Screen Every Message
Before Your AI Responds
161 fraud patterns × 6 languages. Sub-10ms. One API call. Conversational intent firewall for AI agents, chatbots, and WhatsApp commerce.
1,000 free API calls/month. No credit card. Key in 60 seconds.
4-Layer Cascade. 85% Never Hit ML.
Most messages are clean. The cascade exits early, saving you compute and latency.
Aho-Corasick + phonetic folding. 161 pre-folded patterns. Early exit: score=0 (clean) or ≥80 (block).
XLM-RoBERTa INT8 multilingual intent classification. Cross-lingual transfer learning.
XGBoost fuses L0+L1+text features+hallucination vectors. Evasion amplifier + AI-text boost.
Adaptive threshold based on agent trust tier. Configurable per client.
One API Call. Instant Verdict.
Why Sentinela
Sub-10ms Latency
L0 Aho-Corasick automaton runs in CPU L1/L2 cache. 85%+ of traffic decisioned at the edge without touching ML models. Patent-pending cascade architecture.
6 Languages, 161 Patterns
Spanish (PA, MX, CO, CL), Portuguese (BR), English. 10 fraud categories: social engineering, fake payment, prompt injection, identity fraud, money laundering, account takeover.
Phonetic Folding
13-rule Spanish normalization catches evasion: seseo, yeismo, b-v merger, h-deletion. "guevon" and "huevon" collapse to the same token. Regex can't do this.
Hallucination Detection
15-dimensional feature vectors detect AI-generated fraud text vs. human-written. Phonetic cloud dispersion, perplexity signals, evasion likelihood scoring.
Trust-Adaptive Thresholds
Configurable sigmoid curves per client. New users get strict screening; trusted agents get accelerated paths. 4 presets: marketplace, strict, lenient, zero-trust.
Telemetry (Never Raw Text)
Fire-and-forget analytics: category distributions, latency percentiles, evasion rates. We NEVER log the raw message. GDPR/CCPA safe by design.
Built For
Any system where humans talk to AI agents about money.
WhatsApp Commerce
Screen buyer messages before your bot quotes a price or accepts payment.
Chatbot Platforms
Drop-in middleware between user input and your LLM. Block prompt injection at the source.
Marketplace DMs
Catch fake payment claims, social engineering, and identity fraud in buyer-seller conversations.
Voice Agents
Screen STT transcriptions. Phonetic folding catches the same evasion patterns in spoken Spanish.
Pricing
Free
1,000 calls/month. Full L0-L3 cascade. All 6 locales. No credit card required.
Get API Key FreeDeveloper
Pay as you go. All 6 locales. All 4 cascade layers. Webhook alerts. 20% off annual.
Start BuildingPro
100K calls included. Custom sigmoid presets. Priority support. SLA 99.9%. Save 20% annually.
Get StartedEnterprise
500K+ calls. Dedicated infrastructure. Custom patterns. On-prem option. Volume discounts.
Talk to SalesAI agents can pay per-call with USDC on Base via x402. Annual plans save 20%.
FAQ
Stop Fraud Before It Reaches Your AI.
One line of code. Every message screened. Every language covered.
Patent Pending · U.S. App. Nos. 63/983,615; 63/983,621; 63/983,843

