Swamp Club makes AI automation repeatable, shareable, and auditable by capturing successful AI problem-solving as validated, versioned models that run consistently every time. The platform lets teams chain steps into scheduled workflows, trigger them via webhooks, and maintain an immutable, searchable run history for full accountability. It also includes an extension registry where teams can publish and reuse automation components, with quality scoring available for informational purposes.
Funding
Funding not disclosed
Founders
Product
Problem
AI systems often solve a problem once but fail to capture how they arrived at the solution, making results unrepeatable and unverifiable. Teams cannot easily share successful automations, and there is no auditable record of what happened during execution, creating accountability and reliability gaps.
Solution
Swamp Club provides a platform that makes AI repeatable, shareable, and auditable. Users describe a problem, and an AI agent authors a Swamp model—a validated, versioned schema that runs the same way every time. Teams can chain steps into workflows, run them on schedules, trigger them via webhooks, and access a complete run history with inputs, outputs, and intermediate steps recorded immutably. The platform also includes an extension registry where users can publish and reuse automation components, and it supports use cases like SRE incident response, where investigations are captured as repeatable workflows.
Target Audience
Primary users are engineering and operations teams, including SRE and data analytics groups, who need reliable, auditable AI-driven automation for repeatable workflows and incident response.
Features
- AI-authored Swamp models that are validated and versioned for consistent execution
- Workflow chaining with scheduling and webhook triggers for automated runs
- Immutable, searchable run history capturing inputs, outputs, and every intermediate step
- Extension registry for publishing, sharing, and reusing automation components with quality scoring
- Support for SRE incident response, capturing triage, log correlation, and root-cause analysis as repeatable workflows
- Safe access to real systems with built-in governance and auditability