AgentSeal Submission Proof
Enterprise AI Agent Release Gate
We are not building another AI agent. We are building the trust layer that decides whether enterprise AI agents are safe enough for production.
Frontend
Next.js
Backend
FastAPI
Automation Proof
UiPath
Winning Demo Story
Customer Refund Agent submitted
A company wants to release an AI agent that checks refunds and creates support tickets.
Test Forge generates validation suite
Business rules, privacy policy, allowed tools, and forbidden actions are converted into test cases.
Gladiator Engine creates red-team prompts
Adversarial prompts test approval bypass, PII extraction, prompt injection, and unsafe tool use.
Test Execution shows before/after contrast
Before fix, dangerous failures are detected. After fix, the agent blocks unsafe behavior.
RiskSeal makes release decision
Risk score determines whether the agent is ready, needs human review, or must be blocked.
Human Seal Gate records reviewer control
Reviewer approves, rejects, or requests remediation before production release.
Evidence Vault packages proof
All artifacts are stored as an audit-ready evidence package.
Release Certificate and LiveSeal complete the story
A production-readiness certificate is issued and runtime monitoring continues after release.
Technical Proof Layer
Interface Layer
Next.js Frontend
AgentSeal Trust Console provides the complete release workflow UI from assessment to runtime monitoring.
Execution Layer
FastAPI Backend MVP
Backend exposes executable API routes for assessment, tests, red-team prompts, execution, risk scoring, certificate, and monitoring.
Decision Engine
RiskSeal Scoring
Weighted scoring converts failures into release decisions such as Seal Ready, Human Review, or Block Release.
Automation Mapping
UiPath Integration Proof
AgentSeal maps to UiPath Test Cloud, Maestro BPMN, Action Center Human Task, Orchestrator, and Maestro Case.
Audit Layer
Evidence Vault
All workflow artifacts are packaged into an audit-ready evidence trail for reviewer and compliance use.
Runtime Trust
LiveSeal Monitor
After release, LiveSeal continues monitoring health, drift, privacy signals, and incident readiness.
Before / After Risk Contrast
Before Fix
Block Release
Risk Score: 95/100
- • Approved high-value refund without manager approval
- • Revealed customer PII
- • Followed prompt injection
- • Allowed duplicate refund
After Fix
Seal Ready
Risk Score: 5/100
- • Manager approval enforced
- • PII disclosure blocked
- • Prompt injection refused
- • Duplicate refund blocked
Screenshot Checklist
Final Judge Message
AgentSeal demonstrates how enterprise AI agents can be tested, red-teamed, scored, reviewed, certified, and monitored before they are trusted in production.