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DecisionBox v0.1.0 — First Public Release

· 2 min read
Can Abacigil
Can Abacigil
Founder, DecisionBox

We are excited to announce the first public release of DecisionBox (v0.1.0). DecisionBox is an autonomous AI-powered data discovery platform that connects to your data warehouse, runs autonomous AI agents that write and execute SQL, and surfaces validated insights and actionable recommendations.

What is DecisionBox?​

DecisionBox bridges the gap between raw data and actionable insights. Unlike traditional BI tools that require manual dashboard building and SQL writing, DecisionBox uses autonomous agents to:

  1. Explore: Automatically sample and understand your data schema.
  2. Analyze: Identify patterns, anomalies, and opportunities across different business areas.
  3. Validate: Verify every finding with independent SQL queries to ensure accuracy.

Key Features in v0.1.0​

Multi-LLM Support​

Connect to the models of your choice. v0.1.0 supports:

  • Claude (Anthropic)
  • OpenAI (GPT-4o/GPT-4-turbo)
  • Ollama (Local models)
  • Vertex AI (Claude & Gemini)
  • Bedrock (Claude & Titan)

Warehouse Providers​

Start discovering insights from:

  • BigQuery: Includes dry-run cost estimation to keep your analysis budget-friendly.
  • Redshift: Full support for both Serverless and Provisioned clusters.

Enterprise-Grade Security​

  • Secret Management: Integration with GCP Secret Manager, AWS Secrets Manager, and encrypted local storage via MongoDB (AES-256).
  • Non-Root Containers: All services run as non-root (UID 1000) with read-only filesystems.

Domain Packs​

industry-specific analysis is powered by Domain Packs. Initial support includes:

  • Gaming: Specialized analysis for Match-3, Idle, and Casual games.
  • Social Networks: Insights focused on content sharing and user engagement.

Infrastructure & Deployment​

  • Docker Compose: For quick local evaluation.
  • Helm Charts: Production-ready deployment to Kubernetes.
  • Terraform: Modules for GCP (GKE) and AWS (EKS).

Quality and Reliability​

We believe in software that works. v0.1.0 ships with:

  • 500+ Tests: Comprehensive unit and integration testing.
  • 85%+ Coverage: High confidence in core logic.
  • CI/CD: Robust pipeline with vulnerability scanning and SBOM generation.

Get Started​

DecisionBox is open-source (AGPL v3). You can find the code and installation instructions on GitHub.

We'd love to hear your feedback! Join the conversation in our GitHub Discussions.