01Solutions · Use Cases

Reports for real teams,
not just dashboards.

From media monitoring to executive briefings, OctoReport turns noisy streams into trusted, auditable reports.

02案例 · Use Cases

Real-World Use Cases

From financial intelligence to procurement monitoring, reliable data aggregation for professional teams

№ 01

Daily Financial Newsletter

Auto-collect financial news daily, extract key events and data with LLM, generate industry trend analysis, delivered to your inbox at 8 AM.

Input Sources

Google News: finance + tech
RSS: Financial Times, Bloomberg, Reuters
Crawler: Specific financial institution websites

Processing Rules

Cleaning Prompt:: Extract company name, event type, impact level, key metrics
Dedup Strategy:: UPDATE (daily refresh with latest)
Frequency:: Daily at 6 AM

LLM Template

01Step 1: Summarize daily news → Model: gpt-4o
02Step 2: Analyze industry trends → Model: claude-3.5-sonnet
03Step 3: Generate investment insights → Model: deepseek-v3

Output Sample

# Financial Daily - 2025-01-21

## Top Stories
1. **Tesla Q4 beats expectations**: Revenue $25.1B, up 18% YoY
2. **Fed holds rates steady**: Powell signals continued inflation watch
...

## Industry Trends
- EV sector showing strength
- Tech stocks diverging
...

№ 02

Real-Time Tender Alerts

Monitor government procurement platforms like CCGP, match keywords (construction/IT/consulting), send alerts within 15 minutes of new postings.

Input Sources

Tender platforms: CCGP, regional gov procurement sites
Keywords: "software dev", "IT consulting", "data analysis"

Processing Rules

Cleaning Prompt:: Extract project name, budget, deadline, contact info
Dedup Strategy:: KEEP_OLD (skip known projects)
Frequency:: Check every 15 minutes

LLM Template

01Step 1: Filter matching projects → Model: gpt-4o-mini
02Step 2: Generate push summary → Model: deepseek-v3

Output Sample

# New Tender Alert - 2025-01-21 10:30

## Matching Projects
1. **City Gov Data Platform Dev**
   - Budget: $500K
   - Deadline: 2025-02-15
   - Contact: [email protected]
...

№ 03

Smart Job Matching

Aggregate multiple job boards, extract position, salary, requirements, match intelligently with resumes, generate job recommendations.

Input Sources

Job boards: Indeed, LinkedIn, Glassdoor
Crawler: Company career pages

Processing Rules

Cleaning Prompt:: Extract job title, salary range, skills, location
Dedup Strategy:: UPDATE (daily refresh)
Frequency:: Daily at 8 PM

LLM Template

01Step 1: Extract structured data → Model: gpt-4o
02Step 2: Score resume match → Model: claude-3.5-sonnet
03Step 3: Generate recommendation list → Model: deepseek-v3

Output Sample

{
  "recommended_jobs": [
    {
      "position": "Full Stack Engineer",
      "company": "TechCorp",
      "salary": "$120K-150K",
      "match_score": 92,
      "reason": "Perfect skill match, relevant experience"
    }
  ]
}

№ 04

Competitive Intelligence

Crawl competitor websites and social media, subscribe to industry RSS, analyze product updates and pricing, generate weekly competitive reports.

Input Sources

Competitor sites: product updates, blogs
RSS: Industry media, TechCrunch
Social: Twitter, LinkedIn

Processing Rules

Cleaning Prompt:: Extract product features, pricing changes, marketing activities
Dedup Strategy:: UPDATE
Frequency:: Weekly on Monday at 9 AM

LLM Template

01Step 1: Categorize competitive moves → Model: gpt-4o
02Step 2: SWOT analysis → Model: claude-3.5-sonnet
03Step 3: Generate action recommendations → Model: deepseek-v3

Output Sample

# Competitive Weekly - Week 3, 2025

## Product Updates
- **Competitor A**: Launched AI customer service, priced at $99/mo
- **Competitor B**: Raised $10M Series A

## SWOT Analysis
Strengths: Our multi-source aggregation is more powerful
Weaknesses: Competitor A has better UI
...

— Closing

Need a custom solution?

Book a Demo

# Financial Daily - 2025-01-21 ## Top Stories 1. **Tesla Q4 beats expectations**: Revenue $25.1B, up 18% YoY 2. **Fed holds rates steady**: Powell signals continued inflation watch ... ## Industry Trends - EV sector showing strength - Tech stocks diverging ...

{ "recommended_jobs": [ { "position": "Full Stack Engineer", "company": "TechCorp", "salary": "$120K-150K", "match_score": 92, "reason": "Perfect skill match, relevant experience" } ] }

# Competitive Weekly - Week 3, 2025 ## Product Updates - **Competitor A**: Launched AI customer service, priced at $99/mo - **Competitor B**: Raised $10M Series A ## SWOT Analysis Strengths: Our multi-source aggregation is more powerful Weaknesses: Competitor A has better UI ...

Reports for real teams,not just dashboards.

Real-World Use Cases

Daily Financial Newsletter

Input Sources

Processing Rules

LLM Template

Output Sample

Real-Time Tender Alerts

Input Sources

Processing Rules

LLM Template

Output Sample

Smart Job Matching

Input Sources

Processing Rules

LLM Template

Output Sample

Competitive Intelligence

Input Sources

Processing Rules

LLM Template

Output Sample

Reports for real teams,not just dashboards.

Real-World Use Cases

Daily Financial Newsletter

Input Sources

Processing Rules

LLM Template

Output Sample

Real-Time Tender Alerts

Input Sources

Processing Rules

LLM Template

Output Sample

Smart Job Matching

Input Sources

Processing Rules

LLM Template

Output Sample

Competitive Intelligence

Input Sources

Processing Rules

LLM Template

Output Sample

Reports for real teams,
not just dashboards.

Reports for real teams,
not just dashboards.