Invisible Drag in the lab: the work nobody designed, owns or measures
Learn why the friction slowing your science never appears in a plan, a KPI or a budget.
Every lab carries a hidden load: the chasing, re-keying and firefighting that nobody planned for and everybody has learned to live with. We call it Invisible Drag. Before you can remove it, you have to see it.
The instrument everyone relies on
Every lab has one. The instrument everyone relies on.
A key project has a milestone in two weeks, and the data has to come off that mass spectrometer. Then it develops a fault.
Is it under a service contract? Nobody’s sure. Where’s the paperwork? Someone thinks it’s in a shared drive. Someone else thinks it went with the person who left last year. Who do you call? It depends who you ask.
It turns out there’s no contract. So there’s an unplanned repair bill, and no room to negotiate. The head of operations spends a week on it instead of her real job. The data is late. The milestone slips.
R&D felt it. Operations felt it. Finance felt it. None of it was in a plan.
The fault wasn’t the problem. Instruments break. The problem was everything around it: the missing information, the chasing, the scramble. That is Invisible Drag.
What Invisible Drag is
Invisible Drag is the friction built into how a lab runs: the effort spent getting work done around the process rather than through it.
It isn’t one big failure. It’s hundreds of small ones, repeated every day, that slow everyone down a little. Individually, each one is tolerable. Together, they decide how fast your science moves.
Where it comes from
Nobody sets out to create drag. It builds up over time, one sensible decision at a time.
The quick workaround
A system didn’t do what someone needed, so they built a spreadsheet to bridge the gap. It was meant to be temporary. Five years later, it decides whether an order gets placed.
The overcooked control
Something went wrong once, or someone feared it might. So a manual check was added. Then a second sign-off. Then a form. Each step was a reasonable response to a real or perceived risk. But nobody went back to ask whether the risk justified the cost. The system was overcooked, and the extra steps never came out.
The process nobody redesigned
The lab grew from 10 people to 60. The way of working that suited 10 people stayed, stretched and patched, because there was never time to stop and redesign it.
Give it a few years and all of this stops looking like a workaround. It becomes “how we do things here”. New starters learn it as the process. That’s the moment drag becomes invisible.
What it looks like
You won’t find Invisible Drag on an org chart. You’ll find it in the working day:
Not having the right information to hand
What’s in stock? What did we pay last time? Is this instrument under warranty? The answer exists somewhere, but not where you need it, when you need it.
Chasing
Suppliers for quotes and delivery dates. Colleagues for approvals. Finance for a PO number. Everyone is waiting on someone.
Handling the same information two or three times
A request is emailed, re-typed into a spreadsheet, then keyed into a new system. It passes from person to person, and every handover is a chance for it to change.
Frantic recovery
Work stops because something ran out, broke or was never ordered. Senior scientists and managers drop their real jobs to fix it.
The noise
The incidents, the email threads, the “can you just check” messages, the misinformation that gets acted on because nobody could confirm the facts.
Why nobody sees it
If it’s this disruptive, why does it survive? Because of three things it never has.
Nobody designed it.
It grew one reasonable workaround at a time, so there’s no single decision to reverse.
Nobody owns it.
It sits between scientists, lab operations and finance, so it belongs to no one.
Nobody measures it.
It never appears in a KPI, so it never appears in a budget.
And the people best placed to spot it are the busiest. The drag eats the time you would need to fix it. It’s also easy to feel you should have sorted it already, so it doesn’t get raised. It simply becomes normal.
What it costs
Because nobody measures it, few labs know what drag costs them. Where it has been measured, the numbers are stark. The Federal Demonstration Partnership’s survey of more than 11,000 US federally funded researchers found 44% of their research time went on administration and compliance. That’s more than two days of every working week. And the figure has crept up over time, despite advances in AI and software.
That survey covers academic research, not industry labs. But the pattern will be familiar to anyone who has run a biotech or pharma lab.
The bigger cost is what the hours don’t show. The skilled scientist doing work a system should do. The senior leader pulled into firefighting. The milestone that slips, and the investor update that follows. The supplier price nobody had time to challenge.
The most expensive thing in your lab isn’t your equipment. It’s the time your scientists never get back.
Invisible Drag is everywhere
In 30 years in pharma and biotech, I haven’t met a lab without it. Not the start-up, not the big pharma site. The size changes. The pattern doesn’t.
This isn’t a criticism of anyone. Invisible Drag is what happens when a lab grows faster than anyone has time to design how it works. It’s nobody’s fault, and that’s exactly why it’s nobody’s job.
So here’s a challenge for this week. Ask your team three questions:
- 1What did you have to chase this week?
- 2What information did you type in more than once?
- 3What stopped work, and who had to drop everything to fix it?
Write the answers down. That list is your Invisible Drag. Once you see it, you can’t unsee it.
Coming next
Seeing the drag is the first step. In the next post in this series, I’ll look at how to remove it: how lean thinking helps you strip out the steps that add no value, so your scientists get their time back.
Want to go further now? My ebook sets out the method I’ve used over 30 years to redesign how labs work. Request your free copy.
Frequently asked questions
What is Invisible Drag?
Invisible Drag is the friction built into how a lab runs: the effort spent getting work done around the process rather than through it. It isn’t one big failure but hundreds of small ones, like chasing, re-keying and firefighting, that together decide how fast your science moves.
What causes Invisible Drag in a lab?
It builds up one sensible decision at a time. Common causes are:
- quick workarounds that become permanent, like a “temporary” spreadsheet
- extra controls added after a one-off risk and never removed
- processes that suited a small team but were never redesigned as the lab grew
What are the signs of Invisible Drag?
The common signs are:
- not having information to hand
- chasing suppliers, colleagues and finance
- handling the same information two or three times
- frantic recovery when something runs out or breaks
- constant noise from email threads and “can you just check” messages
Why is Invisible Drag so hard to spot?
Nobody designed it, nobody owns it and nobody measures it. It sits between scientists, lab operations and finance, and it never appears in a KPI or a budget. The people best placed to spot it are also the busiest.
How much time does admin take from researchers?
The Federal Demonstration Partnership surveyed more than 11,000 US federally funded researchers and found 44% of their research time went on administration and compliance, which is more than two days of every working week. That survey covers academic research, but the pattern is familiar in biotech and pharma labs.
How can I find Invisible Drag in my own lab?
Ask your team three questions:
- What did you have to chase this week?
- What information did you type in more than once?
- What stopped work, and who had to drop everything to fix it?
Write the answers down. That list is your Invisible Drag.
Caroline Briggs is a scientist and the founder and CEO of MyAmici. She has spent 30 years in pharma and biotech. MyAmici is the lab operations backbone for more than 250 life sciences companies, covering purchasing, inventory and equipment.