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Test AI for Compliance. Build Your Own Rules. Ship with Confidence.

PreceptaAI gives you an AI agent that flags compliance issues before they reach production. Define your own regulatory rules, run red teaming checks, and get clear guidance for safe AI deployment — all on your own infrastructure.

Why PreceptaAI

Your AI Compliance Co-Pilot

PreceptaAI helps you test, monitor, and enforce regulatory compliance for AI systems — with rules you define.

Automated Compliance Testing

Run your AI workflows against regulatory requirements and get clear pass/fail reports. Identify issues before they reach production.

Build Your Own Regulations

Define custom compliance rules that match your industry standards. PreceptaAI enforces them across input, retrieval, and output stages.

Red Teaming for AI Deployment

Stress-test your AI models with adversarial prompts and edge cases. Get actionable guidance on what to fix before going live.

Continuous Compliance Monitoring

An always-on agent that flags policy violations, PII leaks, and prompt injection attempts as they happen — so you can act fast.

Three-Stage Active Data Firewall

Every Token Passes Through Three Gates

A layered approach that checks compliance at input, retrieval, and output — flagging issues at every stage.

User Input

Your prompt enters the system

Guard
Input Firewall

Blocks prompt injections, detects PII, enforces policies

RAG Context

Retrieves relevant knowledge from your local data

Guard
Retrieval Firewall

Checks retrieved data for sensitive content before it reaches the model

Local Model

AI inference on your own infrastructure

Guard
Output Firewall

Reviews output for policy violations and sensitive data

Safe Output

Verified, compliant response delivered to you

Core Capabilities

What You Can Do With PreceptaAI

Test, monitor, and enforce compliance for your AI systems with practical tools that fit your workflow.

Compliance Test Reports

Run structured compliance tests against your AI workflows. Get detailed reports showing what passed, what failed, and exactly what needs to be fixed.

Three-Stage Policy Engine

Policies are checked at input, retrieval, and output stages. PII detection, prompt injection checks, and content review happen at each step of the pipeline.

Custom Rule Builder

Create your own compliance rules tailored to your industry. Define what's allowed, what gets flagged, and what gets blocked — without writing code.

Red Teaming Agent

An automated agent that probes your AI for vulnerabilities — adversarial prompts, data leakage paths, and policy gaps — then gives you a clear remediation plan.

Local Inference Support

Run models locally on your own hardware with support for popular engines like vLLM and llama.cpp. Keep sensitive data within your infrastructure.

OpenAI-Compatible API

A local API surface that's compatible with OpenAI's format. Integrate with your existing tools without code changes, with optional cloud fallback.

Technical Specifications

Compliance & Governance Details

Governance Firewall

StagesInput → Retrieval → Output (Three-Stage Pipeline)
Policy SigningEd25519 asymmetric signatures with version tracking
PII DetectionReal-time entity extraction and automated redaction
Prompt InjectionMulti-layer injection detection and blocking

Audit & Compliance

Audit LogsHash-chained, append-only tamper-evident ledger
ComplianceHIPAA, GDPR, SOC 2 testing and monitoring support
Data ResidencyConfigurable per-resource with policy enforcement
Air-Gapped ModeSupports full offline operation — no external calls required

Inference Engine

Model Support3B–14B+ parameters (GGUF, AWQ, FP16, INT8)
EnginesTensorRT-LLM, vLLM, llama.cpp native bindings
OptimizationDynamic batching, LRU caching, NVMe model paging
API CompatibilityOpenAI-compatible (Chat, Embeddings, Functions)

Security Architecture

SecretsCapability-based isolation with scoped credential proxies
Model TrustSHA-256 verification, publisher validation, license tracking
SandboxingIsolated model loading and inference process boundaries
Access ControlUACT tokens with OAuth2/OIDC enterprise IdP mapping
Industry Applications

Test Your AI Against Real Compliance Standards

Whether you're in healthcare, finance, or research — PreceptaAI helps you validate your AI workflows against the compliance standards that matter to you.

Healthcare – HIPAA Compliance

Hospitals, Health Systems, Biotech

Test your clinical AI workflows against HIPAA requirements. PreceptaAI flags PHI exposure risks and generates audit-ready compliance reports for regulatory review.

HIPAAPHI ProtectionAir-Gapped

Finance – SOC 2 Certification

Banks, Insurance, Fintech

Validate AI-driven analysis against SOC 2 controls. Define data residency rules per jurisdiction, and get detailed audit trails for every model interaction.

SOC 2Data ResidencySigned Policies

Research – IP Protection

Pharmaceutical, R&D Labs, Universities

Run AI on proprietary research data with confidence. PreceptaAI monitors for IP exposure risks and keeps sensitive parameters isolated from model context.

IP ProtectionCredential IsolationOffline

Ready to Test Your AI for Compliance?

Start with PreceptaAI today. Define your regulations, run red teaming checks, and get a clear path to production-ready AI — free during the beta.

Get Started Free

No credit card required. Free during beta.

Compliance Testing
Custom Regulations
Red Teaming Reports