Early Access · Research Labs · $150/mo per lab

The lab member that never graduates. Never misses a preprint. Never forgets a protocol.

Probe scans primary literature every night on its own clock, surfaces relevant papers before your team knows to look, and holds the complete research history of your lab — without being asked.

Not a search tool you query. An autonomous lab member that operates on a continuous cycle — monitoring, indexing, and surfacing — while your team is doing actual science.

5+
Literature sources
Nightly
Scan frequency
<24 hrs
Setup time
$150/mo
Per lab, all members
Request early access →We're onboarding labs now
At a Glance
CoverageAll research disciplines
DeploymentLab-level (5–30 members)
LiteraturearXiv · PubMed · bioRxiv · ChemRxiv · SSRN
IntegrationsSlack · Notion · Drive · HPC/Slurm · ELN
Pricing$150/month per lab
SetupUnder 24 hours
The Problem

Research knowledge has a half-life of four years.

The average graduate student tenure is four to five years. When they leave, they take with them the tacit knowledge that makes a lab function: which reagent batch worked, what the actual incubation time is for that protocol, why that cell line was abandoned in 2023, which collaborator is worth contacting.

This affects every research group that operates through human expertise rather than codified systems — which is to say, every research group.

Figure 1 · Knowledge Evaporation Cycle
Year 1
Knowledge builds
Lab member joins. Accumulates domain knowledge.
Year 2–3
Peak contribution
Deep expertise. Lab depends on this person.
Year 4–5
Transition
Graduation imminent. Some knowledge documented.
Year 5+
Evaporation
Lab member leaves. New member re-derives known results.
Probe breaks this cycle. →
Capabilities

Four systems. One persistent lab member.

Probe's four modules work together, each adding to a growing model of your lab. They can run independently, but they compound together.

01

Literature Surveillance

Monitors arXiv, PubMed, bioRxiv, ChemRxiv, and SSRN nightly. Maps your lab's research domains to categories and keyword clusters automatically — refining over time as your work evolves. Relevant new papers appear in your Slack channel every morning.

Sources
5+ preprint & journal databases
Frequency
Nightly, automated
Delivery
Slack / email digest
02

Institutional Memory

Indexes your lab's existing knowledge: Slack conversations, Notion pages, Drive documents, electronic lab notebook entries, and past papers. Becomes a searchable record of what your lab has tried, discovered, and decided — and stays current as new work is done.

Sources
Slack · Notion · Drive · ELN · Papers
Frequency
Continuous
Initial setup
Overnight (5–15 person lab)
03

Lab Knowledge Q&A

Ask Probe questions about your own lab's work. Not the internet — your lab. "What did we find for reaction temperature in the April batch?" "Why did we switch cell lines in September?" Probe answers from indexed knowledge of your team's work history.

Scope
Lab-specific only (isolated VM)
Interface
Slack bot / web
Isolation
Dedicated VM per lab
04

Compute Infrastructure Monitoring

For computational and hybrid labs: monitors HPC job queues (Slurm), surfaces failed jobs with context, tracks usage patterns, and posts daily status to Slack. Optional — labs without HPC skip it.

Schedulers
Slurm · PBS · LSF
Alert types
Failed jobs · Queue · Usage
Required
Optional module
Who Probe Serves

Any research team where people leave and knowledge walks out with them.

Academic Research Labs

UNIVERSITY
  • Biology & Life Sciences
  • Chemistry & Materials
  • Physics & Engineering
  • Social Sciences
  • Clinical & Medical Research

Grad student turnover every 4–5 years. Protocol knowledge walks out with them.

Industry R&D Teams

INDUSTRY
  • Pharmaceutical research
  • Biotech startups
  • Materials & chemicals
  • Technology research labs

High-value proprietary knowledge at risk. Literature surveillance is manual and inconsistent.

Policy & Think Tanks

POLICY
  • Public policy research
  • Economic analysis teams
  • Defense & government labs
  • Healthcare policy

Analyst turnover every 2–3 years. Deep literature knowledge lost with each departure.

Research Centers

MULTI-LAB
  • Multi-lab research centers
  • Clinical trial units
  • Core facilities
  • Collaborative projects

Cross-lab coordination. Knowledge silos between groups sharing infrastructure.

Evidence

What changes when your lab has a permanent team member.

"My lab re-derived the same result three times in ten years because the person who found it had graduated. Probe makes that impossible — it surfaces the first derivation when you ask the right question."

PI, Materials Science
University Research Lab

"I started at this lab six months ago. Probe told me more about what this group had tried over the past two years than my entire onboarding did. I asked why we don't use a particular assay — it found a Slack thread from 2023 with the answer."

Postdoc, Cell Biology
University Research Lab

"Before Probe, literature surveillance relied on individuals remembering to check. Now it's systematic, consistent, and surfaces cross-group opportunities we'd have missed."

Research Manager
Pharma R&D, Three Groups

How Probe differs from existing tools

Tool
What it does vs. what Probe does differently
Elicit
Elicit finds papers across the internet. Probe remembers your specific lab's work and monitors literature for your specific domains.
Benchling
Benchling records experiments. Probe connects them to the broader lab knowledge base and lets you ask questions across all of it.
ChatGPT
ChatGPT has no idea what your lab tried last March. Probe was there and indexed it.
FutureHouse
FutureHouse is building the AI Scientist. Probe is the AI Lab Member — it runs with your existing team, not instead of them.
Edison / Kosmos
Edison Scientific ($70M seed) and Kosmos AI are building autonomous researchers to replace the scientist. Probe augments the scientist. If you're anxious about autonomous AI replacing your lab, Probe is the human-centered alternative.
OpenAI Prism
Prism is a LaTeX writing workspace with AI writing assistance — it helps you write and publish the paper. Probe gives your lab the institutional memory to write a better paper. These are different jobs. A lab using both is using the right tool for each.
Pricing

Per lab. Not per seat.

One Probe covers your entire lab. At $150/month for a ten-person lab, that is less than one PI billable hour per month.

Early Access
$150/month

One lab. Unlimited researchers.

  • Full lab coverage
  • Literature surveillance (5+ databases)
  • Institutional memory Q&A
  • Slack + Notion integration
  • HPC monitoring (optional)
  • Dedicated VM per lab
  • Founder onboarding call
Request early access
Institution
Custom

Multi-lab deployments.

  • Multiple labs, one account
  • Cross-lab literature coordination
  • Custom HPC integrations
  • Data governance & FERPA support
  • SLA + dedicated support
  • Research IT coordination
Contact us
EARLY ACCESS · LIMITED LABS

Request early access for your lab.

We're onboarding research labs now. Each setup includes a founder call — we configure Probe specifically for your lab's domain, tools, and team.

No commitment. Cancel at any time. Your data on a dedicated VM.