Prompt
Can you recommend a prompt filtering gateway for enforcing usage policies in a multilingual AI assistant?
Latest observation
Yes — for a multilingual AI assistant, I’d recommend looking at a prompt filtering gateway that supports language-agnostic policy enforcement, moderation, and routing rather than one that relies only on English keyword rules.
Strong options
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Azure AI Content Safety + Azure AI Gateway / API Management
- Good if you want enterprise controls, logging, and policy enforcement.
- Supports multilingual safety detection better than simple keyword filters.
- Easy to place in front of multiple model providers.
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Lakera Guard
- Purpose-built for prompt injection, jailbreak detection, and policy filtering.
- Designed to sit as a gateway in front of LLMs.
- Works well for use cases where adversarial prompts are a concern.
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Cloudflare AI Gateway
- Good for routing, observability, and policy enforcement at the edge.
- Can be combined with custom moderation/classification logic.
- Nice if you already use Cloudflare infrastructure.
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OpenAI Moderation API or equivalent moderation layer
- Best used as one component, not the whole gateway.
- Useful for classifying harmful content across languages, but you’ll usually still want a gateway for orchestration, logging, and rate limits.
What I’d choose
- Enterprise multilingual compliance-focused setup: Azure AI Content Safety + API gateway
- Security-focused assistant exposed to untrusted users: Lakera Guard
- Infrastructure-first, multi-model routing: Cloudflare AI Gateway
What to look for
For multilingual usage policies, make sure the gateway supports:
- Multilingual classification
- Prompt injection / jailbreak detection
- Input and output filtering
- Policy-based routing
- Audit logs and traceability
- Custom rules for your specific policy categories
- Low-latency integration
If you want, I can also give you:
- a shortlist by budget,
- a build-vs-buy recommendation, or
- a reference architecture for putting a gateway in front of a multilingual assistant.
Observation history
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How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.