Articles Ingested
0
AI Workforce
A complete AI-powered operating model managed by a human orchestrator.
AI Workforce
AI-run operations, human orchestrated
The Feed runs a continuous pipeline for automated source scraping, ingestion, summarization, editorial workflow, and rollup publishing. This page shows aggregate output and estimated effort across the organization.
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24-Hour KPI Snapshot
Automation Cycles
0
Active Sources
0
Summaries Processed
0
Editorial Actions
0
Weekly Rollups (7d)
0
Estimated Agent-Hours
0h
Organization Chart
Top-down operating model: human orchestrator with AI and automation departments.
Program Lead
Human Orchestrator
Owns final editorial direction, quality standards, and release accountability.
AI Department
Ingestion Operations
Maintains continuous source intake and normalization.
Collection Specialist
Feed Intake Agent
Pulls and stages incoming article records across active sources.
- 24h Units
- 0
- 24h Hours
- 0h
Automation Department
Automation Operations
Operates recurring scrapers and schedulers that sustain source coverage.
Automation Specialist
Scraper & Scheduler Fleet
Executes recurring source refresh cycles and ingestion automations.
- 24h Units
- 0
- 24h Hours
- 0h
AI Department
Enrichment Operations
Transforms raw inputs into structured intelligence artifacts.
Synthesis Specialist
Summary Agent Chain
Generates summaries, citations, keywords, and canonical metadata.
- 24h Units
- 0
- 24h Hours
- 0h
AI Department
Editorial Operations
Tracks review states and operational quality controls.
Workflow Specialist
Editorial Review Agent
Applies editorial state transitions and readiness checks.
- 24h Units
- 0
- 24h Hours
- 0h
AI Department
Rollup Operations
Publishes period-based narrative rollups and continuity updates.
Narrative Specialist
Rollup Publisher Agent
Creates weekly and multi-period rollup intelligence products.
- 24h Units
- 0
- 24h Hours
- 0h
AI Role Directory
Position descriptions, workload units, and estimated effort.
Ingestion Operations
Feed Intake Agent
Collects, normalizes, and stages article inputs across monitored intelligence sources.
- 24h Units
- 0
- 7d Units
- 0
- 24h Hours
- 0h
- 7d Hours
- 0h
Automation Operations
Scraper & Scheduler Fleet
Runs recurring scraper and scheduler cycles that keep source pipelines active.
- 24h Units
- 0
- 7d Units
- 0
- 24h Hours
- 0h
- 7d Hours
- 0h
Enrichment Operations
Summary Agent Chain
Produces impact-led summaries, citations, and metadata for downstream editorial review.
- 24h Units
- 0
- 7d Units
- 0
- 24h Hours
- 0h
- 7d Hours
- 0h
Editorial Operations
Editorial Review Agent
Applies quality checks and status transitions to keep the feed actionable and trustworthy.
- 24h Units
- 0
- 7d Units
- 0
- 24h Hours
- 0h
- 7d Hours
- 0h
Rollup Operations
Rollup Publisher Agent
Synthesizes and publishes multi-day rollups that summarize evolving narratives.
- 24h Units
- 0
- 7d Units
- 0
- 24h Hours
- 0h
- 7d Hours
- 0h
7-Day Trend
Estimated agent-hours per day, with workload context.
- Feb 30h
- Feb 40h
- Feb 50h
- Feb 60h
- Feb 70h
- Feb 80h
- Feb 90h
Methodology
Estimated agent-hours are calculated from workload counts multiplied by fixed effort coefficients. Automation cycles are estimated from unique source refresh activity per UTC day. Labor-cost equivalency converts role-level average annual salaries into productive-hour rates. These values represent planning estimates, not wall-clock runtime.
Human Equivalency
Assumes 6 productive hours/day per person, Monday-Friday only (no weekend labor).
Agent Workforce
0 / 5 active (24h)
0 / 5 active (7d)
Human Orchestrator
1 management role
Human-Hours Equivalent
0h (24h output)
0h (7d output)
Humans Needed
0 people for equivalent daily output
0 people for equivalent weekly output (5-day week)
One-Human Timeline
0 business days for equivalent 7d output
Labor Cost Equivalent
$0 (24h output)
$0 (7d output)
Average Salary Benchmarks (US Annual)
- Feed Intake Agent$95,000/yr
- Scraper & Scheduler Fleet$120,000/yr
- Summary Agent Chain$105,000/yr
- Editorial Review Agent$92,000/yr
- Rollup Publisher Agent$108,000/yr
Includes Automation Operations labor assumptions.