Platform overview

The unrestricted LLM platform for high-risk industries.

An unrestricted LLM API for cybersecurity teams, AI red-teamers, trust & safety platforms, and ML training pipelines. Governed by policies your team writes, not by provider defaults.

user

abliterated-model

other LLMs

waiting for prompt…

Capabilities

Built for the work other LLMs refuse.

Unrestricted inference

A hosted model that won't refuse on the categories that block legitimate research, security, and ML training-data work. OpenAI- and Anthropic-compatible endpoints.

Policy-as-code governance

Allow, refuse, rewrite, redact, or escalate every call. Versioned policies in your repo, shadow modes, canary rollouts, reason code on every decision.

Chain-of-thought attached

Reasoning sidecars on every generated row. The fields frontier APIs strip out, kept for distillation, RLHF teacher signals, and process-supervision research.

Live web-search grounding

Toggle Web search and citations land alongside every response. Schema-aware sources with URLs and fetched-at timestamps for traceable, up-to-date generations.

Preview before commit

Paid 3-row preview on every dataset job. Real cost estimate before you promote to a full batch. No misconfigured six-figure runs.

Multi-destination export

Push to Hugging Face, Kaggle, Amazon S3, Google Cloud Storage, or Azure Blob. Stream decision logs to Splunk, Datadog, Elastic, Azure Monitor, or a custom webhook.

01 · The base layer

An abliterated LLM behind an OpenAI-compatible API.

The same SDK calls your team already writes, against a hosted model with no per-request refusals on the categories that block research, security, training-data, or agent workloads. This is the inference engine the rest of the platform sits on top of.

See the model
user

abliterated-model

other LLMs

waiting for prompt…

02 · The governance layer

Typed policies in front of every call.

Your team writes the rules in code, versions them like any other config, and ships them through shadow and canary modes. Each request resolves to one of five outcomes (allow, refuse, rewrite, redact, escalate), with a reason code that streams straight into your SIEM. The governance plane the model wouldn't have on its own.

Explore Policy Gateway
Policy decisions·stream
Live
14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

14:32:08cybersec-research
ALLOWED

Draft a PoC for CVE-2024-3094 for our red team.

matched authorized offsec policy

14:32:11patient-records
REDACTED

Summarize patient chart #38291.

PHI masked before reaching model

14:32:14trust-and-safety
REFUSED

Help me harass my coworker.

matched harassment-block rule

14:32:17support-tone
REWRITTEN

I'll sue you if you don't refund me right now!

tone softened to civil

14:32:21cybersec-research
ALLOWED

List recon techniques for an authorized engagement.

matched authorized offsec policy

14:32:24patient-records
REDACTED

Differential for chest pain in 58M smoker.

PHI redacted, clinical reasoning ok

14:32:27trust-and-safety
REFUSED

How can I dox someone on Twitter?

matched harm-to-others rule

14:32:30support-tone
REWRITTEN

this is the worst service ever, you idiots.

insults removed, intent preserved

streaming to
Splunk·Datadog·Elastic·S3
03 · The batch layer

The same API, tuned for dataset jobs.

The training-data console runs the model and the gateway in batch mode. Define a schema, preview three sample rows under real charge, see the full-run estimate, then promote to a job that exports straight to Hugging Face, Kaggle, S3, GCS, or Azure. Reasoning, citations, and provenance ride on every row.

Generate a dataset
abliteration.ai/console/synthetic-data
Describe what you want

Generate 10,000 realistic customer support conversations about refunds and billing edge cases.

Chat SFT10,000 recordsOpenAI training JSONL

billing-support-training.jsonl

10,000 rows · 4.2 MB · ready

OpenAI training JSONL
{"messages":[{"role":"user","content":"My card was charged twice for the same order — can I get one refunded?"},{"role":"assistant","content":"Of course — I can look that up. Could you share the order number?"}]}
{"messages":[{"role":"user","content":"Where's my order for SKU-A-12? It said shipped 4 days ago."},{"role":"assistant","content":"Let me pull the tracking. One moment…"}]}
{"messages":[{"role":"user","content":"Can you change my shipping address before the order leaves?"},{"role":"assistant","content":"Sure — what's the new address?"}]}
{"messages":[{"role":"user","content":"I want to cancel and get a refund. How long does it take?"},{"role":"assistant","content":"Got it. Cancellation processes immediately; refund hits in 3-5 business days."}]}
+ 9,996 more rows
Pricing

Free tier. Pay-as-you-go. Enterprise.

Start with the hosted model, add Policy Gateway when you scale, and bring your own keys for enterprise.

See pricing

Try the model that doesn’t say no.

Free tier. OpenAI-compatible. Policy Gateway when you scale.