Integrity Built Into Design
Audit trails, role-based access, electronic signature support, and data lineage are designed in from the start to respect 21 CFR Part 11 and EU Annex 11 expectations.
Industries
Pharma & Life Sciences Data Analytics
Move Research Forward Without Compromising Data Integrity
Pharmaceutical, biotech, and medical device companies bring us in to build data platforms and analytics that hold up to regulatory scrutiny. Our work spans research data, clinical operations, supply chain traceability, and commercial insight.
What We Deliver
Where We Make the Difference
Life sciences teams need faster answers from research, clinical, and commercial data, but every system that touches regulated records must preserve integrity. Speed and compliance often feel at odds. We design with GxP expectations in mind from day one, so validation is planned into the work rather than added at the end.
Research and Clinical Data
Clinical trial, biomarker, and real-world evidence data harmonized to standards such as CDISC SDTM give scientists and clinical operations one reliable place to explore results.
Serialization Data Visibility
Integration with your serialization and track-and-trace systems brings product movement data into analytics that support DSCSA and EU FMD obligations and faster investigation of exceptions.
Commercial and Launch Insight
Prescription, claims, and field activity data combine in governed models that show launch uptake, market access trends, and field force performance by territory.
Our Approach
How We Deliver Pharma & Life Sciences
Step 1: Classify Regulated Data
We identify which data and systems fall under GxP, map your current validation documentation, and agree on where risk-based controls are needed.
Step 2: Design for Validation
Requirements, risk assessments, and design specifications are written before development, so your quality team can plan computer system validation alongside the build.
Step 3: Build and Test With Evidence
Development follows documented test scripts, with results and deviations recorded to support your IQ, OQ, and PQ activities and your quality team's review.
Step 4: Keep It in a Validated State
Change control procedures, periodic review support, and clear documentation help your team keep the system compliant as data sources and requirements change.
Do you validate systems for us?
Your quality organization owns validation and release. We plan the work around your validation approach, produce the requirements, design documents, and executed test evidence it needs, and support your team through review.
Can cloud platforms be used for GxP workloads?
Yes, with the right controls. Major cloud providers publish guidance for regulated life sciences workloads, and we design configurations, access, and audit logging to fit your quality system.
Do you replace our clinical or quality systems?
No. We integrate with the systems you already run, such as EDC, CTMS, LIMS, and Veeva, and build analytics on top of them without disturbing their validated status.
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