Making GMP Compliance
Practical Data Integrity, inspection readiness, SOP clarity and Quality Day workshops for regulated pharma and biotech teams.
I help teams prepare for audits, reduce Data Integrity risk and make GMP requirements easier to execute in daily work.
Fewer
Audit surprises
Clearer
Ownership & SOPs
Stronger
Execution quality
Less
Compliance confusion
Consulting Services
Practical Support, Clear Outcomes
Every engagement is designed to reduce inspection risk and improve daily GMP execution. Scope and deliverables are agreed upfront.
Data Integrity Quick Scan
28–30 hours
DI maturity snapshot, stakeholder interviews, top risks and a practical remediation roadmap. The fastest way to know where you stand before an audit.
Inspection Readiness Sprint
50–60 hours
Readiness gap review, mock audit preparation, document-request simulation and management briefing. Designed for teams facing an upcoming inspection.
GMP Clarity Sprint
60–80 hours
SOP landscape review, overlap and contradiction mapping, source-of-truth architecture and a simplification roadmap. The signature offer for execution clarity.
Quality Day Workshop
Half-day to full-day
Half-day or full-day interactive workshops for GMP, Data Integrity, CAPA, SOP clarity or inspection behavior. Practical exercises, not slides.
Fractional GMP / DI Partner
Ongoing monthly
Recurring advisory support for your DI program, CAPA quality, audit readiness and practical compliance execution. Your on-call quality partner.
Every project starts with a conversation. Scope and investment are agreed before work begins.
Digital Products
Tools That Build Judgment
Beyond consulting — interactive tools that train decision-making under real GMP pressure.
Data Integrity Decision Lab
An interactive simulator that puts your team inside a real batch-release case with integrity issues — and makes them decide under realistic pressure. Practice defensible GMP decisions before the stakes are real.
Try the SimulatorLeadership Preview
A concise four-panel view of what the simulator trains, what it measures, why it matters, and how to roll it out. Built for QA leaders evaluating strategic training value.
View Leadership PreviewThought Leadership
From the Feed
Practical GMP questions that open conversations. Each post starts with a question — never an answer.
“Your operator just corrected a result. Is it GDP — or a data integrity gap?”
“An inspector sees this batch record. What do they find first?”
“Three SOPs. One process. Zero clarity on who owns what.”
“The CAPA was closed. The root cause wasn't. Sound familiar?”
“Would you release this batch if your name was on the record?”
“The audit trail exists. But has anyone actually reviewed it?”
Ready to make compliance executable?
Start with a conversation. Whether it's a Quick Scan, a Quality Day, or a question about your inspection readiness — the first step is the same.
Start a ConversationBetter decisions protect patients.·Go beyond the standard. Lead with quality.