AI Module · Clinical Literature Review
Literature review, efficient as never before
ins2outs automates the retrieval, scoring, and reporting of the Clinical Literature, so your clinical experts spend less time pulling PubMed articles and formatting appraisal tables.
How Clinical Literature Review works in ins2outs
From search protocol to structured report in hours
A single literature review takes an average of 3 weeks of clinical expert time and starts at €7,000 in manual labour. For teams managing multiple products, the cost compounds with every review cycle.
The ins2outs Clinical Literature Search and Review module handles the retrieval, appraisal, and reporting, so your team focuses on the analysis that actually requires their expertise.
Define search protocol for your product, competitors, and timeline
Construct search queries with AI co-pilot
Let ins2outs retrieve all the articles and aggregate the results
Review summary aligned with IMDRF guidelines
Export results and augment the review if required
AI CO-PILOT THAT GUIDES YOU STEP BY STEP
You set the parameters. AI does the heavy lifting.
Step 1 — Generate optimised queries
AI builds PubMed queries from your device name, intended purpose, similar devices, target markets, clinical conditions, and keywords.
Step 2 — Review and refine
See the number of matching articles for each query, add custom queries, or remove irrelevant ones before executing.
Step 3 — Execute search
ins2outs uses PubMed as the primary scientific source to retrieve all matching articles scored for relevance with AI-powered reasoning and justification.
Step 4 — Get your report
Download as .csv or .xlsx and integrate directly into your regulatory documentation.
An AI-driven module that automates and streamlines the literature review process, reducing review time from weeks to hours, significantly lowering costs.
What you get:
- Straightforward systematic review and definition of the search protocol
- AI-powered PubMed search queries builder
- Automated Article Selection Funnel
- PICO summaries and side effects in the generated report
- Automated article appraisal and grading as per IMDRF guidance
- Reporting and PRISMA chart
Spend time on meaningful review
Fast
This module saves hours of tedious manual work for your reviewers.
Unbiased
All the matching articles are pre-reviewed and analysed, with no manual selection bias risk.
Compliant
The summary and appraisal details are prepared per standards and international guidelines.
Validated
The module was validated by real clinical experts in beta-testing mode.
Your reviewers’ time is better spent on decisions, not documentation.
Clinical expertise and involvement in the literature review process are crucial. The module allows your team to focus on meaningful analysis of the results, with tedious documentation handled by AI.
Literature review at the speed your product pipeline demands
Clinical literature review powered by AI is one module inside ins2outs, a compliance platform that covers quality, information security, AI management, and data privacy in a single connected environment.
Literature Review
- A Standard or Premium Plan is required for AI Modules
Standard
- One organization
- Public cloud configuration
- Customizable workflows
- User Access and Management
- Import and Export KPIs, Report and Stats
- Mapping to Standards and Regulations
- User Compliance tracking
- 5h of onboarding support
Premium
- Everything in Standard +
- Slack support channel
- Multi-Factor Authentication
- SSO over SAML2
- CFR part 11 compliance
- Integrations (Slack, Teams, GitLab, OpenAI etc.)
- Risk management, requirements, traceability
See the AI Clinical Literature Review module in action
Book a 30-minute demo and we’ll run a live literature search using your device details so you can see exactly what the output looks like.