Purfect AI Learning Center

An interactive walkthrough of Shield's architecture: proxy flow, filter packs, threat model, and tamper-evident audit trail. Tab through each layer of the security stack.

Feature-by-feature comparison matrix: Shield vs. WAFs, prompt guardrails, and manual processes. Expandable rows, live code comparison, and alternative deep dives with pros/cons.

Live entropy calculator and regex comparison tool. Learn why entropy analysis catches custom tokens, encoded credentials, and novel secrets that regex patterns miss entirely.

Interactive threat scenarios and attack surface comparison. See how injection manipulates model behavior while exfiltration leaks sensitive data — and how Shield blocks both in one proxy.

Interactive guide mapping Shield's architecture to major compliance frameworks. See exactly which controls Shield satisfies with specific clause references and evidence mappings.

Interactive map of the AI supply chain. Click each node to see what leaks at every layer and toggle Shield on/off to see how local redaction closes every gap.

Interactive cost calculator — estimate the financial impact of an AI prompt leak based on your company size, industry, and the data types you send to LLMs.

Interactive checklist covering the 10 most common LLM security gaps — from secret detection and compliance scope to incident response planning.

Interactive redaction sandbox — paste any text and toggle Shield's four filter packs to see exactly what gets caught. Every match comes with an explanation.

Interactive risk calculator — estimate your organization's shadow AI exposure in 2 minutes. See your risk score, data leak probability, and estimated annual cost.

Interactive data flow simulator — toggle Shield on/off to see exactly what sensitive data reaches LLM training pipelines. Provider policy explorer included.

Interactive threat model explorer for Model Context Protocol security. Map attack vectors across tool impersonation, parameter injection, and credential exposure.

Interactive policy builder — answer 6 questions and get a complete, framework-mapped AI security policy. 8 sections, ready for your next security audit.

Interactive incident response guide for AI data breaches — explore three real-world scenarios, walk through a five-phase response timeline.

Self-assessment across 5 dimensions — governance, visibility, data protection, threat detection, and compliance. 10 questions, 3 minutes.

Interactive guide showing the architectural gap between network-layer WAF inspection and application-layer AI threats. Side-by-side threat coverage comparison.

Architectural comparison of self-hosted and API-based AI deployments. Threat model tabs, interactive decision matrix, and security gap analysis.

Interactive guide to AI red teaming — systematically test your LLM applications for prompt injection, data exfiltration, and supply chain vulnerabilities.

Paste any prompt and watch Shield's redaction engine catch PII, secrets, PHI, and payment data in real time. Toggle filter categories, see highlighted matches.

Interactive checklist covering 10 critical API key management practices — hardcoded keys, missing rotation, shared credentials, zero audit trail. Score your team's key hygiene.

6 questions. 2 minutes. Score your AI pipeline's security posture and get a personalized Shield tier recommendation. No email required.

Interactive walkthrough of Flow's architecture: connectors, named agents, Bloom chronicle, Shield routing, Flow Trace, and the desktop dashboard. Tab through each layer.

Compare single-agent chat vs. multi-agent orchestration. See how Flow's planner, dispatcher, and composer turn simple messages into coordinated workflows.

Side-by-side comparison: Zapier's deterministic steps vs. Flow's AI-driven decisions. When to use each, and why the most valuable workflows need both.

See how a single Flow workflow spans Slack DMs, Telegram channels, webhooks, cron jobs, and file watchers — with a unified chronicle tracking every interaction.

Interactive cost calculator for agent workflows. Per-agent, per-model, per-day tracking with budget alerts. See how Flow's token tracker prevents surprise overages.

Replay any message's journey through connectors → orchestrator → agents → model → response. Every decision recorded in the hash-chained Bloom chronicle.

How Shield and Flow work together — data protection meets workflow automation. See the full architecture and understand the bundling options.

Interactive walkthrough of the five Trust Services Criteria for AI systems. OWASP LLM Top 10 mapping, audit readiness checklist, and evidence collection guidance.

Three-scenario redaction sandbox for telecom: customer support with CPNI, network operations with device identifiers, and billing disputes with payment data. Compliance mapping for CPNI, CALEA, FCC 2024 breach rules, GDPR, NIST CSF, and ISO 27001:2022.

Interactive scorecard across six dimensions: time, engineering capacity, compliance, cost, maintenance, and strategic fit. Rate your organization and get a clear build/hybrid/buy recommendation.