AI Solutions for Pharma & Life Sciences
Reduce cycle time across safety, clinical ops, and quality—without compromising compliance.
Celestial helps pharma and life sciences teams move AI from pilots to validated, production-ready workflows. We prioritize initiatives that reduce cycle time and improve decision quality—then deploy securely with governance, traceability, and change management built in.
Why now?
AI has moved from experimentation to expectation—but many life sciences organizations are still stuck between ideas and outcomes. Teams are under pressure to do more with the same capacity, while regulatory scrutiny, documentation demands, and data complexity keep rising. In regulated environments, not every use case is worth doing first. The advantage goes to teams that focus on a small set of initiatives that can be validated, adopted, and measured. Our approach is designed for this reality: focused and defensible—built to deliver value in short cycles.
Use Cases and Outcomes
Drug Safety: Pharmacovigilance Case Intake & Triage
Reduce backlogs, improve consistency, and accelerate signal detection—while keeping humans in control.
Safety teams spend significant time on intake, data extraction, duplicate checks, and routing—often across multiple channels and formats.
We can help you:
- Automate intake and data extraction from emails, PDFs, call notes, and portals
- Triage and prioritize cases with configurable rules plus ML-assisted scoring
- Generate structured case summaries to speed medical review and follow-up
- Embed audit trails, traceability, and governance aligned to inspection expectations
Clinical Operations: Protocol Feasibility, Site Selection & Pre-Screening Support
Improve enrollment velocity and reduce trial delays with stronger feasibility analysis, site selection, and pre-screening support.
Enrollment challenges often come down to fragmented data, inconsistent criteria interpretation, and slow, manual screening workflows.
We can help you:
- Translate protocol criteria into computable logic and standardized screening workflows
- Improve feasibility and targeting using available site/patient signals within your privacy, consent, and access constraints
- Prioritize outreach and screening with explainable scoring and operational dashboards
- Integrate into CTMS/EDC workflows with security, auditability, and governance built in
Quality & Regulatory: Inspection Readiness, Review Acceleration & Deviation Intelligence
Reduce review cycles and strengthen inspection readiness across quality, manufacturing, and regulatory functions.
A large share of quality and regulatory effort is spent finding, checking, and reconciling information across SOPs, batch records, deviations, CAPAs, and submission artifacts.
We can help you:
- Accelerate review cycles with automated extraction, cross-checking, and consistency checks
- Surface relevant precedent and supporting evidence across controlled content systems
- Detect trends in deviations and CAPAs to focus corrective action where it matters
- Implement traceability, approvals, and governance aligned to GxP expectations
Our Process
We start with a comprehensive discovery to identify opportunities and risks, then build a roadmap aligned to your priorities. After an AI readiness assessment, we implement use cases and support long-term optimization.
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