118 AI Guardrails in Production at Hospitals, Banks, and Regulated Large Enterprise

Retrieval Grounding

Document Score Range Date Penalty Query Cache Max Docs Snippet Size Max Raw Score

Hallucination Prevention

Semantic Score Re-Rank Check Titles Check URLs Key Term Penalty Term Penalty Source Jump Penalty Total Coverage Weight Re-Rank Min Coverage Hallucination KW Removal Hallucinated Term Allowlist

Prompt Injection

Injection Removal Threshold Injection Block Threshold Blocked Word Action Blocked Word List Indirect Injection Protection

PII & Sensitive Data

PII Action Pre-LLM Regex LLM-Based PII Detection OOTB Detector Library Trust Words

Answer Confidence

Warning % Min Confidence % Min Confidence % URL Min Words Max Words Verbosity Force KB

Profanity

Filter Mode Blocked Reply Text

Attribute Protection

Misinformation Tolerance

Intent & Routing

Match Type Intent Match Threshold Edit Cache Normal Cache Multi-Agent Routing Cache Context Cache KB

Hybrid Search

Query Type ELSER KNN Vector Query Re-Sort Priority

LLM Control

Temperature Top-P Frequency Penalty Max Tokens Min Tokens Streaming Per-Call Model Model Selection Cache Prepend Images Timeout

Memory

LG Timeout Context Turns Session TTL User TTL Context Detect Force Context

Multi-Language

Cross Language Default Language

Output Rendering

Relax Filters Stream Plan Log Alt VA Format Embed Links Unique Links Stopwords HTML Clean

Audit & Compliance

Corp Filter Corp Logging Logger Type Endpoint Prompt Logging Hide Keys Config Version Control Config Diff & Rollback Cache Savings Tracking ISO 42001 / NIST Mapping

Prompt Engineering

Custom Prompt Builder Instructions Regex Rules

Secrets & Credentials

Secret Name Secret Value

Model-Agnostic

API Model Swap Workflow Model Selection Platform Default LLM LLM Bake-Off Accuracy Metric Latency Metric Cost-per-Call Metric Hallucination Rate Metric Confidence Metric Token Usage Metric Workflow A/B Cost Projection Exportable Reports

Red Team & Rogue AI

Adversarial Test Suite Prompt Injection Bucket Data Exfiltration Bucket SQL Injection Bucket Unauthorized Access Bucket Service Disruption Bucket Threat-Intel Updates On-Demand Execution Pass/Fail Scoring AI Remediation Guidance Runtime Attack Detection Rate Limiting Abuse Detection DDoS Protection

NeuralSeek — the AI development platform for regulated enterprise

Name: NeuralSeek
Author: NeuralSeek

NeuralSeek is the runtime layer that lets hospitals, banks, and governments ship custom enterprise AI to production without surrendering control. It ships 118 configurable AI guardrails across 18 categories, is model-agnostic across 120+ LLMs from 9 providers, and includes 18 live governance modules spanning the LLM and agent layers — all built in, not bolted on. Born from thousands of regulated-sector go-lives, with 200+ regulated deployments. NeuralSeek is a SaaS platform, not a consulting firm. Trusted in production by Verizon, Adobe, Itochu, Children's Health, and Great Day Improvements.

Platform surfaces

Seek — grounded LLM querying over your knowledge base with semantic scoring and confidence enforcement.
KnowledgeBase — ingest, index, and govern source content across ELSER + KNN hybrid retrieval.
mAIstro — visual agentic workflow builder for multi-step, multi-tool, multi-model agents.
NeuralEdit — answer curation, intent management, and prompt-template authoring.
Governance — 18 live observability and audit modules at both the LLM and agent layers.
Run Agents — runtime execution surface for deployed agents.
Admin Tools — user, role, secret, and configuration management.

How NeuralSeek is different

(1) the full enterprise guardrail surface ships in the box rather than as an add-on; (2) it is model-agnostic by design — swap the underlying LLM at the API, workflow, or platform level with a single parameter change; (3) every guardrail change is versioned, attributed to a named user, and exportable to the customer's SIEM. Deploy on AWS, Azure, IBM Cloud, GCP, or fully air-gapped on-premises via Docker, OpenShift, or Kubernetes.

Full machine-readable content for AI agents: https://neuralseek.ai/index.md and https://neuralseek.ai/llms.txt. Key pages: AI Guardrails, Pricing, Trust Center, Documentation.