We’ve introduced AI-Powered Smart Tags, Filters, and Visualisation to help teams automatically classify, analyse, and explore study characteristics across their projects.

AI Smart Tags automatically label articles using structured classifications based on:

• Population

• Intervention

• Outcome

• Country

• Study Design

• Evidence Level

These tags enable faster filtering and interactive evidence mapping.

^{What’s New}

AI Smart Tags

• Automatically classify articles using AI

• Display structured labels during article review

• Available across filtering and visualisation sections

Smart Tag Filters

• Filter articles using AI-generated classifications

• Combine multiple Smart Tag filters for refined analysis

• Use alongside manual filters (stage, reviewer, excluded, etc.)

Available Smart Tag filters:

• Population (AI)

• Intervention (AI)

• Outcome (AI)

• Country (AI)

• Study Design (AI)

• Evidence Level (AI)

Smart Tags Visualisation

• Interactive cross-tab visualisation of AI-generated tags

• Explore relationships between study characteristics

• Clickable cells to view associated articles

Visualisation formats include:

• Evidence Level View (color-coded)

• Heatmap View

• Bubble View

^{Where to Access}

Enable Smart Tags:

• Project Settings → AI Copilot

• Toggle on: Show AI smart tags when available while reviewing articles

Use Smart Tag Filters:

• Project Articles → Filters Section

Access Visualisation:

• Visualization

^{Why This Matters}

This enhancement helps teams:

• Map evidence faster without manual tagging

• Identify trends and evidence gaps

• Prioritise high-level evidence using AI classification

• Explore intervention–outcome relationships interactively

• Strengthen reporting and strategic decision-making

AI-Powered Smart Tags and Visualisation transform article classification into a structured, interactive, and insight-driven experience within EasySLR.