Detect, tokenize, and restore sensitive data flowing to LLMs and external services. India-first PII coverage with sub-50ms latency.
{
"text": "Send payment to Raj Kumar,
Aadhaar 2345 6789 0123,
PAN ABCDE1234F,
UPI raj@okicici"
}{
"text": "Send payment to [PER_a7b3],
Aadhaar [AADHAAR_f82c],
PAN [PAN_d41a],
UPI [UPI_e93f]",
"detections": 4,
"latency_ms": 12
}Three steps to protect sensitive data in any text payload
AIQ scans text and identifies 30+ PII entity types including Aadhaar, PAN, GSTIN, UPI, names, addresses, and financial data.
Sensitive data is replaced with format-preserving, reversible tokens. The original meaning of the text is preserved while PII is protected.
Original data is restored on demand within the session. Every tokenization and detokenization event is logged in a complete audit trail.
A complete tokenization engine with detection, policy management, and full audit capabilities
Replace sensitive data with format-preserving tokens that can be restored on demand. Not masking or redaction — fully reversible.
Built-in detection for Aadhaar, PAN, GSTIN, UPI, Voter ID, Driving License, IFSC — plus standard PII like email, phone, and credit cards.
Fast enough for real-time LLM prompt security. 4K-token payloads processed in under 20ms with structured PII detection.
Configure which entity types to tokenize per use case. Set organization-wide defaults with per-request overrides.
Every tokenization event logged with entity types, counts, and latency. No plaintext stored — full traceability without exposure.
Simple REST API with two core endpoints: tokenize and detokenize. API key authentication with per-org isolation.
The only tokenization engine built for Indian enterprises using LLMs
Tokens can be restored to original values within a session. Your data stays useful, not destroyed.
Aadhaar, PAN, GSTIN, UPI, IFSC, and more. No other tokenization engine has this depth of Indian PII coverage.
Fast enough for real-time LLM proxy use. Tokenize prompts before they reach the provider.
DPDPA Section 4, SEBI UPSI detection, and RBI data localization — built in, not bolted on.
Everything you need to know about AIQ and data tokenization
See how AIQ can tokenize sensitive data before it reaches LLMs and external services.
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