
Threada
AI work automation with evidence and approvals
3 followers
AI work automation with evidence and approvals
3 followers
Threada is an AI work automation platform that turns email, chat, documents, and forms into governed WorkItems — answered with cited evidence or executed as approval-gated, audited actions across your business systems. Built for support, IT, procurement, security, compliance, and finance operations.






Hey Product Hunt,
We’re building Threada for teams that want AI workflow automation they can actually trust.
Threada turns requests, documents, messages, approvals, and follow-ups into governed WorkItems. It grounds answers in company knowledge, routes human review to the right owner, applies policy checks, and keeps an audit trail of what happened and why.
A few things we care about:
- Evidence-backed answers, not generic AI guesses
- Human approvals for sensitive or high-impact work
- Structured workflows across Slack, Jira, Zendesk, webhooks, and other business tools
- Clear ownership, policy checks, and traceable actions
The goal is simple: help teams move from “someone asked for something” to an approved, auditable action without losing context along the way.
I’d love to hear what workflows people most want AI to help with, but only if the approvals, evidence, and audit trail are built in from the start.