Use case · Privacy & Regulated Teams
Zero Data Retention AI Querying for Privacy & Regulated Teams.
Harness natural language AI for your databases without violating GDPR, HIPAA, SOC2, or PCI DSS. All query execution is local. Your actual records and credentials never leave your machine.
Architecture
100% Local Execution
Privacy
Zero Data Retention
Safety Guard
Read-Only Queries
Credentials
OS Native Keychain
Context & Impact
The challenge vs. the solution
Cloud AI tools violate data sovereignty and privacy regulations
Web-based AI tools require uploading data or schemas to third-party clouds, exposing companies to massive regulatory fines and compliance breaches.
- ×Strict GDPR, HIPAA, or SOC2 mandates prohibiting third-party cloud data egress.
- ×Risks of employee data leaks when pasting real customer records into public LLM interfaces.
- ×Complicated Data Processing Agreements (DPAs) and vendor risk assessments stalling AI adoption.
- ×Lack of verifiable transparency into what external AI tools transmit across networks.
Local-first architecture with Zero Data Retention
Insight O’ Mate's architecture separates the natural-language prompt from your data. Only the prompt and structural schema names are processed by the stateless engine — never your database records or row values.
- ✓Zero Data Retention (ZDR): actual documents, table rows, and connection strings never leave your machine.
- ✓Stateless NLP: questions are translated into query syntax and immediately discarded without logging or model training.
- ✓OS Keychain security: credentials are encrypted using platform native security vaults.
- ✓Verifiable: enable built-in network logging to inspect every outbound byte leaving your workstation.
Workflow
How privacy teamswork with Insight O' Mate
Store credentials in OS Keychain
Connection strings are kept securely on your device and never sent to cloud servers.
Send only the question
Your natural-language prompt travels to the stateless NLP parser. Zero data records or row contents are included.
Execute 100% locally
The generated query executes directly from your desktop machine to your database. Results render in-app only.
Live Query Translation
Example queries for privacy teams
Here is how Insight O' Mate translates real-world questions into production-grade database queries:
// Runs locally in your secure intranet environment
db.patientRecords.find(
{
dischargeDate: { $ne: null },
dischargeSummary: { $exists: false }
},
{ _id: 1, admissionId: 1, department: 1 }
);Under the hood: Executes strictly on-premise or within HIPAA-compliant VPC networks without sending protected health information (PHI) to cloud AI.
// Financial records remain strictly on-device
const params = {
TableName: "Transactions",
FilterExpression: "#amt >= :threshold AND #status = :reviewStatus",
ExpressionAttributeNames: {
"#amt": "amount",
"#status": "amlStatus"
},
ExpressionAttributeValues: {
":threshold": 10000,
":reviewStatus": "FLAGGED"
}
};
await docClient.send(new ScanCommand(params));Under the hood: Allows compliance officers to audit sensitive financial ledgers with zero third-party cloud data exposure.
db.users.aggregate([
{ $match: { userUuid: "usr_99812_eu" } },
{
$lookup: {
from: "activityLogs",
localField: "userUuid",
foreignField: "userUuid",
as: "logs"
}
}
]);Under the hood: Queries customer audit history for GDPR compliance without transmitting personal identifiable information (PII) to an external LLM.
SELECT contract_id, counterparty, expiration_date, governing_law
FROM [Contracts$]
WHERE risk_tier = 'High' AND signed = true;Under the hood: Parses spreadsheet contract metadata locally in memory without uploading proprietary legal documents.
Integrations
Supported datasources for this workflow
MongoDB
HIPAA/SOC2 compliant local query execution
DynamoDB
IAM role-based VPC data queries with zero egress
Firestore
Secure Firebase Admin querying without external leaks
Redis
Private in-memory session and cache audits
Excel / CSV
Air-gapped local spreadsheet processing
FAQ
Frequently asked questions
Does Insight O’ Mate train AI models on our queries?
No. The NLP engine is strictly stateless. It translates prompts into queries and immediately drops the context. It never logs data or trains models on user inputs.
Can our security team audit the network traffic?
Yes. You can inspect all outbound traffic using our built-in debug log or any proxy (e.g. Wireshark, Charles). You will see only the prompt text and schema names.
Does our database data ever pass through your servers?
Never. Query execution happens directly on your machine via the local sidecar. The results are rendered in your desktop app and never leave your hardware.
Explore More
More use cases
Developers
Ship faster. Explore data without context-switching.
Data Analysts
Ask questions of your database directly. No SQL or MQL required.
Business Analysts
Answer data questions from spreadsheets without complex formulas.
Database Admins
Ad-hoc data inspection without writing queries from scratch.
Start querying your database in plain English
The free plan includes 20 queries per day across MongoDB, Firestore, Redis, DynamoDB, and Excel/CSV. No credit card required. Credentials remain locked in your OS keychain.