Audit Trail Reviews:
Finally done right
An AI-assisted approach to reviewing GMP audit trails. Designed for regulated environments.
Built for QA, CSV and GMP teams who want clarity, not noise.
The problem with audit trail reviews
Manual review processes vary across teams and systems. Effort scales poorly with data volume.
Large audit trails create “needle in a haystack” scenarios, especially across complex workflows.
Generic tooling often fails to align with regulated expectations, documentation and traceability.
Audit trails are critical, but reviewing them is still largely manual.
Our vision
SourLemons is building an AI-assisted review layer for GMP audit trails.
Not to replace human judgement, but to support it with structure, traceability and focus.
- Risk-based prioritisation
- Human-in-the-loop by design
- GMP principles at the core
Built for regulated environments
We think in terms of process, traceability, and audit readiness.
Built with Annex 11 / Annex 22 thinking in mind.
Shaped by real-world validation and GMP system experience.
Who SourLemons is for
Review with confidence, consistency and focus.
Designed with compliance thinking in mind.
Especially for large, complex audit trails.
For teams dealing with large or complex audit trails. Für Teams, die mit großen oder komplexen Audit Trails arbeiten.
Follow the journey
We’re validating the problem, shaping the solution and sharing insights along the way.
Legal Notice
Information in accordance with ECG, UGB and Media Act (Austria) and relevant EU regulations.
Media Owner & Operator
Purpose of the Website
This website serves to provide information and present a conceptual software project (“SourLemons”) in the field of digital compliance, audit trail analysis, and quality assurance in regulated environments (e.g., GMP).
The content is aimed at professionals in the pharma, biotech, and MedTech industries and serves exclusively for general information, product presentation, and technical classification.
It constitutes neither a binding service offer nor legal or regulatory advice.
Responsible for content acc. to § 18 Abs. 2 Media Act
Philipp Wanka
Am Renninger 12/7, 3400 Klosterneuburg, Austria
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Philipp Wanka
Am Renninger 12/7
3400 Klosterneuburg
Austria
E-Mail: [email protected]
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