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ai-bpo-proposal-generator

Generate bilingual AI-BPO proposals with ROI and roadmap from JSON artifacts.

5|4|Updated Nov 9, 2025
Search Tags:#generate#roi analysis#service selection#implementation roadmap#bpo proposal#bilingual document#outsourcing pricing
One-click install
npx skills add https://github.com/takusaotome/claude-skills-library --skill ai-bpo-proposal-generator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-bpo-proposal-generator
Source: https://github.com/takusaotome/claude-skills-library/tree/main/skills/ai-bpo-proposal-generator
Command: npx skills add https://github.com/takusaotome/claude-skills-library --skill ai-bpo-proposal-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, jinja2, argparse, json, datetime, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you create persuasive, client-ready AI-BPO service proposals for Japanese companies in the US by assembling an AI service menu, estimating ROI, and producing a bilingual implementation plan document.

Core Features & Use Cases

  • BPO service proposal generation (JA/EN): Produces a structured proposal document with executive summary, service details, ROI analysis, roadmap, pricing terms, and next steps.
  • AI-BPO ROI estimation: Computes current vs. future state costs (labor and error costs), implementation costs, payback period, 3-year NPV, and ROI percentage for selected service modules.
  • Phased implementation roadmap: Generates a multi-phase timeline (Discovery → Pilot → Rollout → Optimization) tailored by selected services and an overall complexity factor.

Quick Start

Provide your client name, a selected-services JSON output, plus the generated ROI and roadmap JSON files, then generate a bilingual proposal markdown document for the client.

Frequently Asked Questions about ai-bpo-proposal-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a bilingual BPO proposal with ROI analysis for Japanese companies in the US?▼

To generate a bilingual BPO proposal, execute local Python scripts to select service modules, compute ROI metrics like NPV and payback period, and render a Markdown document combining executive summary, roadmap, and pricing terms.

What is included in the ROI estimation for AI-BPO service proposals?▼

ROI estimation computes current versus future state costs including labor and error costs, implementation costs, payback period, 3-year NPV, and ROI percentage for selected outsourcing service modules.

How do I create a phased implementation roadmap for AI-BPO services?▼

Create a phased implementation roadmap by running the Python script which generates a multi-phase timeline spanning Discovery, Pilot, Rollout, and Optimization tailored by selected services and complexity factor.

Do I need Python to assemble bilingual outsourcing proposals with pricing terms?▼

Yes, you need a local Python environment with dependencies like pandas and jinja2 to execute scripts, process JSON artifacts, and render the final bilingual Markdown proposal document.

Can I customize the service menu selection before generating the BPO proposal document?▼

Yes, you provide a selected-services JSON output to define the service menu, which the script uses alongside generated ROI and roadmap JSON files to assemble the final proposal.

What is the best way to structure an AI outsourcing proposal for a Japanese company operating in the US?▼

The best way is to assemble a structured document with executive summary, service details, ROI analysis, implementation roadmap, pricing terms, and next steps using computed JSON artifacts rendered into Markdown.

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