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Arc Civic

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from $0.03 / actor start

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Arc Civic

Arc Civic

Arc Civic functions as a Digital Analyst, autonomously filtering through hours of public proceedings to extract the specific zoning permits, municipal funding votes, and regulatory shifts that matter to your business

Pricing

from $0.03 / actor start

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Developer

Aris

Aris

Maintained by Community

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a month ago

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Arc Civic: Public Sector Intelligence Engine

Arc Civic is an automated intelligence analysis tool designed to unlock high-value data from unstructured public hearings, city council meetings, and government proceedings.

By leveraging the Arc engine's long-form content processing capabilities, this tool ingests raw video footage and extracts structured, actionable metrics for specific professional sectors: Real Estate, Finance, Legal, and Public Relations.

Core Capabilities

Arc Civic transforms hours of video into a structured JSON feed, focusing on four key "Blue Ocean" intelligence vectors.

SectorTarget AudienceKey Metrics Extracted
Real EstateAgents & DevelopersZoning Changes: Variances, rezoning requests, and land-use debates.
New Construction: Permits, project approvals/rejections, and public works.
FinancialBankers & EconomistsAllocations: Municipal bond discussions and infrastructure spending votes.
Fiscal Health: Budgetary surpluses, deficits, and major funding shifts.
LegalAttorneys & ComplianceRegulation: Code amendments and bylaw changes.
Risk: Lobbyist testimony, regulatory risks, and legal precedents.
Public RelationsMarketing AgenciesSentiment: Community opposition or support levels (scored).
Context: Specific grievances (e.g., noise, environment) and controversy analysis.

Technical Architecture

The system operates as a linear pipeline designed to handle long-form content without hitting Large Language Model (LLM) token limits or hallucinations.

  1. Ingestion: The actor accepts a list of video URLs (YouTube, Vimeo, etc.).
  2. Audio Extraction: Download audio streams efficiently.
  3. Smart Chunking: Splits audio
  4. Transcription: Processes chunks with speaker diarization.
  5. Intelligence Layer: Analyzes text enforcing strict factual adherence, extracting the specific metrics defined above.
  6. Aggregation: Results are pushed immediately to the dataset as they are processed.

Input Configuration

The Actor expects a JSON input object with the following fields:

FieldTypeRequiredDescription
videoUrlsArrayYesA list of direct video URLs to process (e.g., YouTube links).
openaiApiKeyStringYesYour OpenAI API Key (must support GPT-4o).

Example Input:

{
"videoUrls": [
"[https://www.youtube.com/watch?v=example_city_council_meeting](https://www.youtube.com/watch?v=example_city_council_meeting)"
],
"openaiApiKey": "sk-..."
}