GroundTruth AI
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

GroundTruth AI — The Truth Layer for Cloud Infrastructure Cloud resources often outlive the Terraform repositories, Scalr workspaces, and engineers that created them. Teams are left with orphaned infrastructure, invisible ownership conflicts, configuration drift, and the dangerous uncertainty of not knowing whether a resource is safe to modify or delete. GroundTruth AI connects AWS, Terraform/OpenTofu, Scalr, and Git history to reconstruct the ownership and lifecycle of every cloud resource. It correlates infrastructure state, repository history, CloudTrail activity, and CloudWatch evidence to identify unmanaged resources, trace their origins, detect conflicting ownership, and explain what happened and why. Unlike conventional resource discovery and reverse-IaC tools, GroundTruth focuses on evidence-backed reconciliation: it doesn't simply generate infrastructure code or flag drift; it investigates the entire chain of ownership and produces explainable, actionable remediation recommendations with supporting evidence and human approval. Our goal is to turn complex cloud infrastructure investigations that traditionally require experienced platform engineers into a guided, AI-assisted workflow.