Hidden inefficiencies, poor protocols, and bad data decisions are silently killing your production.
Labs can lose up to 30% of production without ever realizing it.
You follow the protocol. You train the team. You buy the right reagents. And yet contamination fluctuates, multiplication disappoints, and profitability stays unpredictable. The protocol isn't the problem — the absence of a data system is.
Without tracking loss rates by species, operator, or subculture cycle, you have no idea where production is actually leaking.
A 5% contamination rate at 500 vessels is manageable. At 50,000 vessels it becomes a catastrophe. Data systems make scaling safe.
Without patterns to rely on, management becomes reactive. The HOPS Method replaces guesswork with measurable, repeatable systems.
| Area | ❌ Without HOPS | ✅ With HOPS |
|---|---|---|
| Loss visibility | 34% of production lost undetected | Every loss tracked, sourced, and quantified |
| Decision making | Gut feeling — protocol changed repeatedly | Root cause identified fast with data evidence |
| Contamination | Always firefighting after the fact | Early warning signals, predictive action |
| Scaling | More volume = amplified hidden problems | Data system scales with the lab safely |
| Reporting | Reports nobody uses or acts on | Dashboards that directly trigger decisions |
High-Output Plant Systems is a four-pillar operational framework developed for commercial tissue culture labs. It turns raw production data into decisions that compound over time — without changing your protocol.
Developed over years of research and applied consulting with commercial labs across Latin America, Africa, and Southeast Asia.
Identify production failures that never appear on reports — contamination variance, operator drift, stage-by-stage attrition. You can't fix what you don't see.
Build the minimum viable tracking system for your lab. What to record, how to record it, and how to make your team use it — without adding overhead.
Turn weeks of data into actionable patterns. Read your production curves, spot early warning signals, and predict problems before they hit the vessels.
Build decision frameworks grounded in your own data. Move from protocol-based management to systems-based management — and watch results compound.
We map what you track today and find where production is leaking.
We set up the minimum viable data infrastructure for your lab.
After 2–4 weeks of data, patterns emerge. Root causes become visible.
We build protocols your team can act on — backed by your own numbers.
As your lab grows, your data system scales with it — protecting every vessel.
A structured audit of your current production data, tracking systems, and operational blind spots. Walk away with a clear map of where your lab is losing money — and why.
Request a Diagnostic →We build your complete data infrastructure from scratch — tracking templates, KPI dashboards, and decision frameworks — then train your team to use them daily.
Learn More →Custom AI tools that monitor your production data in real time, detect anomalies before they compound, and deliver actionable alerts directly to your team.
Get in Touch →"We had been changing protocols for 6 months with no improvement. After HOPS I realized the issue was a single operator working Monday mornings. One data point. It changed everything."
"Dr. Adriane's approach is completely different from any protocol-based consulting I'd done before. Within 4 weeks, our multiplication rates increased by nearly a third."
"I identified a vitrification pattern in our banana cultures that had been invisible for 8 months — costing us $4,000/month. The data was always there. We just weren't reading it."
I spent years watching labs with excellent scientists and optimized protocols still losing 30–40% of their production — not because of bad science, but because of invisible operational failures nobody was measuring.
The HOPS Method is what I wish existed when I started. It's the framework that turns a lab full of data into a lab full of decisions.
Doctoral research focused on commercial micropropagation systems and production optimization.
Working with labs across Latin America, Africa, and Southeast Asia through Herbaltech R&I.
Building the first AI-powered tools purpose-built for commercial tissue culture operations.
Start with a free diagnostic conversation. We'll identify the biggest data blind spots in your operation — in under 30 minutes.
Schedule a Free Call →We work with commercial micropropagation labs of all sizes — from 50,000 to 5 million vessels per year. Species include banana, orchid, eucalyptus, strawberry, sugarcane, pineapple, heliconia, anthurium, potato, and more. If you propagate commercially, HOPS applies.
No. HOPS is a data layer on top of your existing operations. We don't change what you do — we help you see what's actually happening so you can make better decisions about what to change, if anything.
Most labs identify their first actionable insight within 2–4 weeks of implementing the tracking system. Measurable production improvements typically emerge within 60–90 days as patterns accumulate.
Both. Our methodology was built for remote delivery — we've worked with labs across 3 continents without being on-site. For larger implementation projects, we can arrange visits depending on scope and location.
A free 30-minute diagnostic call. We listen to your current challenges, map your existing data infrastructure (or lack of one), and tell you exactly what we see as your biggest opportunity. No commitment required.