Stop prompt injection
attacks before they strike
One API call stands between your AI agent and every prompt injection attack. Binocula detects and neutralizes threats in real time, before your model ever sees them.
Your AI agents are under attack.
Most defenses can't keep up.
Every AI agent that processes external input is a target. Prompt injection is the #1 threat to LLM-powered applications, and traditional security tools are blind to it.
Direct prompt injection
Attackers type malicious instructions directly into your AI agent, overriding system prompts and manipulating the model into leaking data, executing unauthorized actions, or bypassing safety guardrails entirely.
Indirect prompt injection
Malicious payloads hidden in emails, documents, web pages, or tool outputs that your AI agent retrieves. The model processes them as legitimate context and executes the attacker's instructions silently.
Data exfiltration
Injected instructions trick your agent into extracting PII, API keys, or confidential data from its context window and sending it to attacker-controlled endpoints through seemingly innocent responses.
Agent hijacking
Compromised prompts seize control of autonomous agents, making them perform unauthorized actions like sending emails, modifying files, executing code, or escalating privileges across connected systems.
Guardrail bypass
Sophisticated injection techniques circumvent content filters and safety policies. Attackers craft payloads that appear benign to surface-level checks but activate malicious behavior when processed by the model.
Multi-step escalation
Attackers chain multiple seemingly harmless prompts together. Each step appears innocent, but together they gradually escalate the agent's behavior until full compromise is achieved.
Connect
Add a single API call to your AI agent pipeline, or install our browser extension. Setup takes minutes.
Scan
Every prompt is analyzed in real time. Binocula detects injection patterns, jailbreak attempts, and malicious payloads.
Block
Threats are neutralized before they reach your model. Your agents stay safe, your users stay protected.
Three layers of protection
for your AI stack
Defend, attack-test, and monitor. Binocula covers every angle of AI security.
Prompt Injection Prevention API
One API call. No SDK. No configuration files. Add Binocula to your AI agent pipeline and every prompt gets scanned, analyzed, and cleared (or blocked) before your model ever processes it.
- Real-time prompt scanning & threat neutralization
- Single HTTP call. Works with any language or framework
- Compatible with OpenAI, Anthropic, Gemini, and every LLM provider
import requests
result = requests.post("https://api.binocula.ai/v1/scan", json={
"prompt": user_prompt,
"api_key": BINOCULA_KEY
})
if result.json()["safe"]:
# Prompt is clean — send to your LLM
send_to_llm(user_prompt)
else:
# Threat detected — Binocula blocked it
handle_threat(result.json()["threat"])Browser Agent Shield
A general-purpose interceptor that sits between you and every browser-based AI agent. It doesn't matter which agent you use. Binocula monitors all agent activity at the browser level and blocks prompt injection before it executes. Prominent alerts tell you exactly what was caught and why.
- Agent-agnostic: protects any browser-based AI tool
- Real-time interception at the network level
- Chrome + Firefox from day one
RoiPatch
AI Red Teaming Agent
An autonomous red teaming agent that continuously probes your AI systems for vulnerabilities. RoiPatch simulates real-world attack scenarios including prompt injections, jailbreaks, and data exfiltration attempts, then delivers actionable reports so you can fix weaknesses before attackers find them.
- Autonomous attack simulation against your AI agents
- Discovers vulnerabilities before attackers do
- Covers OWASP Top 10 for LLMs and custom attack vectors
Autonomous Attack Simulation
Continuously probing. Always evolving. Finding vulnerabilities so you don't have to.
A prompt injection attack, caught in real time
An AI agent is asked to summarize an email. The email contains a hidden injection.
Join the beta
Be among the first to protect your AI agents from prompt injection. We're onboarding teams now. Spots are limited.