Context-aware intelligence built for regulatory precision.
NASHRA's Neuro Suite is a hardened, domain-specific AI layer built on frontier LLMs — understanding the structures, clinical logic, and stringent requirements of pharmaceutical documentation.
Every tool. Built for pharma compliance.
Each tool in the Neuro Suite is a dedicated, context-hardened AI model hook. Click any tool or watch the carousel to explore them all.
NeuroExtract
General-purpose entity and metadata extraction engine. Acts as a moderate-cost backbone for non-structured administrative fields not covered by specialist tools.
Seven engines. Full technical breakdown.
Every tool — its purpose, capabilities, and credit cost — in one place.
NeuroOCR
Precision image-to-text conversion with vision-enabled rendering. Handles complex clinical tables, Arabic/Latin bilingual layouts, and custom page-crop regions for regional extraction.
See it in action- Page-by-page or regional extraction
- Arabic/Latin bilingual table support
- Vision-enabled for scanned documents
- Custom crop regions per page
NeuroChat
Latency-sensitive conversational assistant embedded inside the CKEditor workspace. Binary-stripping system removes base64 images, minimizing token payloads for lightning-fast interactions.
See it in action- NeuroBubble floating portal
- 8 suggested editor actions
- Binary-strip payload optimization
- Arabic & English bilingual context
NeuroSect
Two-pass logical structuring engine. Pass 1 extracts the full heading skeleton. Pass 2 maps logical sections and populates content blocks — preserving 100% of the original document structure.
See it in action- Pass 1: skeleton extraction
- Pass 2: content population
- 100% structure preservation
- FHIR-compliant section hierarchy
NeuroMed
Pharmaceutical data mapper. Extracts active substances, excipients, dosage strengths, multi-product datasets, and route of administration — aligning all fields to JFDA-compliant dictionaries.
See it in action- Multi-strength & multi-form parsing
- Active substance extraction
- Excipient + route mapping
- JFDA clinical dictionary alignment
NeuroExtract
General-purpose entity and administrative metadata extraction. Acts as a moderate-cost, reliable fallback engine for non-structured fields not covered by specialist Neuro tools.
See it in action- General-purpose entity extraction
- Administrative metadata harvesting
- Reliable moderate-cost fallback
- Covers gaps other tools miss
NeuroTVT
Clinical-grade Text Verification Tool performing word-by-word structural auditing between raw PDF and digital draft. Supports Visual OCR mode for Arabic scripts and Extracted Text mode for speed.
See it in action- Word-by-word structural audit
- Visual OCR mode for Arabic scripts
- Extracted Text mode for speed
- Side-by-side JSON diff output
NeuroAnalytics
The master auditing coordinator. Runs real-time cross-referencing checks via Web Grounding. Orchestrates all 8 sub-auditors in parallel — generating a full clinical compliance audit report.
See it in action- 8 parallel sub-auditors
- Live Web Grounding cross-reference
- Real-time compliance scoring
- Complete clinical audit report
NeuroAnalytics builds your audit report live.
8 parallel sub-auditors run. Each finding is appended to the report the moment it completes — no waiting for the full batch.
Audit Checks
general_info
General Info Validation
organization
MAH Verification
medicinal_product
Medicinal Product
composition_structure
Composition Structure
composition_codes
FHIR Section Codes
composition_formatting
HTML Formatting
composition_integrity
Content Integrity
composition_pronunciation
Orthographic Check
Audit Report
NASHRA Clinical Compliance Audit Report
MUCOSOLVAN cough syrup 30 mg/5 ml — leaflet_ar_v1.3.xml
Lives inside the editor. Never in the way.
NeuroChat embeds directly into the CKEditor workspace. Regulatory teams get immediate AI assistance without leaving their document.
- 1
NeuroBubble Floating Portal
Appears above selected text. Query the AI inline — no context switching.
- 2
Bilingual Auto-Fix
Removes line-break artifacts, fixes Arabic/English spacing, normalizes numbers.
- 3
Scientific Notation Formatter
Converts "H2O" → H₂O automatically across the entire composition.
- 4
Ingredient Table Builder
Assembles compliant, semantically-tagged HTML tables from raw ingredient lines.
Your compliance team deserves smarter tools.
Book a 30-minute session with our compliance architects. We'll demo the Neuro Suite against your exact document type.