About
Theals is a healthcare
research and technology practice
Theals supports medical writing, grant strategy, clinical data analytics, and healthcare technology through a single integrated workflow.
Led by Aly Rogers, PhD (UC Irvine), bringing together medical writing, grant strategy, data analytics, and scientific publishing.
Practice overview
What the practice delivers
Work is structured around defensible assumptions, reproducible pipelines, and reviewer aware communication. Deliverables are designed to survive peer review, reruns, and real world scrutiny.
Medical writing & grant strategy
NIH grants, manuscripts, systematic reviews, and publication packaging. Federal and foundation experience across multiple agencies and therapeutic areas.
Clinical data analytics & AI/ML
Biostatistics, survival models, AI/ML for clinical data, and reproducible pipelines. Analysis designed for clinical endpoints and reviewer scrutiny.
Healthcare technology
Custom dashboards, clinical tools, and healthcare applications built by a team that understands clinical workflows and regulatory context.
Assumptions are explicit
Every analysis and claim is traceable to documented definitions and stated assumptions.
Outputs are versioned
Tables, figures, and summaries are produced in a way that can be rerun and compared over time.
Evaluation matches decisions
Metrics and validation are chosen to match the real use case, not generic benchmarks.
Reviewer aware communication
Narrative structure is built around what reviewers test: novelty, validity, and clarity of claims.
Scope is defined
Engagements start with clear inputs, deliverables, timelines, and constraints to prevent drift.
Confidential by default
Work is handled with conservative assumptions about privacy, attribution, and data handling.
About
Healthcare research practice built on scientific rigor, clear writing, and reproducible methods.
- 1
Aly Rogers, PhD — Founder
PhD from UC Irvine in pharmaceutical sciences. Published researcher in neurobiology and pharmacology. Leads grant strategy, scientific writing, data analytics, and clinical research delivery across federal and foundation engagements, with therapeutic depth in oncology, neurobiology, health equity, and translational research.
What clients typically gain
Clear scope, fewer rewrites, and outputs that are easier to defend internally and externally.
Fewer revision cycles
Cleaner logic and clearer claims reduce back and forth with coauthors and reviewers.
Auditable analysis
Versioned outputs and QA make it easier to answer questions about methods and definitions.
Better decision making
Analysis and modeling framed around the decision, not just the dataset.
Online
Location
San Francisco
Remote first
Coming soon
By scoped engagement
Reach us
Contact
Phone number available on request