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  4. /Chain Pack 0154

⚡ Chain Pack 0154

Chain Pack 0154 helps teams with planning, supplier sync, and inventory.

Supply chainManufacturing

Build time

5-15 days

Difficulty

Intermediate

For

Supply chain teams

Problem

  • The work still depends on a few people and is hard to repeat.
  • Context is scattered across tools, so handoffs drop details.

Solution

  • Map the workflow
  • Connect the data
  • Produce a result
  • Review with a person

Workflow

  1. 01Take the input
  2. 02Understand the goal
  3. 03Call tools
  4. 04Produce a result

Architecture

Input

Business goal, Existing material, Constraints

Agent

Chain Pack 0154

Tools

ERP, APS

Output

Findings

Implementation: LLM + Tool Calling

Input

  • Business goal
  • Existing material
  • Constraints

Output

  • Findings
  • Next steps
  • A draft a person can edit

Stack

  • LLM
  • Prompt
  • Tool Calling
  • CRM

API

  • ERP
  • APS

Estimate

Reference range ¥15,000 - ¥50,000. This estimate follows the current scope and changes with how deep the integrations go. It is not a market list price.

FAQ

Who is Chain Pack 0154 for?

Teams that need help with planning, supplier sync, and inventory.

How long does it take?

A reference timeline is 5-15 days. It changes with how many systems you connect.

Want to ship this?

Leave your contact and we will shape a plan around your constraints.

Related cases

Supply chain

✦Chain Core 01

Write-up

Chain Core 01 helps teams with planning, supplier sync, and inventory.

Supply chainManufacturing
Stack
LLM · Prompt
Time / difficulty
15-40 days · Complex
View case

Supply chain

✦Chain Core 02

Write-up

Chain Core 02 helps teams with planning, supplier sync, and inventory.

Supply chainManufacturing
Stack
LLM · Prompt
Time / difficulty
5-15 days · Intermediate
View case

Supply chain

✦Chain Core 03

Write-up

Chain Core 03 helps teams with planning, supplier sync, and inventory.

Supply chainManufacturing
Stack
LLM · Prompt
Time / difficulty
5-15 days · Intermediate
View case

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