● Built for Medical Device & Biotech Teams

Clinical evidence,
structured by AI.

Search PubMed and your internal studies, extract structured data, and generate technical summaries — all with a single prompt.

Get early access See how it works

We'll reach out before launch to share what we're building and get your input.

Clinical Trials.Gov
Semantic Scholar
PubMed
Your Projects
Bench Bio
Why it matters

Clinical evidence is scattered

Supporting a new indication, substantiating a claim, preparing for market access, or conducting post-market surveillance all require the same foundation: evidence that is manually gathered, extracted, and benchmarked. Yet once compiled, this data becomes fragmented—scattered across sources and difficult to interrogate or reuse. The process is slow, repetitive, and routinely rebuilt from scratch each time.

Sarah M. Regulatory Affairs

"Are we aligned with the state of the art?"

James K. Clinical Affairs

"What evidence supports this claim?"

Priya L. Market Access

"Can we expand into new indications?"

Tom R. R&D

"What’s the latest human factors evidence?"

How it works

Build, expand, and query your evidence.

Bench Bio centralizes your clinical evidence, making it easy to gather, structure, and query data throughout the product lifecycle.

01

Describe your question in plain English.

Type a natural-language query. Use inline tokens to set your output type and source.

  • Natural language input, no training required
  • Inline /slash commands for filters & scope
  • Query saved automatically for reuse
Bench Bio
Generate a Report × and Smart Table × on endpoints for continuous glucose monitoring in people without diabetes using Projects - Medical Devices ×
Continuous Glucose Monitoring Outcome Matrix
5 steps ● Live
Search projects for continuous glucose monitoring clinical outcome data0:00
Filter & parse study data for people without diabetes5:30
Synthesize data into comparative clinical evidence matrix8:42
Format evidence into final structured smart table
Format evidence into final structured report
02

Review a transparent research plan.

Bench Bio builds a detailed execution plan before touching any data. See exactly which sources it will query, what it will screen, and how it will extract — then approve or edit every step.

  • Full plan preview before any processing
  • Add, remove or reorder steps freely
  • Progress streamed in real time
03

Get a fully cited evidence report.

Bench Bio generates a section-structured, fully cited evidence report. Browse sources in the sidebar, ask follow-up questions, and export to PDF.

  • Inline citations linked to source
  • Tailor templates to suit your needs
  • One-click export
Clinical Evidence Review · Continuous Glucose Monitoring
Executive Summary Key Endpoints Conclusion
1Executive Summary

Continuous glucose monitoring systems represent a convergence of biotechnology, electronics, and materials science, designed to detect biological changes in glucose levels. The evidence reviewed positions Arial as a key market leader for improvements in HbA1c. 114

Current trends emphasize wearable, non-invasive point-of-care solutions integrated into lab-on-a-chip platforms. 3

CGM Endpoints Matrix · June 2025 Smart Table
Study Design Device Population Δ HbA1c
Retrospective A Kidney… +2.0%
Observational B Transplant… -2.3%
Prospective C Stroke… +4.0%
Registry D Heart… -2.3%
04

Explore evidence in Smart Tables.

Extracted data lands instantly in fully editable Smart Tables. Filter by study design, population, or outcome. Sort columns, run follow-up queries, and export directly to Excel or CSV.

  • Auto-structured from extracted evidence
  • Filter, sort & pivot on any column
  • Export to Excel / CSV in one click
05

Edit, approve, and share with the people who need it.

Once your evidence has been structured, your team can review and annotate it in-line. Approve and export smart table/reports formatted for PMCF/clinical evaluation, market access submissions, or HCP briefings — in one click.

  • Export structured tables and reports.
  • Share with clinical advisors or market access teams
  • Every edit, approval, and export is timestamped and attributed
Export & Review
Output Description Status
PMCF Literature Competitor safety summaries for Jun 26 Approved
New Indication Key endpoints for device hospital use Pending
Italy Reimbursement Performance data for device use in the elderly Approved
Share with:
Dr. Smith
Market Access
Use Cases

Built for medical device and biotech teams

For market access

Demonstrate device effectiveness

Build structured reports and smart tables to support your device across specific populations and indications.

For clinical & regulatory

Benchmark against the state of the art

Centralise your clinical evidence. Extract and summarise data from publications. Build benchmark tables to demonstrate alignment with the state of the art.

For leadership

Identify opportunities and optimise strategy

Analyse device data to explore new indications, assess human factors, and compare performance against competitors.