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Built for Real Users

Your Journey with WITZ Guardian

Four personas, four journeys. See exactly how each type of user interacts with the platform from discovery to daily use.

InvestorIvan
Web3 Institutional Investor · $499+/mo
Pain Point

"I need to evaluate the risk of AI agents managing my fund's positions, and report to my LPs with quantifiable metrics. Audits are point-in-time and cost $15K-50K each."

Discovery
Receives agent address from a DeFi protocol
A protocol partner asks Ivan to evaluate an agent before allocating capital.
Public Lookup
Searches agent on WITZ Lookup (no login needed)
Sees Risk Score, Reputation, and KYA badge instantly.
app.witzlabs.io/lookup
Deep Dive
Views full Public Passport with factor breakdown
Risk factors (on-chain 40%, network 20%, market 25%, macro 15%) and reputation factors (clean history, compliance, KYA).
app.witzlabs.io/passport/0x...
Conversion
Signs up for Enterprise to get full monitoring
Selects "Investor" persona on signup. Dashboard customized for due diligence.
app.witzlabs.io/login
Daily Use
Monitors agents from Command Center
KPIs, risk heatmap, ML confidence metrics, alert feed.
/dashboard
Analysis
Drills into Agent Passport ML Intelligence
Anomaly timeline, feature decomposition, attention heatmap — full XAI.
/agents/[id]
Comparison
Compares agents side-by-side
Risk Score, Reputation, anomaly rate, tx frequency across 2-4 agents.
/compare
Reporting
Exports compliance PDF for LP reporting
MiCA-ready report with scoring methodology, XAI explanations, on-chain audit trail.
/analytics → Export
Outcome

Continuous due diligence at $199/mo instead of $15K-50K point-in-time audits. Compliance reports generated in seconds, not weeks.

DevDan
DeFi Developer on Base · $0-49/mo
Pain Point

"I integrate third-party agents into my dApp but have no way to know if they're safe. I need a binary answer in seconds, not a $15K audit."

Discovery
Finds WITZ Guardian via scoring.html or Twitter
Sees the scoring model and realizes it solves his evaluation problem.
witzlabs.io/scoring.html
Free Signup
Signs up as "Developer" — 3 agents free
Registers his first agent. Default rules activate automatically.
app.witzlabs.io/login
Onboarding
Guided tutorial: register agent, understand score
Quick walkthrough of Agent Passport, Risk Score meaning, and alert channels.
/onboarding
Daily Use
Dashboard shows agent score dropped to 65
Risk heatmap turns yellow. Clicks agent to investigate.
/dashboard
Diagnosis
ML Intelligence shows gas_price_ratio deviation
Feature decomposition chart highlights the exact issue. 3 unresolved alerts.
/agents/[id] → ML tab
Fix
Adjusts agent configuration, score improves to 42
Next evaluation cycle reflects the fix. Score back to safe zone.
Upgrade
Reaches 3-agent limit, upgrades to Pro ($49/mo)
Unlocks custom rules, full ML intelligence, and analytics.
/billing
Outcome

Binary "safe or not" answer in seconds. Continuous monitoring replaces point-in-time audits. Score improvement loop drives better agents.

AgentAlex
Autonomous Agent Operator · $49-199/mo
Pain Point

"Every protocol requires a separate verification process. My agent's perfect track record on one platform means nothing on another. Onboarding takes 4 days per integration."

Discovery
Learns about portable reputation from another operator
Sees that protocols are starting to accept WITZ Reputation Scores.
Registration
Signs up as "Agent Operator", registers 10 agents
Pro tier ($49/mo) for up to 25 agents. Each agent starts building reputation.
/agents → Add Agent
Building Trust
Operates cleanly for 30+ days, reputation grows
Reputation factors: clean history + continuity + rule compliance → score rises to 78 (Trusted).
/agents/[id] → KYA tab
Verification
Gets KYA Certificate (NFT Soulbound on Base)
Status: VERIFIED. Agent identity permanently recorded on-chain.
Credential Sharing
Copies Passport URL, sends to new protocol
Protocol opens public passport — sees scores, factors, on-chain verification. No login needed.
app.witzlabs.io/passport/0x...
Integration
Protocol accepts agent — onboarding in minutes
What used to take 4 days of due diligence now takes a URL share + on-chain check.
Outcome

Portable reputation eliminates redundant verification. 4-day onboarding reduced to 23 minutes. More integrations = more revenue.

SecSarah
Protocol Security Officer · $199/mo
Pain Point

"When an agent is compromised, every second counts. I need to detect, understand, and contain threats before funds are drained — at 3AM, while I'm asleep."

Setup
Registers all protocol agents on Enterprise tier
Unlimited agents, full War Room access, XAI explainability, compliance exports.
/agents
Configuration
Sets up Telegram + Discord alerts, custom rules
Critical alerts → Telegram. High alerts → Discord. Custom rules for protocol-specific thresholds.
/settings + /rules
Daily Monitoring
Command Center shows all agents green
Network Intelligence indices (WTI, BDI) are calm. ML models running in shadow mode.
/dashboard + /network
3:42 AM — Incident
Telegram alert: "CRITICAL: TraderBot_v2"
LSTM detected 3.2x gas spike + unknown contract + off-hours activity. Rule R002 also triggered.
Response
Opens War Room — XAI panel shows root cause
Feature decomposition: gas_price_ratio (3.2sigma) + destination_is_known (unknown) + hour_of_day (3AM). Detection source: Rule + LSTM concordance.
/war-room
Containment
One click: Circuit Breaker activated
Agent paused in under 10 seconds. Action logged immutably on Base Network via AuditRegistry.sol.
Post-Mortem
Analytics timeline reconstructs the full incident
Exports forensic report with on-chain evidence. Risk Score updated to 92 (critical). Compliance documentation ready.
/analytics
Outcome

Detection in seconds (not hours). Containment in 10 seconds (not manual intervention). Full forensic evidence trail for regulators and auditors.

Which Journey is Yours?

Select your role when you sign up. The platform adapts to your needs.

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