Science moves fast.
Documentation shouldn't slow it down.

Draftor Labs builds intelligent tools for wet lab scientists — so researchers spend more time discovering and less time writing things down.

Scientist using a digital documentation tool at the lab bench

Scientists are drowning in paperwork,
not discovery.

Every hour spent on manual documentation is an hour not spent advancing science. The cost is real — in time, accuracy, and compliance risk.

30–40%

of lab time lost to documentation

Researchers manually logging protocols, instrument readings, and observations — instead of running experiments.

⚠️
~50%

of experiments lack reproducibility

Incomplete records and missing deviations create a reproducibility crisis across pharma and biotech.

📋
High risk

in regulated environments

FDA, GMP, and GLP compliance demands meticulous records. Manual processes introduce audit-failing gaps.

Wet lab scientists — in pharma, biotech, diagnostics, and academia — face a paradox: the more rigorous the science, the more burdensome the record-keeping.

Protocols must be logged step-by-step. Instrument readings recorded in real time. Deviations noted. Every observation captured with timestamps. The notebook — paper or digital — becomes a burden rather than a tool.

The result is a system running on workarounds: notes taken after the fact, memory filling in gaps, and compliance teams patching holes that were never meant to exist.

  • Manual transcription of instrument data creates error-prone records
  • Retroactive documentation degrades accuracy and traceability
  • Compliance audits expose gaps that cost time and credibility
  • Onboarding new scientists to lab SOPs can take weeks
  • Researchers context-switch constantly, breaking flow and focus

Built for the bench.

Purpose-built tools for how scientists actually work — hands-on, in-the-moment, and under pressure to get it right.

In Development — Patent Pending
biorigor

Lab intelligence,
right where you need it.

A hardware-first solution designed to live at the bench — passively capturing the context of an experiment as it unfolds, without ever asking a scientist to stop and type.

It understands the protocol. It knows what step you're on. And it generates complete, compliant documentation in the background while you focus on the science.

Details are under wraps while we secure our intellectual property — but if you work in a wet lab, you'll know exactly what we mean.

Hands-free operation Real-time capture Compliance-ready ELN integration Pharma / Biotech Hardware + Software
Visit biorigor →
// time allocation — before & after
TODAY
Active science
58%
Documentation
35%
Other overhead
7%

WITH BIORIGOR
Active science
85%
Documentation
10%
Other overhead
5%
Projected based on pilot program targets.
Actual results will vary by lab workflow.
Next in Pipeline
kuppola

Our next tool in development. We're exploring new ways to reduce friction across the research workflow — beyond documentation and into the broader rhythm of lab work. More details soon.

Coming Soon

Reduce the latency between
insight and record.

The best scientists should be free to focus on the experiment — not the administrative burden around it.

🔬

Built for the bench

We design for the realities of wet lab work — gloves on, eyes on the sample, hands full. No keyboards. No interruptions. No context switching.

🔒

Compliance by default

Pharma, biotech, and diagnostics operate under GMP, GLP, and FDA regulations. Our tools are built with these requirements in mind from day one — not bolted on after.

Latency = lost science

Every gap between action and record is a gap in the scientific story. We eliminate that gap in real time, at the source, without disrupting the experiment.

I'm interested — keep me posted