What is Abliteration.ai?
Abliteration.ai is an LLM provider built for high-risk industries: cybersecurity, AI red teaming, trust and safety, synthetic data generation, healthcare research, and defense and government workflows.
Access is through OpenAI- and Anthropic-compatible APIs, so existing code migrates with a one-line base-URL change.Most LLM providers tune their models for consumer chat, so they refuse exactly the prompts that professional teams need to run.
A security engineer reproducing a CVE, a trust and safety analyst labeling coded harassment, an ML team generating jailbreak examples for an eval set: all of them hit the same wall.Abliteration.ai removes that wall by serving models with refusal behavior reduced through abliteration, while putting governance in your hands instead of the provider's.
How it works:
The core of the service is a chat completions API compatible with both the OpenAI and Anthropic formats.Point the OpenAI or Anthropic SDK, LangChain, LlamaIndex, or the Vercel AI SDK at the Abliteration.
ai base URL and your existing code runs unchanged.The API supports streaming, image input (PNG, JPEG, WEBP, GIF up to 15 MB), document and image extraction, and an optional web search add-on billed per thousand searches.
On top of inference sits the Policy Gateway.You write rules per project that decide which request categories are allowed, which are rewritten, which are refused, and what must be logged.Scoped API keys enforce those rules per workload, and every allow, rewrite, and refusal carries a reason code.
Audit logs can stream into your SIEM, so compliance and governance reviewers get the paper trail they ask for.Shadow mode lets you test policy changes against live traffic before enforcing them, and per-user and per-project token quotas keep spend predictable.
Privacy is configurable down to zero data retention: prompts and responses are processed in memory and discarded, never stored and never used for training.
Abliteration.ai pricing Freemium
Verify on the official pricing page.
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Abliteration.ai's key features
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Enterprise policy gateway enforcing policy-as-code per request with outcome actions (allow, refuse, rewrite, redact, escalate) and streaming decision logs to Splunk/Datadog/Elastic/S3
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OpenAI- and Anthropic-compatible endpoints with a drop-in base URL for minimal SDK/code changes
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Sandboxed reproducible vulnerability research lab with artifacts (setup.sh, repro.sh, mitigation.md) for validation and patch testing
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Built-in training-data generation producing schema-validated labeled datasets (preference pairs, eval rows, classifier examples) exportable as OpenAI JSONL or Hugging Face formats
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Console and API features including API key management, playground, batch training, streaming completions, policy dashboard, and operational logs
Abliteration.ai use cases
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Analyzing cybersecurity threats by generating realistic attack scenarios and vulnerabilities.
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Detecting and mitigating harmful content in real-time across various platforms through automated labeling and analysis.
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Creating synthetic data sets for training AI models while maintaining strict privacy controls and governance.
Who is it for?
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Policy engineers
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Security engineers
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Compliance officers
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Security analysts
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Security researchers