The AI Workbench for Pharma
An intelligent collaboration platform for drug R&D and manufacturing quality management
Upgrading from manual line-by-line work to human-AI collaboration with proactive AI delivery
Twelve Modules Covering Every Pharma Scenario
From protocol design to batch release, from data verification to submission preparation
Smart Protocols
AI-assisted protocol design: validation, process and stability study protocols drafted by AI and reviewed by experts.
View docs →A Purpose-Built Foundation for Pharma
Not a repackaged general-purpose AI tool — built around the full CMC lifecycle and GMP quality systems
GraphRAG Compliance Brain
Quality knowledge organized as a knowledge graph — 27 knowledge nodes, 238 semantic edges, vector-embedding retrieval augmentation. Every AI answer is grounded and citable, dramatically reducing hallucination on pharmaceutical terminology.
- Nodes + semantic edges
- Retrieval-augmented generation
- Citable sources
Multi-Agent CAPA Loop
Detection, tracing and compliance agents work in series: automatic CPP deviation detection → graph-based root-cause analysis → CAPA ticket drafting, with the full workflow automated and recorded.
- Detection Agent
- Tracing Agent
- Compliance Agent
AI Assistant · Query by Chat
Query platform data in natural language — "What is the purity trend of the last 10 batches?" answered instantly. 22 slash commands cover high-frequency operations; type / to invoke.
- Natural-language queries
- Slash commands
- Quick-query chips
Tamper-Proof Audit Trail
SHA-256 hash chains record every critical operation; log integrity is verifiable, meeting GMP data integrity (ALCOA+) and inspection requirements.
- SHA-256 hash chain
- Integrity verification
- Multi-dimension filtering
The Efficiency Flywheel: Smarter with Every Use
Every use deposits reusable quality knowledge assets for your organization
Data Ingestion
Lab and production data unified and governed into a high-quality AI foundation
AI Drafting
Protocols, reports and submissions drafted by AI; humans review and decide
Human Review
Experts gate critical judgments; e-signature trails keep accountability clear
Knowledge Reuse
Output becomes organizational assets; expertise no longer walks out the door
↻ Output becomes organizational assets · Members reuse directly · Enterprise efficiency compounds
Compliance Built In, Not Bolted On
From policy to technology — safeguarding enterprise-scale AI adoption in GMP environments
Compliance Built In
Every output stands up to inspection
ICH Compliance Pre-check
Submission-style reports automatically run review rules based on ICH Q8/Q9/Q10/Q11, presented on a red-amber-green risk board.
GMP-Aligned Quality System
Deviation, CAPA and change management flows embed GMP requirements; data integrity follows ALCOA+ principles.
Electronic Signatures
Deliverable approvals support e-signatures, aligned with 21 CFR Part 11 concepts.
Access Governance
Every operation has clear boundaries
Fine-Grained RBAC
5 preset roles and 25 fine-grained permissions; role-based access control with permission inheritance.
Segregation of Duties
Responsibilities assigned by organizational structure; permission boundaries are transparent at audit time.
Full-Process Audit
Create, update, delete and approval events all recorded, filterable by resource, user and agent.
Data Sovereignty
Your data always stays under your control
SaaS + On-Premise
Start fast with a SaaS subscription, or deploy on-premise with data fully inside your environment.
No External Dependencies
Front-end assets self-hosted with no external CDN dependency — fits intranet and air-gapped environments.
Never Used for Training
Without your authorization, business data is never used for model training or disclosed to third parties.
An AI Workbench for Every Pharma Role
See typical scenarios and workflows by role
Multi-agent CAPA flows automatically: detect → trace → draft → verify to closure, with record review and quality knowledge governance in one place.
View scenarios →Real-time monitoring and alerting on critical process parameters; batch-release summaries and analysis reports generated in one click.
View scenarios →Automated data validation; batch summaries, CPP-CQA and stability reports drafted by AI, exported to Word/PDF straight into the approval flow.
View scenarios →eCTD Module 3 trace-through reports with data lineage to source batches, plus ICH pre-checks on a red-amber-green board.
View scenarios →Custom dashboards plus natural-language queries — production and quality status answered instantly.
View scenarios →Let AI take over data and paperwork,
so pharma people can focus on R&D and quality
Book a product demo, or start a free POC