock listed and sold on eBay (global).
Layer 1 · ERP
partsclubStart where you are.Automate one layer at a time.
ERP Modules
- · Inventory mgmt
- · Order mgmt
- · Customer CRM
- · Auto settlement
AI Agents
- · Quote Agent
- · Inventory Agent
- · Customer Agent
- · Settlement Agent
Mobile App
- · Warehouse staff app
- · Sales staff app
- · KakaoTalk integration
- · Offline sync
Marketplace
- · B2B listings
- · Auto quote matching
- · Payments
- · Settlement
Implementation Process
Step 1
Discovery
1-2 weeks
Step 2
Layer 1 ERP
2-3 months
Step 3
Add Agents (L2)
+1 month
Step 4
Marketplace (L3)
ongoing
Layer 1 · Inventory
partsclubOne line per SKU.Everything you need to know.
| SKU | Part | Safe | Curr | Status |
|---|---|---|---|---|
| MEYLE-BP-F10 | Brake Pad · BMW F10 | 8 | 3 | |
| MAHLE-OF-W211 | Oil Filter · MB W211 | 12 | 10 | |
| BOSCH-WP-E90 | Wiper · BMW E90 | 6 | 18 | |
| LUK-CL-A4 | Clutch · Audi A4 | 4 | 12 | |
| BOSCH-DS-F30 | Brake Disc · BMW F30 | 6 | 2 | |
| MEYLE-CV-W164 | Control Arm · MB W164 | 5 | 5 |
Layer 1 · Settlement
partsclubNo morepaper AR ledger.
AR Aging by Customer
0-30d
₩28.4M
31-60d
₩12.1M
61-90d
₩4.2M
90d+
₩1.8M
| Customer | Outstanding | Oldest | Status |
|---|---|---|---|
| MEYLE 강남 | ₩4.2M | 92 days | |
| 벤츠전문 인천 | ₩2.8M | 54 days | |
| BMW 잠실 | ₩1.6M | 18 days | |
| Audi 강서 | ₩3.1M | 38 days |
Layer 2 · Quote Agent · In Development
partsclubAI handles the first quote,humans approve.
KakaoTalk · MEYLE 강남
[AI Draft]
BMW F10 520d (2012-2017) front pads · MEYLE OEM · ₩48,000 (excl. VAT) · 6 in stock. Send on confirm.Behind the scenes · agentic pipeline
CAPTURE
Screenshot → Claude Vision OCR extracts text
PARSE
Extract part request: vehicle, model, part type, urgency
ENRICH
VIN decode → chassis → OEM/aftermarket part number mapping
LOOKUP
Query SAP B1 / Ecount / Douzone for real-time stock
PRICE
Apply distributor tier policy + volume discount rules
DRAFT
Claude generates Korean response with all context
APPROVE & SEND
Human reviews → 1-tap approve → reply via KakaoTalk
30min → 3min
per quote turnaround
10×
quote volume per staff
100%
customer context in system, not heads
Layer 3 · Marketplace · Roadmap
partsclubThe entire industry,in one place.
L3 marketplace becomes the entry door. Once a distributor joins, the path to L1+L2 becomes the obvious next step.
For Buyers (Workshops)
Find any part. Any distributor.
One search across every member distributor's catalog. Quote requests fan out automatically.
For Sellers (Distributors)
Demand without ad spend.
Listed for free. Pay commission only on actual sales. Buyers come to you.
For Layer 1 Customers (Preferred Tier)
Preferred commission — 3–5% vs 10%.
Already a Layer 1 customer? Marketplace commission drops by half. The L1→L3 upgrade pays itself.
Layer 4 · Global Export · Roadmap
partsclubSlow-moving in Korea,wanted abroad.
Some parts move slowly in Korea — but a French workshop, Japanese hobbyist, or German fleet operator needs them. PartsClub routes that inventory to global marketplaces.
Korean Distributor Warehouse
₩0
Slow-moving · capital tied up
Peugeot 607 · JDM Lexus · EU-spec — no domestic buyer.
lists · ships · settles
eBay · Global Reach
Peugeot 607 RH Brake
$700
Niche-but-genuine OEM parts have global buyers — workshops, fleets, hobbyists.
Distributor
Idle stock → cash
PartsClub
Captures the spread
Global buyer
Finds the rare part
Why It Works
partsclubWorking with PartsClub,
operations get lighter.
Inventory You Can Trust
Real-time stock across every warehouse and SKU. Auto safety-stock alerts. (Layer 1 · Live with current customers)
Settlement Without the Mess
Auto-aggregated AR per customer. Month-end close in hours, not days. (Layer 1 · Live with current customers)
Quote Workflow Lighter
AI Quote Agent drafts KakaoTalk quotes; humans approve. Designed for distributors drowning in repeat quotes. (Layer 2 · In development, Q3 2026 target)
Differentiation
partsclubWhy PartsClub,not the alternatives.
KakaoTalk Native
Other ERPs treat KakaoTalk as a side integration. We are designing it as the primary channel. KakaoTalk screenshot → Claude Vision → structured quote draft is in development, targeting Q3 2026 rollout to existing Layer 1 customers.
Built for Auto Parts From Day One
VIN decoding, OEM/aftermarket distinction, vehicle compatibility, supplier hierarchies — pre-built into the data model. Other ERPs need months of custom fields to handle this; ours ships day one.
Human-Approves-Everything AI
Every AI-drafted quote, restock order, or settlement adjustment goes through human approval. Built for the trust + compliance reality of Korean B2B — no rogue AI sending bad quotes to your biggest customer.
One Data Model · Four Layers
L1 ERP, L2 AI agents, L3 marketplace, and L4 global export are built on one shared data model — by design. When L2–L4 ship, your L1 customer records, SKUs, and inventory plug in instantly. No second integration, no second migration.
Case Studies
partsclubReal customers,
real production wins.
Alles Auto
LIVEB2B/B2C marketplace + consumer app + ERP integration. PartsClub Layer 1 architecture in production with this customer.
Services
Forall Autoparts
LIVEB2B wholesale platform with AI semantic search and VIN-based parts matching. Same Layer 1 ERP foundation as Alles Auto.
Services
Auto Tech
LIVESelf-serve adoption of PartsClub Layer 1 ERP. Validates the productized stack works without hands-on Dalpamon implementation.
Services
Market Opportunity
partsclub300-400 Korean auto parts distributors.
We've started with the first.
The Market
300-400
Target distributors
10,000+
SKUs per distributor
<30%
Current ERP penetration
0
Vertical SaaS players
PartsClub Catalog Coverage
Vehicle Brands
Parts Manufacturers
* Brand and manufacturer names per PartsClub catalog. See Case Studies slide for signed customers and pipeline.
Get Started
partsclub
Built and operated by Dalpamon Inc.Ready to see PartsClub live?
Request a Demosimon@dalpamon.com · partsclub.kr
Download one-pager (PDF)© 2026 Dalpamon Inc.