Each example maps back to a real-world vertical and shows how agent primitives translate into scalable, autonomous workflows.

1. Autonomous Trading Systems

A swarm of agents coordinates to harvest data, model strategy, and execute trades.

Agents:

✦ DataHarvester → Pulls live order book data.
✦ SentimentBot → Monitors X/Twitter & news sentiment.
✦ StrategyEngine → Backtests, scores market setups.
✦ TraderBot → Executes trades via DEX Add-On.
✦ ComplianceAgent → Logs trades, monitors wallet risk.

Add-Ons:

• Market APIs, DeFi protocols, Wallet monitors

2. Industrial Robotics Control

AI agents control real-world machines in factories or research labs.

Agents:

✦ VisionAI → Detects visual defects via camera feeds.
✦ PlannerBot → Plans robotic arm movements.
✦ ArmController → Sends commands to ROS-compatible hardware.
✦ QCMonitor → Validates output, triggers corrections.

Add-Ons:

• ROS Bridge, Camera Input, EtherCAT Motor Control

3. Autonomous Research Labs

Intelligent agents coordinate digital and robotic workflows in scientific discovery.

Agents:

✦ LiteratureAgent → Scans new papers.
✦ HypothesisGen → Suggests testable experiments.
✦ LabBotController → Commands pipetting robots.
✦ DataCruncher → Analyzes lab results.
✦ReportAI → Publishes summaries.

Add-Ons:

• PubMed APIs, Robotic Lab Hardware, LLM summarization

4. Smart Agriculture Networks

FRAKTIΛ agents analyze field data and take autonomous action via drones.

Agents:

✦ SoilScanner → Publishes sensor-based nutrient levels.
✦ CropAnalyzer → Uses drone imagery to detect threats.
✦ DroneSwarm → Executes spraying or watering missions.
✦ YieldPredictor → Forecasts output and adjusts planning.

Add-Ons:

• IoT Feeds, Drone Controller, Satellite Data Ingest

5. City Infrastructure & Energy Control

Agents manage environmental systems, energy flow and automation in buildings or urban grids.

Agents:

✦ EnviroBot → Ingests sensor data from buildings.
✦ ClimateController → Adjusts HVAC in real time.
✦ GridTrader → Optimizes energy consumption or sells surplus.
✦ TrafficAgent → Controls lights or signals using traffic camera data.

Add-Ons:

• IoT Sensors, Energy Market APIs, Edge AI Inference

6. Emergency Response Networks

Distributed agents coordinate real-time search, navigation and supply delivery in disaster zones.

Agents:

✦ ReconDrone → Maps disaster zones from above.
✦ VictimLocator → Runs thermal detection & movement patterns.
✦ MediBot → Navigates terrain to deliver aid.
✦ CommandHub → Aggregates all telemetry, makes high-level decisions.

Add-Ons:

• Drone Telemetry, Sensor Fusion, Logistics APIs, Geofencing

Bonus: Custom Hybrids

FRAKTIΛ’s modularity allows mixed-domain agents:

✦ AI support bots with CRM + on-chain triggers.
✦ On-chain DAOs with real-world sensor control.
✦ Voice-driven bots that execute trades or dispatch logistics agents.

There are no constraints, only modules!