TextIQ

Documents become
governed intelligence.

TextIQ interprets regulatory documents, extracts contract clauses, generates compliance reports — grounded in enterprise data through RAG. Every analysis logged, every extraction traceable, PII protections enforced throughout.

RAG-GroundedPII-ProtectedSource-TraceableMulti-FormatAir-Gapped available
TextIQ — Analysis #0312
Source
RBI Circular DBOD.2026.11 · Ingested
Loaded
RAG Grounding
Enterprise KB · 142 relevant chunks
Grounded
Extraction
12 obligations · 3 deadlines · 2 changes
Extracted
PII Check
No patient data · No financial identifiers
Clean
Traceability
Circular → Paragraph → Extraction · Full
Traced

Why this matters.
Right now.

Without governed textiq, these problems compound silently with every new data source and AI deployment.

Knowledge buried in documents.

Regulatory circulars, compliance manuals, and operational procedures — critical knowledge exists in thousands of documents nobody has time to search.

Generic AI cannot be trusted.

Public LLMs hallucinate on domain-specific questions, cannot cite sources, have no access controls, and send sensitive data to external servers.

Extractions are untraceable.

When a compliance report cites a regulatory obligation, most systems cannot link the citation back to the exact paragraph and document version it came from.

From input to
governed output.

1

Ingest

Documents loaded into governed knowledge base — classified, indexed, access-controlled

2

Query

User or agent asks question — RAG retrieves relevant document chunks from governed KB

3

Ground

Response generated from retrieved content — not parametric memory. Every claim has a source.

4

Protect

PII detected in retrieved content — masked before appearing in any response or extraction

5

Trace

Extraction linked to source document, section, and version — full audit trail attached

What TextIQ
delivers.

📄

Multi-format document intelligence.

Regulatory circulars, contracts, clinical notes, insurance policies, operational manuals — any document format, governed from ingestion.

🧠

RAG grounding.

Every response grounded in retrieved enterprise documents — local vector search, source citations on every extraction, close-to-zero hallucination.

🔐

PII enforced throughout.

Sensitive fields detected and masked before processing — personal data never exposed in analysis outputs or extraction results.

Source-traceable extractions.

Every extracted obligation, clause, or insight traceable to its source document, paragraph, and version — audit-ready by design.

Regulatory intelligence.
Grounded and governed.

See TextIQ analyse regulatory documents, extract compliance obligations, and generate audit-ready reports — with full traceability and PII protection.

Frequently asked
questions.

What is TextIQ?

TextIQ is Tantor's generative AI text-analysis agent that interprets regulatory documents, extracts contract clauses, and generates compliance reports — grounded in enterprise data through RAG, with PII protection and full source traceability.

How does TextIQ avoid hallucination?

TextIQ is RAG-grounded — every response is generated from retrieved enterprise documents with source citations, not parametric memory. This delivers close-to-zero hallucination and an auditable evidence chain for every extraction, unlike generic public LLMs.

Does TextIQ protect sensitive data?

Yes. TextIQ detects and masks PII and PHI before processing, so personal data is never exposed in analysis outputs. It can run air-gapped, keeping sensitive regulatory and clinical documents within your security perimeter.

What documents can TextIQ analyse?

TextIQ handles regulatory circulars, contracts, clinical notes, insurance policies, and operational manuals. Every extracted obligation or clause is traceable to its source document, paragraph, and version — making document intelligence audit-ready by design.