AI-native software
for the teams who
build things.
Sivect builds AI-native software that embeds intelligence directly into the tools engineering and operations teams already live in. Our products are launching on the Atlassian Marketplace — and there is more on the way.
AI Comment Action Inbox for Jira & Confluence
Your team is @mentioned across dozens of Jira tickets and Confluence pages every week. AI Comment Action Inbox uses AI to classify every @mention across three dimensions — Action, Urgency, and Impact — and surfaces what needs your attention in a prioritised personal inbox. Built entirely on Atlassian Forge. Your data never leaves your Atlassian cloud.
Coming to Atlassian Marketplace · Works with Jira, Confluence & Jira Service Management
Typical response
Classifications surfaced near-instantly in your inbox
PII sanitisation
Zero raw user data reaches the AI
Auto data eviction
Action items cleaned up automatically. No data accumulates indefinitely.
Why AI-Native
Built different from the ground up.
Most enterprise tools add AI as an afterthought. Sivect engineers it as the foundation — every data pipeline, every inference model, every UX decision starts with AI.
Forge-native by design
Our Atlassian products run entirely inside Forge — Atlassian's own serverless infrastructure. No external servers, no new vendor approvals, no IT security review overhead. Your data stays where it already lives.
Sub-100ms Intelligence
Intelligent caching and AI processing deliver classifications near-instantly for the majority of requests. No waiting, no manual refresh required.
Privacy built into the architecture
A multi-layer PII sanitisation pipeline runs before every AI inference call. Emails, phone numbers, API keys, account IDs, customer names, HR terms — all replaced with typed tokens. The AI never sees raw user data.
Philosophy
Intelligence,
embedded.
Enterprise tools generate more information than humans can process. The result is missed signals, delayed responses, and execution gaps that compound across teams and quarters.
Sivect builds AI inference systems that embed directly into existing workflows — classifying, prioritising, and routing information so teams can act on decisions, not drown in triage.
We're starting with Atlassian. We won't stop there.
Ready to reclaim your team's focus?
AI Comment Action Inbox gives every team member a personal, AI-classified inbox for every @mention across Jira, Confluence, and Jira Service Management. No noise. No missed action items.