Security + Intelligence
Decision support
Hugging Face free-ready
Intelligence
Operational intelligence that helps users take safer governance actions

PrivateDAO uses intelligence where it actually matters: proposal review, treasury execution review, voting compression, RPC health interpretation, and gaming-governance decision support.

Live proofs
2

Baseline proof and dedicated V3 proof packet are both reviewer-facing

ZK anchors
3

On-chain proof anchors exposed in the Devnet evidence path

Wallets
50

Multi-wallet Devnet rehearsal already captured and packaged

Commercial rails
4

Grant, fund, gaming, and enterprise service packs remain part of the UI

Not a chatbot

AI in PrivateDAO should improve decisions, not just add another chat window

This route is intentionally operational. It helps users understand proposal review context, treasury execution context, voting posture, RPC quality, and gaming-governance implications before they sign or execute anything.

Security + Intelligence layer

This is where AI belongs in PrivateDAO: proposal review, treasury execution review, voting compression, RPC interpretation, and gaming-governance assistance. It is decision support, not a shallow chatbot.

Operational intelligence
User-facing analysis
Hugging Face free-ready path

Proposal Review AI

Proposal execution review

Execution notes attached
Intelligence output

This proposal should keep explanation, trust context, and destination rationale visible before signatures are collected.

Transfer size is meaningful enough to justify an explicit treasury review note.
Recipient has no prior usage history in this governance context yet.
Timelock is compact, so timing context should stay explicit before execution.
Hugging Face free posture

This layer is built to help users now with browser-side intelligence and clear governance heuristics. If you later want a free open-model path, the same UX can be connected to a Hugging Face-hosted summarization or classification adapter without changing the product surface.