Elicit vs Iris.ai
Compare research AI Tools
23% Similar — based on 3 shared tags
AI research assistant for literature reviews, paper search, evidence tables and automated research reports with freemium access and paid tiers.
Enterprise retrieval and evaluation platform for secure agentic AI over private corpora with workflows for ingestion testing and governance.
Feature Tags Comparison
Key Features
- Paper search with AI ranked relevance and filters
- PDF upload with table and claim extraction
- Auto generated evidence tables and reports
- Keyword search across PubMed and clinical trials
- Research Agent workflows for broad overviews
- Alerts that notify when new studies match topics
- Governed Ingestion: Connect wikis drives and repos then normalize content with metadata access rules and retention policies for compliance
- Evaluation Workflows: Run automatic metrics and human rubrics to measure accuracy hallucination rate and coverage before launch
- Guardrails and Policies: Define prompts filters and safety limits that block sensitive data flow and unsafe responses in production
- Observability and Drift: Track quality usage and model costs then alert owners when performance moves outside accepted ranges
- Integrations: Use existing vector stores model providers and identity controls so deployments align with current architecture
- Red Teaming: Exercise prompts tools and environments to uncover jailbreaks and leakage risks before go live
Use Cases
- Accelerate literature reviews for grant proposals
- Build evidence tables for clinical or policy briefs
- Map competitive landscapes and prior art quickly
- Monitor new trials and studies with automated alerts
- Extract outcomes and populations from uploaded PDFs
- Prepare reading lists for product and UX research
- Stand up secure knowledge assistants for employees that search approved sources with clear citations
- Reduce support handle time by routing assistants to articles with evaluation backed accuracy and policy bounds
- Enable research teams to explore large archives and synthesize findings with traceable sources for compliance
- Run pilots that compare prompts models and retrieval settings to pick the highest quality approach
- Prepare audit evidence with documented controls and results to satisfy internal and external requirements
- Connect identity and permissions so assistants respect document level access across departments
Perfect For
researchers evidence synthesis teams clinical affairs product and policy analysts students and faculty who need rigorous literature reviews with traceable sources
enterprise knowledge leaders compliance teams information security and platform engineers who need measurable safe retrieval over private data
Capabilities
AI paper discovery Professional
Structured data from PDFs Professional
Reports and tables Professional
Alerts and updates Intermediate
Governed sources Professional
Quality and safety Professional
Policies and guardrails Intermediate
Drift and reporting Intermediate
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