Insights
Deep-dive articles on AI agent security, attack surfaces, and defense strategies from our security research team.
All Articles
42,000 Exposed AI Agent Workflows
A Shodan scan reveals thousands of unprotected n8n, Langflow, and Flowise instances with leaked API keys.
The First Autonomous AI Cyberattack
Inside the December 2024 incident where 4 coordinated AI agents breached a mid-market financial firm.
Memory Poisoning in AI Agents
78% of enterprise RAG systems are vulnerable. Explore 3 attack vectors and 6 defense strategies.
Agent Sandboxing 101 — 5 Tools Compared
Docker+gVisor, Firecracker, E2B, Modal, and Fly Machines compared across 6 dimensions.
Your AI Agent Has More Access Than Your CTO
A 6-step permission audit framework to identify and fix AI agent privilege sprawl.
5 Signs Your Business Needs AI Automation
Repetitive tasks, data silos, and scaling pain — 5 signals it's time to automate.
The Hidden Cost of Manual Workflows
Your team loses 23 hours/week to tasks a machine handles in seconds. The real cost goes deeper.
AI Automation vs. Traditional RPA
Rules-based scripts vs. intelligent agents — when to use each and why the shift is happening.
Build Your First AI Automation in 30 Minutes
A step-by-step guide from zero to a working AI workflow. No code required.
Case Studies
Lakewood Family Medicine: 45% Time Saved
AI-powered patient scheduling and follow-ups saved staff 45% of administrative time.
Meridian Capital: 52% Faster Reconciliation
Automated financial reconciliation across 12 accounts, cutting close time from 5 days to 2.
Hartwell & Associates: 70% Time Saved
Automated document review for 85 attorneys with 99.2% deadline compliance.
Verdant Home Goods: 80% AI Auto-Resolution
Digital Twin AI handles 80% of customer inquiries automatically with 24/7 support.
Apex Industrial: 28% Downtime Reduction
AI predictive maintenance achieved 99.7% uptime, saving $2.8M annually.
CloudSync Pro: 40% Churn Reduction
AI predictive analytics and automated customer success recovered $1.2M ARR.
Bella Cucina Group: 35% Labor Cost Reduction
AI scheduling and inventory reduced labor costs by 35% and food waste by 68%.
Westfield Academy: 50% Admin Workload Cut
Cut teacher admin time by 50% and improved student outcomes by 23% across 8 schools.
RapidRoute: 45% Faster Order Processing
AI route optimization achieved 98.5% on-time delivery across 3 fulfillment centers.
SafeHarbor: 65% Faster Claims Processing
AI cut claims processing time by 65% with 89% fraud detection accuracy.
Urban Thread: 38% Revenue Increase
AI inventory and customer intelligence drove 38% revenue growth with 4.8x ROAS.
Grandview Hotels: 4.8★ Guest Satisfaction
Improved guest satisfaction from 3.9 to 4.8 stars and increased RevPAR by 34%.
Prescott Property: 3x Lead Conversion
AI-powered follow-up sequences and intelligent lead scoring tripled conversions.
Digital City Chicago: 60% Cost Reduction
AI-driven document processing and citizen intake automation cut operational costs by 60%.
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