⚡ Arc Financial: Video-to-Alpha Intelligence Engine

Turn unstructured video and audio into structured financial intelligence.

Arc Financial is a high-compute perception engine designed for traders, analysts, and compliance officers. It autonomously ingests video content, identifies speakers, and extracts market-moving claims, regulatory risks, and sentiment signals—converting hours of footage into actionable JSON data.

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Core Capabilities

Unlike standard transcribers that dump wall-of-text outputs, Arc Financial acts as a Digital Analyst. It filters noise, separates speakers, and categorizes information specifically for financial contexts.

• Speaker Diarization: Automatically distinguishes between CEOs, Analysts, and Press (e.g., "Speaker A", "Speaker B").
• Risk & Claim Detection: Specialized prompting extracts specific financial guidance, regulatory probes, and capital allocation updates.
• Sentiment Scoring: Assigns Positive, Negative, or Neutral sentiment to specific claims, not just the whole document.
• Universal Ingest: Bypass bot protections on major platforms to access audio/video streams reliably.
• Smart Chunking: Processes videos of any length (from 2 minutes to 4 hours) without memory overflows or API timeouts.

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📡 Supported Sources

Arc Financial utilizes a robust extraction layer (yt-dlp + Residential Proxies) to handle over 1,000+ domains.

Platform	Content Type
YouTube	Earnings Calls, Corporate Presentations, News Clips, Shorts
Vimeo	Investor Relations events, Private briefings
X (Twitter)	Breaking news clips, Executive statements
Bloomberg/CNBC	Publicly hosted interviews and market updates
Direct Files	Any public .mp3, .mp4, .wav URL

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Use Cases (SEO)

• Earnings Call Monitoring: Extract guidance shifts and CAPEX plans from earnings calls instantly.
• Regulatory Compliance: Scan executive interviews for non-compliant statements or undisclosed risks.
• Market Sentiment Analysis: Aggregate sentiment data from hundreds of influencer videos or news clips to track market mood.
• Competitive Intelligence: Monitor competitor product launches and executive tone during press events.
• News Aggregation: Turn video-first news sources into a text-based ticker feed.

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Table View (Apify Console):

Time	Category	Sentiment	Speaker	Claim
00:00:14	Risk	Negative	A	FTC opening probe into search advertising practices.
00:00:21	Market	Positive	A	OpenAI plans billions in UK data center investment.
00:45:55	Market	Positive	B	Gemini debuting $4 above initial price indication.

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Privacy & Security

• Encryption: Your OpenAI API Key is encrypted by Apify and is never logged or visible to the developer.
• Ephemeral Processing: Video and audio files are processed in a secure container and deleted immediately after analysis. No media is stored permanently.
• Proxies: We use high-quality proxies to ensure reliable access without exposing your IP address.

Click the "Try for free" button to process your first video.

AI Agent Integration (MCP)

Arc Financial is Model Context Protocol (MCP) ready. You can plug this Actor directly into AI agents like Claude Desktop, Windsurf, or Cursor to give them "ears."

Claude Desktop Config (claude_desktop_config.json):

{
  "mcpServers": {
    "arc-financial": {
      "command": "npx",
      "args": ["-y", "@apify/actors-mcp-server"],
      "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" }
    }
  }
}

Data Output Structure

Arc Financial delivers a structured JSON dataset ready for database ingestion.

Sample Output:

{
  "video_source": "Tesla Board Chair Interview - Bloomberg",
  "url": "[https://youtu.be/](https://youtu.be/)...",
  "timestamp": "00:06:09",
  "speaker": "Speaker B",
  "category": "Risk",
  "sentiment": "Negative",
  "claim": "75% of C-suite leaders say AI change is moving faster than they can prepare their workforce."
}