Introducing Cognizio Core

Operational Intelligence
for Regulated Manufacturing

Cognizio Core harmonizes LIMS, MES, ERP, SPC, and GxP systems into a single AI-powered knowledge layer — deployed entirely within your own environment.

Azure · AWS · GCP · On-Premise · 21 CFR Part 11

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Private Deployment
Your Infrastructure
No Data Egress
GxP-Compliant
AI Orchestration

Cognizio Core

A Central Knowledge Layer for Your Entire Manufacturing Operation

Most manufacturing organizations run on 6–10 disconnected systems. Cognizio Core sits above them all — connecting, harmonizing, and reasoning across your data without replacing any existing system.

Private DeploymentYour InfrastructureNo Data EgressSingle Source of TruthAI OrchestrationKnowledge GraphGxP-Compliant

Knowledge Graph Platform

A living, queryable knowledge graph that maps relationships across every batch, material, process parameter, result, and deviation — across all connected systems.

Harmonized Enterprise Data Model

A unified data model purpose-built for regulated manufacturing — resolving semantic inconsistencies across LIMS, MES, ERP, and SPC into one coherent ontology.

AI Orchestration Layer

Coordinated AI agents that query, reason, and synthesise across every connected system simultaneously — delivering contextualised answers in natural language.

Single Source of Truth

One authoritative, GxP-aware intelligence layer that replaces fragmented point-to-point queries with a consistent, audit-ready view of your manufacturing operation.

Private Deployment

Not SaaS. Deployed entirely within your environment — Azure, AWS, GCP, or on-premise. Docker and Kubernetes container stack with IaC deployment scripts. No data egress.

21 CFR Part 11 Aligned

Data integrity and audit trails are foundational — not add-ons. Every query, every AI output, and every action is traceable and defensible under GxP and Annex 11.

Full platform details — deployment architecture, connectors, licensing

Purpose-Built Intelligence

Not adapted to regulated manufacturing. Designed for it.

Generic industrial platforms are horizontal tools configured to fit your industry. Cognizio Core was built from the ground up for pharmaceutical, biotech, and regulated manufacturing.

Generic Industrial Platform
Cognizio Core
Data Residency
Cloud-Hosted SaaS
Regulated data exits your infrastructure for processing and storage. Compliance requires workarounds.
vs
Data Residency
Private Deployment
Your data stays in your environment — Azure, AWS, GCP, or on-premise. Zero egress, by design.
Domain Knowledge
Configure-Everything Model
Months of ontology and data-modelling work before any cross-system intelligence reaches your teams.
vs
Domain Knowledge
Pre-Built Manufacturing Ontology
LIMS, MES, ERP, SAP, Veeva, and OSIsoft PI connectors with a validated semantic model, ready to deploy.
AI Architecture
Dashboards First, AI Appended
Visibility tools with AI features bolted on. Reasoning is single-system and prompt-dependent.
vs
AI Architecture
Knowledge Graph, AI-Native
AI agents reason across all connected systems simultaneously — not one dashboard at a time.
Regulatory Alignment
Compliance by Configuration
21 CFR Part 11 and GxP require separate validation effort, add-on modules, and ongoing maintenance.
vs
Regulatory Alignment
GxP by Design
Every query, output, and action carries a 21 CFR Part 11-defensible audit trail. Built in, not bolted on.
Industry Fit
Horizontal by Design
Built for any industry. Optimised for none. Expects your teams to become experts in the tool.
vs
Industry Fit
Regulated Manufacturing Native
One industry focus. Every feature, connector, and ontology decision exists because this industry requires it.
No SaaS. No Data Egress.
Purpose-Built Ontology
AI-First Architecture
GxP by Design
Weeks to First Insight

Industries

Built for the Complexity of Regulated Manufacturing

Designed for the specific data environments, regulatory frameworks, and operational demands of regulated industries.

Pharmaceuticals

Batch genealogy, GxP-compliant analytics, LIMS integration, and AI-powered quality trend monitoring across global manufacturing networks.

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Biotechnology

Bioprocess intelligence, multivariate process analytics, and cross-stage data comparability from development through commercial manufacturing.

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Food Manufacturing / CPG

Real-time SPC, cross-site operational intelligence, end-to-end traceability, and compliance-ready reporting for regulated food production.

Learn more

Why Cognizio

Platform Depth.
Domain Expertise.
No Overhead.

Enterprise-grade operational intelligence, deployed in your infrastructure, with the directness and responsiveness of a focused specialist firm.

Your Infrastructure. Your Data.

Cognizio Core is deployed entirely within your own environment — Azure, AWS, GCP, or on-premise data center. A Docker and Kubernetes container stack with full IaC deployment scripts. Regulated data never leaves your infrastructure.

Software License. Not SaaS.

Annual platform license per-site or enterprise-wide. One-time implementation fee covers ontology mapping, connector setup, and validation support. License includes all updates, patches, and new system connectors as released.

Built from Domain Experience

Every architectural decision in Cognizio Core reflects real-world experience with the fragmented data environments that pharma and biotech organisations actually operate in.

Rapid Time-to-Value

Pre-built connectors and ontology mappings for LIMS, MES, ERP, SAP S/4HANA, Veeva Vault, and OSIsoft PI. Most initial deployments achieve first insights within weeks of go-live.

6+
System Types Connected
LIMS · MES · ERP · SPC · QMS · Historian
100%
Private Deployment
No data egress · Your infrastructure
GxP
Compliant by Design
21 CFR Part 11 · Annex 11
15+
Years Domain Experience
Pharma & regulated manufacturing

See Cognizio Core in Action

Explore the interactive demo, or speak with our team about deploying Cognizio Core within your environment.

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