LLM behavioral analysis
A fine-tuned language model scores each session's action sequence — navigation rhythm, dwell time, interaction entropy — the way an analyst would, at machine scale.
LLM-powered detection engine — now generally available
Stop sophisticated bots with AI that understands intent
Phylaxa uses large-language-model behavioral analysis to distinguish humans from automation in real time. Block scrapers, credential stuffing and fake-account fraud — with zero CAPTCHAs and under 5 ms of added latency.
Deploys at the edge in minutes · No user friction · SOC 2 aligned
Detection capabilities built for the AI era
Modern bots mimic browsers, rotate residential IPs and solve CAPTCHAs. Phylaxa counters them with a detection stack that reasons about behavior, not just signatures.
Device & client fingerprinting
300+ passive signals across TLS, HTTP/2, canvas and runtime behavior identify emulators, headless frameworks and replayed sessions without invasive scripts.
Challenge-less verification
Legitimate users never see a puzzle. Risk is scored silently in the background, so conversion stays intact while automation is turned away.
Real-time risk scoring
Every request receives a 0–100 risk verdict in under 5 ms at the edge, with allow, monitor, throttle or block actions enforced inline.
Adversarial adaptation
Detection models retrain continuously on attack traffic observed across the network, closing the gap when bot operators change tactics.
Privacy-first architecture
No third-party cookies, no cross-site tracking, regional data residency and GDPR/CCPA-aligned processing by default.
Enterprise-grade capabilities
Everything you expect from a top-tier bot mitigation platform — built LLM-native from day one.
- LLM-based behavioral engine
- Challenge-less verification
- Passive device fingerprinting
- Mobile app & JavaScript shielding
- Inline edge scoring under 5 ms
- Self-serve deployment in minutes
- Transparent published pricing
Trusted at internet scale
- Requests scored daily
- 12B+
- Detection precision on benchmark traffic
- 99.9%
- Median scoring latency at the edge
- <5 ms
- Automated attacks blocked pre-login
- 98.7%
Customer results
What changes when detection goes inline at the edge.
Global airline
92% of login traffic was credential-stuffing bots.
- Account takeover attempts
- -95%
- Account unlock support tickets
- -60%
- False positives for real travelers
- 0
Leading e-commerce platform
A 13-day scraping campaign sent 80 million requests — all absorbed at the edge.
- Saved monthly in origin bandwidth
- $1.2M
- Pricing intelligence leaked
- 0
- Search engine crawling unaffected
- 100%
Streetwear retailer
Scalper bots targeted every limited drop.
- Of drop-day bots stopped
- 99.7%
- Higher checkout success for real customers
- 3×
- Of promo budget reached real buyers
- 100%
Anonymized results from representative customer deployments.
Frequently asked questions
Straight answers about how Phylaxa detects bots, deploys and protects user privacy.
What is Phylaxa?
Phylaxa is an AI-native bot management platform that protects websites, mobile apps and APIs from automated abuse — including web scraping, credential stuffing, account takeover and fake-account creation — using large-language-model behavioral analysis instead of CAPTCHAs.
How does Phylaxa detect bots without CAPTCHAs?
Phylaxa scores every session silently. It combines a fine-tuned language model that reasons about session behavior with 300+ passive device, network and TLS signals. Human users pass through with no puzzle, while automated traffic receives throttle, challenge or block actions.
How long does Phylaxa take to deploy?
Most teams deploy Phylaxa in under an hour. Edge connectors exist for major CDN and cloud platforms, plus lightweight server SDKs and a JavaScript agent. No DNS change or traffic rerouting is required for monitor-mode evaluation.
What is the latency impact of Phylaxa?
Median inline scoring latency is under 5 milliseconds at the edge. Phylaxa runs on a global anycast network, so decisions happen close to your users without adding a network hop to your origin.
Is Phylaxa compliant with GDPR and CCPA?
Yes. Phylaxa is privacy-first by design: it uses no third-party cookies and no cross-site tracking, supports regional data residency, and processes only the signals required for detection. Processing agreements and audit documentation are available under NDA.
How is Phylaxa different from traditional bot managers?
Traditional bot managers rely on static rules, IP reputation and JavaScript challenges that modern bots increasingly bypass. Phylaxa replaces rule tuning with a continuously retrained LLM detection engine that adapts to new attack tactics without manual signature updates.
See what your traffic really looks like
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