AI COMMUNITY OPERATIONS

Keep community support moving, with a human in control.

Hydrava brings Discord conversations into one operator workflow. Understand what needs attention, find relevant workspace knowledge, and prepare cited Support Drafts for a person to review.

Discord-first today Drafts wait for human review
WORKSPACE / COMMUNITY SUPPORT SYNTHETIC PREVIEW
Inbox03
NEEDS A HUMAN EYE

Illustrative content only. No customer data.

CONVERSATION

Discord · #help

c-2084
Community member2 min ago
The export stopped at 82% again. Is there a way to resume it?
Priority · advisoryHigh
Risk · advisoryReview required
IntentSupport request
Work stateReady for review
Knowledge evidenceCURRENT

“Exports can be resumed from Settings → Data → Recent exports.”

Workspace guide · exact cited excerpt [1]
Support DraftAWAITING HUMAN

You can resume a recent export from Settings → Data → Recent exports. If the export does not appear there, please share the approximate start time so our team can investigate.

Recommendations are advisory.Draft preparation does not approve or send.
One operator workflow·Evidence-linked suggestions·Explicit human review
FROM SIGNAL TO ACTION

Community conversations deserve more than another bot.

Give operators the context to make the next move clearly, without handing consequential decisions to automation.

01 / INTAKE

See the work together

Bring supported Discord conversations into a workspace-scoped queue with a clear operator state.

02 / UNDERSTAND

Know what you are looking at

Review advisory Priority, Risk, Intent, Topic, and Sentiment findings when current evidence is available.

03 / GROUND

Keep evidence close

Find relevant workspace knowledge and inspect the exact source excerpt behind a Support Draft.

04 / REVIEW

Leave the decision with people

A draft stays pending until a person reviews it. Preparation itself never approves or sends.

UNIFIED INBOX

A queue that shows the work, not just the message.

Scan a supported conversation alongside its operator state, recent activity, and current advisory context. When information is stale or unavailable, Hydrava says so.

  • Workspace-scoped conversation activity
  • Current, stale, unavailable, and suppressed states
  • Work state kept separate from AI recommendations
Explore the Unified Inbox →
OPERATOR WORKCURRENT VIEW
Needs attentionNew conversation needs a look
Ready for reviewCited draft is waiting for a person
BlockedMore evidence or review is needed
Delivery pendingApproved intent awaiting delivery

Illustrative work states. Current product facts determine each state.

INTELLIGENCECURRENT

Export stops before completion

Priority · HighRisk · Review required
IntentSupport request
TopicReliability / performance
Advisory findings · Evidence-linked snapshot
INTELLIGENCE WITH LIMITS

Useful context should show its freshness.

Priority and Risk are recommendations, not authority. Intent, Topic, and Sentiment describe evidence from a bounded conversation snapshot. Confidence is shown only when its calibration is valid.

How Intelligence works →
KNOWLEDGE-GROUNDED SUPPORT

A draft should bring its receipts.

Hydrava retrieves from workspace knowledge and presents the stored citation alongside a Support Draft. Operators can inspect what the excerpt says before deciding whether it belongs in a reply.

Explore Knowledge and citations →
KNOWLEDGE SOURCE[1]
Workspace guide / Recent exports
“You can resume a recent export from Settings → Data → Recent exports.”
Exact retrieved excerptDraft: awaiting human review
START WHERE YOUR COMMUNITY IS

Discord-first, with careful room to grow.

Discord is the current product path. Threads owned-post observation is in development and is not available to connect. Other channels are not represented as supported.

◉ Discord Current◎ Threads In developmentProvider support is capability-specific.Integration details →
A CLEARER WAY TO WORK

See the conversation, the evidence, and the next human decision.

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