GMP Deviation Intelligence

GMP Deviation Intelligence for Pharma Manufacturing

Reduce release delays caused by fragmented GMP investigations. Causix helps pharma manufacturers investigate deviations faster, reuse prior site learning, and improve release-flow visibility across regulated manufacturing environments.

Built from 20+ years of industrial operations, digital transformation and regulated pharma experience.
GMP Investigation Flow
Context for release decisions
Human decision retained
Inputs
Deviation records
Prior CAPAs
SOPs and batch context
Causix
Investigation Support
Similar cases
Impact prompts
Release-risk visibility
Built for regulated environments
Human-in-the-loop Read-only options Pilot-ready MVP GMP workflow design Denmark-based
The problem

The investigation is not the bottleneck. Fragmentation is.

Every GMP deviation investigation requires information from multiple systems, documents and subject matter experts.

Investigation teams spend valuable time searching historical deviations, reviewing prior CAPAs, cross-checking SOPs, collecting batch context and aligning multiple stakeholders.

The result

  • Delayed release decisions
  • Blocked inventory
  • Repeated investigation effort
  • Inconsistent decision quality
  • Increased operational risk
Why this matters

This is not only a quality issue. It is a value-flow issue.

Blocked Inventory

Batches remain unavailable while investigations continue.

Delayed Market Supply

Product availability may be affected.

Expert Capacity Consumption

Quality, production, validation and SMEs reconnect fragmented information.

Repeated Investigations

Prior learning is difficult to find and reuse.

Release Risk Exposure

Leadership visibility often arrives too late.

The solution

Structured Investigation Intelligence

Causix supports investigators with workflow-specific decision intelligence.

Similar Deviation Retrieval

Find relevant historical deviations without manual searching.

Prior CAPA Context

Understand what actions were taken previously and how they performed.

Structured GMP Impact Review

Support product quality, patient safety, data integrity, validation, regulatory impact and release-risk assessment.

Operational Visibility

Give site and quality leaders visibility into investigation pressure, blocked cases and recurring risk patterns.

Product evidence

A working investigation workspace

The pilot MVP connects historical deviation review, linked action context and portfolio-level pattern visibility in one investigator-facing workspace.

Causix analysis view showing deviation volume, leading topics and root-cause classes

Historical pattern visibility

Review deviation volume, leading topics and root-cause classifications before drilling into a case.

Illustrative Causix leadership visibility view showing deviation load and release-flow pressure

Leadership visibility

Illustrative pilot view of investigation pressure, batches on hold and priority release-risk signals.

Investigator and historical pattern views are translated presentations of source-language records. Leadership visibility is an illustrative pilot view. Recommendations remain subject to expert review.

How it works

Human-led investigations with parallel leadership visibility

Causix strengthens investigation workflows without replacing human judgment.

Investigator Workflow

Inputs

Case context

  • Deviation records
  • CAPA history
  • SOPs and MES / ERP information
  • Investigation notes
Causix

Intelligence layer

  • Similar case matching
  • Historical patterns
  • Prior action context
  • Impact prompts
Workspace

Human decision

  • Faster case understanding
  • Reuse of site learning
  • Recommended next checks
  • Investigator remains in control

Leadership Visibility

In parallel, site and quality leaders can track:

  • Active deviation pressure
  • Overdue investigation queues
  • Blocked batch exposure
  • Release-risk indicators
  • Recurring investigation patterns
  • Pilot KPI progress
Parallel visibility, not autonomous closure
Built for regulated adoption

Decision support. Not autonomous closure.

Causix is designed specifically for regulated pharmaceutical environments. Human approval remains mandatory.

The goal is better decisions - not replacing GMP expertise.

  • Supports human judgment
  • Provides traceable recommendations
  • Works with read-only inputs
  • Maintains clear validation boundaries
  • Supports controlled pilot deployment
Why Causix exists

Built from firsthand operational experience

Most AI startups begin with technology. Causix began with a workflow problem.

Across years working with manufacturing performance, batch release flow, operational excellence and digital transformation, the same pattern kept appearing: the information existed, the knowledge existed and the experts existed. Decisions were delayed because information was fragmented.

Causix was created to help teams spend less time searching and more time deciding.

Leadership & pilot execution

Founder-led, commercially supported

Causix combines deep operational domain experience with pharma business development support for the first pilot phase.

Öner Tank

Öner Tank

Founder & Product Lead
  • Industrial Engineer, Executive MBA and Lean Six Sigma Master Black Belt
  • 20+ years across manufacturing, operational excellence, supply chain and ERP transformation
  • Regulated pharma and transformation experience including Novo Nordisk and Bayer

Causix is founded by someone who has lived the workflow problem.

LinkedIn profile
Marck Wøhler

Marck Wøhler

Business Development Partner
  • Senior pharma business development profile
  • Supports pilot access and commercial positioning
  • Supports pharma market access and early commercial validation
LinkedIn profile

Additional technical and implementation support is engaged during pilot preparation.

Current status

Pilot-ready MVP

We are currently engaging with selected pharma and biotech organizations for pilot discussions.

  • Leadership dashboard
  • Investigator workspace
  • Role-based views
  • Read-only architecture
  • Pilot KPI tracking
  • Structured investigation workflow
Call to action

Looking for pilot partners

We are currently seeking a limited number of pilot partners within regulated manufacturing environments.

We welcome a discussion if you face:

  • Long deviation lead times
  • Investigation bottlenecks
  • Limited reuse of prior CAPA learning
  • Release-flow visibility challenges

contact@causix.ai
+45 50 28 88 03
Greater Copenhagen, Denmark