Signal
Processing
Transform market noise into strategic advantage. An autonomous multi-agent system for real-time competitive analysis and insight generation.
Agent Systems
Orchestrator
The central nervous system managing agent coordination, state, and error handling via Pub/Sub events.
Fetcher
Autonomous crawlers deploying robust strategies to gather unstructured market data from web & APIs.
Embedding
Transforms raw text into high-dimensional vectors using Vertex AI models for semantic search.
Analyzer
LLM-driven semantic analysis (Gemini 2.0) using vector embeddings to extract actionable insights.
Evaluator
Validates output accuracy and relevance against defined criteria before reporting.
Reporter
Compiles validated intelligence into structured PDF/JSON deliverables for stakeholders.
Notifier
Handles real-time alerts and report delivery notifications via Email, Slack, or Webhooks.
Orchestration
Workflow Logic
The system utilizes an event-driven architecture via Google Cloud Pub/Sub. Orchestrator agents decompose high-level objectives into atomic tasks, distributing them across specialized microservices (Fetcher, Embedding, Analyzer, Evaluator).
Orchestration Graph
Graph Visualization
Monitor real-time agent interactions and job statuses through the unified orchestration graph view.
Full Observability
Powered by Langfuse for complete LLM trace transparency.
Secure Access
Enterprise-grade auth via Clerk.dev & Cloud Armor WAF.
Access
Demo
- + Pre-loaded Datasets
- + 3 Concurrent Jobs
- + Standard Reporting
Enterprise
- + Unlimited Agents
- + Custom Data Sources
- + API Access