How to automate the processing of Stability Reports

How to automate the processing of Stability Reports

How to stop manually reviewing thousands of test results from Stability Reports? Smart automation turns raw pdfs into actionable, searchable and reusable data:

• Accelerate regulatory submissions by processing 10,000 tests results in under 30min
• Increase quality and compliance through consistent, standardized data capture
• Increase reliability and traceability of data in your regulatory submissions

HOW IT WORKS

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Why do Pharma teams want to automate Stability Reports processing?

All Pharma Quality & Regulatory teams are looking for speed, data quality and traceability: smart automation enables to extract and validate 10,000 test results in less than 30 minutes, whilst data completeness, consistency and traceability improve the overall quality of regulatory submissions.

Decrease human review time by at least 60%

Eliminate lengthy reviews, copy pasting and custom scripts to process test results.

Smart automation extracts raw data and summarizes key values instantly. So you can focus on the analysis.

Feed high quality data into regulatory submissions

Review and validate the content in a few clicks. Apply your own alerts and business rules.

Create a tailored output that feeds consistent and compliant data into your regulatory documents

Search and retrieve past information easily

Structured data with associated context (metadata) enables reliable processing by LLMs, so you can quickly query a document or the whole archive through an intuitive NLP interface.

How you can achieve large efficiency gains with limited setup for Stability Reports

Turning Stability Reports into digital, structured data unlocks efficiency throughout the Quality and Regulatory value chain:

Feed stability reports by email, ftp or upload into a unified workflow

ML-powered models extract and classify information and attach context (metadata)

Configurable human-in-the-loop validation ensures quality and enables further actions

Use a simple chat interface to search, compare and analyze the Reports

Feed the structured data from the Stability Reports into downstream systems

How does smart automation on Stability Reports work?

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Tailored models extract data from the Reports and attach context

Dedicated Machine Learning models identify and extract key measurements from your Stability Reports, adapting to various formats and layouts.

Relevant context, such as document metadata and structure, are also attached, providing traceability and reliability in further processing steps.

Quality experts validate the content and trigger next steps

Configurable business rules can transform the test results and adapt it to your specific needs and systems.

Review-by-exception workflows let experts quickly validate results, tag colleagues and approve the output.

This ensures that only validated test results move forward, with action logs for GxP compliance and streamlined audits.

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Integrate Smart Test Result Extraction into your Overall Quality Process

Visual workflow orchestration enables flexible reuse of extracted data. Moreover, ensure all downstream systems are catered with verified and high-quality test results.

The data can be sent to your systems automatically via APIs for compliance tracking or further analysis.

Based on machine learning models tailored to Quality & Regulatory needs

Highest accuracy for complex documents, through document & table specific models

Models are fine-tuned on your data for precision and privacy. Your models, your data.

Human-in-the-loop interfaces to ensure validity and compliance of data and models

Traceability back to the source, for auditing and versioning, and avoiding the risk of hallucination

Frequently asked questions

Why would your models understand our Stability Reports better than state-of-the art Copilot or OpenAI LLMs?

Whilst LLMs are trained on global web content, our models are trained specifically on quality and regulatory documents. When our system ingests a Stability Report, it will run 15 separate models, each trained to understand specific components of the document with accuracy (titles, tables, footnotes, etc.).

As these models are proprietary to Acodis, it is much more cost-effective and traceable than systems relying purely on external LLMs.

Finally, our system can also integrate LLM post-processing, so clients actually get the best of both worlds !

Concretely, what do I get out of the system in a few weeks?

In a couple of hours, we can set up a dedicated instance and run our standard models on your Stability Reports. With 20 to 30 processed documents, you have a first version of a model adapted to your needs.

You have the possibility to extract key information and query the Stability Reports through an interface similar to ChatGPT, enabling you to answer any questions, get summaries, and draft pieces of content. Always with the access on-screen to the source document. So you can ensure that the output is conform to the actual content.

Within a few weeks, we can work further on the patterns of your documents, train models with 100 Stability Reports, and create outputs that address your business needs in a more automated fashion.

Does Acodis support GxP compliance and validation requirements?

Yes. Acodis is built to support GxP-regulated environments and aligns with GMP-compliant documentation requirements. The platform ensures traceability, complete audit trails, version control, and robust data integrity — all critical for regulated processes.

What types of documents and formats can Acodis handle, including handwritten or scanned files?

Acodis can handle a broad range of document types, including PDFs, Word files, Excel sheets, PowerPoint decks, scanned documents, images, & even handwritten text. Whether your documents are structured, semi-structured, or entirely unstructured, Acodis extracts the relevant data accurately. Even from complex formats like tables, multi-page reports, or low-quality scans.

Can Acodis integrate with our current systems (like LIMS, QMS, ERP)?

Yes. Acodis integrates seamlessly with existing enterprise systems such as LIMS, QMS, ERP, and other document or data platforms. As a SaaS solution, it supports flexible integration options including REST APIs, FTP, and other standard protocols, whether you're working in a cloud, hybrid, or on-premise environment.