Source

Shift (Wizara)

NestJS Go Python ClickHouse

Shift (Wizara)

Overview

A comprehensive platform that connects signal ingestion, AI-powered enrichment, and structured workflow management. Enables innovation teams to systematically move from discovery to validated opportunities with complete traceability and audit trails.

Core Capabilities

  • Real-time Signal Monitoring — AI-enriched signal scoring from external sources
  • Structured Innovation Pipeline — Kanban-style workflow management from discovery to deployment
  • Knowledge Base Integration — Institutional learning and research discovery via OpenAlex
  • Competitor Intelligence — Automated research and analysis pipeline
  • Agentic AI Treatment — AI agents for automated spec and requirements generation
  • Auto-deploy Orchestrator — Go service handling Docker builds and Kubernetes manifest generation and deployment

Tech Stack

  • API: NestJS (TypeScript)
  • Orchestrator: Go (Docker + Kubernetes auto-deploy)
  • AI Pipeline: FastAPI (Python) + Agentic AI
  • Storage: ClickHouse (signal ingestion), Qdrant (vector search)
  • Infra: Docker, Kubernetes