The anatomy of an automated intake pipeline.
Threadboard isn't just a capture tool. It's a high-precision extraction engine that turns messy human conversation into structured engineering tasks.
Intake
Paste raw Slack threads, Zoom transcripts, or chaotic meeting notes. Our interface is designed for friction-less dumping of information.
@engineer_mike: We need to fix the latency in the auth service. It's hitting 500ms on peak load.
@pm_sarah: Let's prioritize this for Sprint 12. Also, we need a fallback for the CDN.
Paste your context here...
Extraction
Powered by Gemini and Genkit, we analyze the semantic intent. We don't just summarize; we identify stakeholders, urgency, and technical requirements with surgical precision.
Extraction layer isolation ensures zero hallucination between unrelated project threads.
Requirement Mapping
Identifying implicit technical needs from casual chat strings.
Entity Recognition
Automatically tagging owners based on conversation context.
Pending Review
The "Human-in-the-loop" phase. AI proposes, you dispose. Review the extracted cards before they hit your production board.
Fix Auth Service Latency
The Board
The final outcome – a workspace that is organized, clear, and actionable. No more hunting through messages to find what needs to be done.
To Do
Fix Auth Service Latency
In Progress
Implement CDN Fallback
Completed
API Documentation Update
Workspace Isolation
Every team environment is architecturally isolated. Your training data, context windows, and extracted logic never leak across workspace boundaries. We treat your proprietary Slack data as a mission-critical asset.
Snapshot & Restore Logic
Fearless automation with built-in safety nets. Every extraction can be rolled back. If the AI misinterprets a complex thread, you can restore to the previous state with a single click, ensuring your board remains a source of truth.