Pharmaceutical. From molecule to market, accelerated by data, AI and compliance-first cloud.
Relic partners with global pharma and biotech to modernize R&D data platforms, GxP cloud infrastructure, commercial engagement and regulatory reporting.
What keeps leaders up at night.
How Relic engineers the answer.
R&D lakehouse
Unified omics, clinical and real-world data with governance.
Regulated cloud
GxP-validated landing zones with audit trails baked in.
Commercial AI
Next-best-action for reps and omnichannel HCP engagement.
eCTD & submissions
Automated document generation and dossier assembly.
Modern building blocks.
From assessment to scale.
Digital maturity, compliance posture and value-stream mapping.
Signature experiences and platform blueprints tied to business KPIs.
Modern platforms with governance, security and observability by default.
Adoption programs, FinOps and continuous product evolution.
What we typically deliver.
What's next in Pharmaceutical.
Outcomes we've delivered.
Unified R&D data lake with governed self-service for scientists.
Validated AWS landing zone plus MLOps for translational science.
Pharmaceutical questions.
Can Relic deliver GxP-validated cloud environments?+
Yes. We build GxP landing zones with change control, audit trails, validated pipelines and documentation your QA and CSV teams can defend in inspection.
How do you unify fragmented R&D and clinical data?+
A governed lakehouse that connects omics, clinical and RWE with lineage, access policies and scientist-friendly self-service, not another data swamp.
Do you work with Veeva, Benchling and IQVIA estates?+
We integrate and extend the platforms you already run, adding AI and automation where they create measurable cycle-time gains.
How can AI help regulatory submissions safely?+
We automate drafting and dossier assembly with human review gates, controlled corpora and full traceability from source to submission package.
What about commercial HCP engagement and next-best-action?+
Omnichannel engagement platforms with compliant content, preference management and AI that respects medical/legal/regulatory review.