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CONTENT GENERATION, PRIMITIVE 01

URS Agent

AI-powered requirements intelligence that transforms weeks of manual URS authoring into minutes of automated, GxP-compliant documentation

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Observe
Reason
Generate
Validate
URS Agent
Just now
New

Processing natural language prompts and multi-modal inputs

Text prompts | Meeting recordings | Visual materials | Documents | Videos

Observeβ€ΊInput Processing
Johnson & JohnsonAstraZenecaNestlΓ©SCA PharmaRhythm PharmaAVEVAVeevaIBMHylandGalvani BioelectronicsOmniscient NeurotechnologymeshMDVeloxisAllovirBattelleFulcrum TherapeuticsNovartisIdorsiaKnipperOrganaBioRomarkWindtree TherapeuticsClene NanomedicineBio-Rad
1

Observe: Intelligent Input Processing

URS Agent accepts natural language prompts and processes diverse input formats, text, audio, visual materials, documents, and videos, to extract structured requirements without rigid templates.

Capturing requirements from any source

Multi-modal input processing converts unstructured inputs into structured, testable requirements with zero manual formatting.

β€œ

What traditionally takes days or weeks is delivered in minutes, ready for same-day review.

2

Reason: AI-Powered Requirements Intelligence

The URS Agent analyzes inputs using built-in regulatory knowledge (GAMP 5, FDA CSA, Annex 11, 21 CFR Part 11) to generate structured, testable, traceable requirements meeting global compliance standards.

Generating GxP-compliant requirements

Automatic regulatory alignment, SMART criteria enforcement, risk classification, and scope management with full traceability.

β€œ

URS documentation that used to take 4-6 weeks now takes less than 24 hours. The AI understands GAMP 5, FDA CSA, and Annex 11 requirements perfectly.

3

Act: Generate Audit-Ready Documentation

URS Agent produces complete, template-aligned User Requirements Specifications with embedded traceability, workflow diagrams, and comprehensive audit trails, ready for immediate SME review and approval.

Delivering production-ready URS

Complete documentation with executive summary, functional requirements, compliance requirements, workflow diagrams, and traceability matrix.

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Validation engineers become supervisors of intelligent systems, not document clerks. They review AI outputs, make risk-based decisions, and ensure contextual accuracy.

Intelligent By
Core Design

Advanced cognitive capabilities with deep regulatory knowledge for autonomous compliance.

Multi-Modal Input
Accepted Formats
128
PDFs
34
Recordings
12
Videos
56
Visuals

Multi-Modal Input Processing

Accept natural language prompts, meeting recordings, visual materials, PDFs, and videos to extract structured requirements.

Regulations
GAMP 5
FDA CSA
Annex 11
21 CFR Part 11
Compliance Engine
ISO 13485 mapped100%
Risk categories95%
Auto-classification98%

Regulatory Compliance Engine

Built-in knowledge of GAMP 5, FDA CSA, Annex 11, 21 CFR Part 11, ISO 13485, and IEC 62304 standards.

Generation Progress
Scope & Objectives
Functional Specs
Performance Criteria
Regulatory Mapping
65% complete β€’ ~3 min remaining
Document Outline
1. Introduction2 pg
2. Scope3 pg
3. Requirements8 pg
4. Acceptance Criteria4 pg
5. Appendices2 pg
19 pages

Real-Time Generation

Generate complete URS documents in minutes with automatic workflow diagram creation and version control.

SMART Criteria
Requirements Quality
S
Specific
98%
M
Measurable
96%
A
Achievable
100%
R
Relevant
97%
T
Time-bound
95%
Unique IDs
Validated
Templated

Precision Documentation

Template-aligned output with SMART criteria, unique requirement IDs, and complete traceability foundation.

Key Performance
Metrics

85-90%
Effort Reduction
Weeks to minutes
Zero
Compliance Gaps
GAMP 5, FDA CSA, Annex 11 aligned
100%
Traceability
Audit-ready from day one