Trusted Data Lineage. Actionable Insights.
At TraceLine Solutions, we help Biotech and Life Sciences organizations turn complex, fragmented data into structured, traceable, and AI-ready assets. Our expertise in semantic data architecture, lineage tracking, and standards harmonization enables teams to analyze, automate, and act on their data with confidence. This accelerates research, ensures compliance, and unlocks the full value of their datasets.
Our Mission and Expertise
Our expertise in semantic data modeling, lineage tracking, and standards harmonization enables teams to integrate and automate data efficiently, reduce compliance risk, and uncover actionable insights that support better research and decision-making.
We deliver value through:
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Applying semantic data architecture and FAIR principles to ensure datasets are interoperable and trustworthy
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Integrating multi-study and distributed datasets to provide a unified, actionable view of complex research data
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Designing practical, workflow-ready solutions that fit seamlessly into existing enterprise operations
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Partnering with research consortia and biotech organizations to deliver reliable insights that accelerate decision-making
Our Core Services
Strategic Information Architecture Engagements
We partner with organizations to design information architectures that bring structure, traceability, and shared meaning to complex life-science data landscapes. These engagements establish durable semantic and metadata foundations that support reliable analytics, repeatable automation, and the responsible use of advanced analytical methods over time.
Semantic Modeling &
Standards Harmonization
We design and align semantic models, metadata structures, and controlled standards that ensure consistent data meaning across studies, systems, and organizations. This work underpins metadata registries, catalogs, and harmonized standards, enabling deterministic workflows, scalable integration, and data assets that remain usable as analytical approaches evolve.
Data Lineage, Provenance &
Trust Frameworks
We help organizations establish clear data lineage and provenance across distributed pipelines, creating transparency, auditability, and operational trust in their data assets. These frameworks reduce compliance risk and unlock automation and advanced analytics by making data context explicit and machine-interpretable.
TraceLine focuses on the data foundations required for automation and advanced analytics, not on transient tools or models.
Meet Our Team
Dr. Selena Baset
Founder & Principal
Selena Baset founded TraceLine Solutions to help life sciences and biotech organizations establish durable data foundations in environments where scale, regulation, and complexity collide. With over 15 years of experience spanning academia and industry, she designs semantic architectures and metadata systems that enable alignment across domains, platforms, and functions.
Her approach combines systems thinking, deep semantic expertise, and practical delivery. Selena works with organizations to make data context explicit, unlock deterministic automation, and support advanced analytics through traceable, interoperable, and governance-aware information architectures.
Get in Touch
Have a question or need assistance? Feel free to reach out to us. We are here to help you with any inquiries regarding our services or solutions.