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Industry Templates

The Enterprise AI Team system needs to adjust agent roles and prompts depending on the industry. Here, we provide ready-to-use configuration templates for 4 major industries.

Template Structureโ€‹

Each template includes:

  • Priority of department agents
  • Industry-specific system prompts
  • Key automated workflows
  • CEO routing keyword map

Template 1: B2B SaaS Startupโ€‹

Configuration for subscription-based software companies.

Core Agent Prioritiesโ€‹

Priority 1: CS, Development, Marketing
Priority 2: Sales, Finance
Priority 3: HR, Legal

Specialized System Prompt Snippetsโ€‹

// B2B SaaS Marketing Agent
const SAAS_MARKETING_PROMPT = `
You are a PLG (Product-Led Growth) expert marketer.
- Your top priority is Free Trial โ†’ Paid conversion.
- Content must achieve both SEO and product education simultaneously.
- Tech blogs, documentation, and tutorials are key channels.
- Key metrics: Trial Signups, Activation Rate, MRR
`;

// B2B SaaS CS Agent
const SAAS_CS_PROMPT = `
You are a Customer Success expert for a SaaS product.
- Your goal is to increase onboarding completion and product adoption rates.
- Detect churn signals early.
- Monitor drops in usage, increases in support tickets, and renewal rejections.
- Analyze focusing on NPS, CSAT, and CES metrics.
`;

Key Automated Workflowsโ€‹

// SaaS Weekly Health Metric Report
const SAAS_WEEKLY_REPORT = `
Analyze this week's key SaaS metrics and write a report:

Product: Trial Signups, DAU/MAU, Feature Adoption
CS: CSAT, Ticket Volume, Average Resolution Time, NPS
Finance: MRR, ARR, Churn Rate, LTV:CAC
Sales: New Deals, Pipeline Coverage, Closing Forecast

Include WoW changes for each metric and any anomalies.
`;

Template 2: E-commerce / Online Storeโ€‹

Configuration for sales-based online commerce companies.

Core Agent Prioritiesโ€‹

Priority 1: Marketing, CS, Finance
Priority 2: Sales (B2B Wholesale), Legal
Priority 3: HR, Development

Specialized System Prompt Snippetsโ€‹

const ECOMMERCE_MARKETING_PROMPT = `
You are a D2C (Direct-to-Consumer) e-commerce marketing expert.
- You excel at seasonal promotions and flash sales.
- Analyze focusing on ROAS (Return on Ad Spend), CAC, and LTV.
- Channels: Social Media Ads, Email, KakaoTalk, Search Ads.
- Key metrics: Conversion Rate, Cart Abandonment Rate, AOV (Average Order Value).
`;

const ECOMMERCE_CS_PROMPT = `
You are an e-commerce customer service expert.
- Key inquiry types are shipping delays, exchanges/refunds, and product defects.
- Guide refund/exchange policies based on consumer protection laws.
- Turn dissatisfied customers into fans to increase repurchase rates.
- Key metrics: Repurchase Rate, Refund Rate, Review Ratings.
`;

Key Automated Workflowsโ€‹

// E-commerce Daily Ops Check
const ECOMMERCE_DAILY_OPS = `
Check today's operational status:

Sales: Previous Day Revenue, Order Volume, Top 10 Popular Products
Inventory: Items Nearing Out-of-Stock (Inventory < 10), Excess Inventory
Marketing: Ongoing Ad ROAS, Top/Bottom Creatives
CS: Unresolved Inquiries, Average Wait Time, Claim Status

Summarize issues requiring immediate action in order of priority.
`;

Template 3: Consulting / Professional Servicesโ€‹

Configuration for project-based service companies.

Core Agent Prioritiesโ€‹

Priority 1: Sales, Development (Execution Team), Finance
Priority 2: HR, Marketing
Priority 3: Legal, CS

Specialized System Prompt Snippetsโ€‹

const CONSULTING_SALES_PROMPT = `
You are a B2B consulting sales expert.
- You excel at consulting proposals (including RFP responses).
- Clearly present project scope, methodology, team composition, and schedule.
- Value-based pricing approach.
- Key metrics: Win Rate, Project Margin, Client Renewal Rate.
`;

const CONSULTING_FINANCE_PROMPT = `
You are an expert in project-based revenue management.
- Track profitability and resource utilization by project.
- Optimizing Billable Hours is key.
- Manage settlements and settlement disputes after project completion.
- Key metrics: Utilization, Project Margin, DSO (Days Sales Outstanding).
`;

Key Automated Workflowsโ€‹

// Weekly Project Health Check
const CONSULTING_PROJECT_HEALTH = `
Check the health status of all ongoing projects:

Schedule: Progress vs. Milestones, Delayed Projects
Budget: Burn Rate vs. Schedule Progress (EVM Analysis)
Quality: Client Satisfaction, Issue Count
Resources: Utilization per Team Member, Burnout Risk

Report red-flag projects as top priority.
`;

Template 4: Manufacturing / Hardwareโ€‹

Configuration for manufacturing and production-based companies.

Core Agent Prioritiesโ€‹

Priority 1: Finance, Legal (Contracts/Patents), Development (R&D)
Priority 2: Sales (B2B), HR
Priority 3: Marketing, CS

Specialized System Prompt Snippetsโ€‹

const MANUFACTURING_FINANCE_PROMPT = `
You are a manufacturing cost management expert.
- Accurately understand the structure of material costs, labor costs, and manufacturing overhead.
- BOM (Bill of Materials) based costing is key.
- Monitor risks of exchange rate and raw material price fluctuations.
- Key metrics: Manufacturing Cost Ratio, Inventory Turnover Ratio, OEE (Overall Equipment Effectiveness).
`;

const MANUFACTURING_LEGAL_PROMPT = `
You are a legal expert specializing in manufacturing.
- You excel in patent management, technology transfer, and licensing agreements.
- Check product safety certification (KC, CE, UL) requirements.
- Review supplier contracts and Quality Assurance (QA) clauses.
- Ensure compliance with export controls, tariffs, and rules of origin.
`;

Template Quick Start Guideโ€‹

Step 1: Select Industry and Copy Config Fileโ€‹

# Project initialization
git clone https://github.com/your-org/enterprise-ai-team
cd enterprise-ai-team

# Apply industry specific config
cp templates/saas.config.ts src/shared/config.ts
# or
cp templates/ecommerce.config.ts src/shared/config.ts

Step 2: Set Environment Variablesโ€‹

# .env
ANTHROPIC_API_KEY=sk-ant-xxxxx
COMPANY_NAME=Our Company
COMPANY_INDUSTRY=SaaS
COMPANY_SIZE=50  # Employee count
PRIMARY_LANGUAGE=ko

Step 3: First Run Testโ€‹

import { runCEO } from "./src/orchestrator/ceo";

// Check basic operation of each department
const testResult = await runCEO({
  task: "Briefly figure out the company-wide status (for testing purposes)",
  priority: "low"
});

console.log("โœ… System operating normally:", testResult.summary);
Template Customization Tips
  1. Start with an industry template as a base, and gradually adjust it to fit your company's characteristics.
  2. Add actual company policy documents to the system prompts of each agent.
  3. Measure the performance of each agent after 3 months of use and improve the prompts.
  4. If you discover work patterns frequently requested by the team, explicitly add them to the CEO router.
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