LIFE SCIENCES ANALYTICS

Data Integrity & Audit Trails

Explore appropriate technical approaches to provenance, verification and auditability.

Discuss an analytics project

What we can help you build

Data hashing

Use cryptographic hashes to detect changes in records.

Automated controls

Assess where automated checks may support integrity.

Audit trails

Design traceable records of important system events.

Regulatory considerations

Assess the suitability of technical options for applicable requirements.

Verification workflows

Support verification of records and document history.

Architecture assessment

Choose proportionate solutions rather than assuming blockchain is required.

A practical, phased approach

We begin with your scientific objectives, data sources and existing systems. We then agree the scope, expected deliverables, verification needs and a realistic implementation plan.

Methods, deliverables and applicable GxP responsibilities are assessed for each project; this page does not describe a validated off-the-shelf product.

Discuss your scientific data challenge

Tell us about the workflow, dataset or analysis you want to improve.