Proven Guardrails for
High-Governance Teams

Universities and research labs wanted to provide AI tutoring & manuscript analysis tools to students and faculty, but struggled with FERPA student privacy regulations, grade record leakage, and premature disclosure of patentable scientific research.

OmniNuera implemented FERPA student record DLP sanitization alongside local RAG vector indexing. Student IDs and academic transcripts are scrubbed before cloud inference, while proprietary research preprints are stored strictly in isolated campus database schemas.

Applied Compliance Policies:

POST /api/v1/chat/completions
{
  "model": "openai-gpt-4o",
  "dlp_policy": "ferpa_academic_strict",
  "messages": [{
    "role": "user",
    "content": "Evaluate thesis proposal for Student ID-99824 under Grant #NSF-2026."
  }]
}
/* OmniNuera Egress Response:
   "Evaluate thesis proposal for Student [REDACTED_STUDENT_ID] under Grant #NSF-2026." */

Hospital physicians and clinical researchers needed LLMs (GPT-4o and Claude 3.5 Sonnet) to summarize patient diagnostic notes, but clinical texts contained sensitive Protected Health Information (PHI) including SSNs, Medical Record Numbers (MRNs), and patient names.

OmniNuera applies pattern-based DLP redaction (PII, PAN/Luhn, medical identifiers, credentials) before cloud egress. Prompts are scanned inline and sensitive spans are masked into placeholders prior to third-party AI APIs.

Applied Compliance Policies:

POST /api/v1/chat/completions
{
  "model": "openai-gpt-4o",
  "dlp_policy": "hipaa_phi_strict",
  "messages": [{
    "role": "user",
    "content": "Summarize record for Patient MRN-88291 diagnosed with Type 2 Diabetes."
  }]
}
/* OmniNuera Egress Response:
   "Summarize record for Patient [REDACTED_MRN] diagnosed with Type 2 Diabetes." */

Quantitative analysts and wealth managers required high-throughput LLMs to process credit card transaction streams and earnings reports. Raw inputs contained 16-digit PAN credit card numbers and sensitive banking routing codes.

OmniNuera applied inline Luhn algorithm PAN matching combined with hybrid local/cloud routing. Routine internal queries stay on Ollama at $0 cloud token cost; sensitive fields are redacted before any cloud egress.

Applied Compliance Policies:

POST /api/v1/chat/send
{
  "modelCode": "deepseek-chat",
  "message": "Verify options delta for account 4532-XXXX-XXXX-9012."
}

Government contractors and defense teams could not transmit prompts over public internet connections or utilize multi-tenant cloud vector databases due to strict military data isolation laws.

OmniNuera deployed as a 1-click Helm chart inside customer private air-gapped VPCs. Prompts are hardware-routed directly to local Ollama Llama 3 & DeepSeek instances with zero cloud egress.

Applied Compliance Policies:

POST /api/v1/chat/completions
{
  "model": "local-ollama-llama3",
  "air_gapped_mode": true,
  "messages": [{
    "role": "user",
    "content": "Process classified flight telemetry data."
  }]
}

Corporate M&A legal teams needed AI to review 10,000+ page merger contracts, but required absolute guarantee that vendor support engineers could never inspect confidential deal terms or trade secrets.

OmniNuera established partitioned SQL tenant schemas paired with time-bound operator access tickets. Platform support personnel can only access tenant configs via temporary, ticket-validated windows.

Applied Compliance Policies:

POST /api/v1/chat/completions
{
  "model": "claude-3-5-sonnet",
  "tenant_id": "tenant_legal_ma_schema",
  "messages": [{
    "role": "user",
    "content": "Audit non-compete clause in draft M&A agreement."
  }]
}

Fast-growing SaaS platforms experienced frequent OpenAI 503 outage spikes and surging monthly token bills as user query volumes scaled past 10 million prompts per month.

OmniNuera replaced fragmented API integrations with a single unified `/v1/chat/completions` endpoint. Automatic failover instantly switches queries to Grok 3 or DeepSeek R1 whenever primary endpoints experience latency or error spikes.

Applied Compliance Policies:

import OpenAI from 'openai';

// 1-line provider swap to OmniNuera Unified Gateway
const openai = new OpenAI({
  baseURL: 'https://gateway.omninuera.com/v1',
  apiKey: process.env.OMNINUERA_API_KEY
});