Titus vs Vooda AI

Titus has no write-up on Specifiction yet; its figures are above.

Vooda AI is a secrets-detection platform that searches a technology stack for exposed credentials, API keys, and sensitive data. It checks whether credentials are still live and identifies resources they can access. Its detection combines 942 provider-specific rules with entropy analysis, base64 decoding, structured-file parsing, configuration checks, and custom detectors. Vooda scans full Git history and more than 23 non-code sources, including collaboration tools, cloud storage, containers, Postman, and CI/CD logs. It verifies credentials against more than 250 provider APIs; AI confidence scores, team decisions, and false-positive suppression help triage findings. Vooda Radar maps access to repositories, buckets, databases, and IAM policies and assigns an impact score from 0 to 100. Remediation includes provider-specific rotation playbooks and pre-filled pull requests. CI/CD options include GitHub and GitLab templates, container images, pre-commit scanning, and gating. Vooda supports cloud and self-hosted deployment, including air-gapped use with a local AI model and outbound verification disabled. The self-hosted plan is free.