Skip to content Skip to footer

Model Form

An average project size with 2,500 initial hits was considered for this ROI calculation.
Phase or Literature Review Process Traditional Approach MadeAi-LR Total (hours) MadeAi™, GenAI-enabled Approach Accuracy Savings (%) Time Saving Areas
Working Hours (Human) AI (hours) Human Validation (hours) Total (hours) AI credits AI Cost ($)
Search2-0.080.08---96%Integration to PubMed & Embase
Deduplication20.008-0.008--95%100%
  • Isolates 100% duplicates
  • Groups similar articles for quick review (90-99.9%)
Title & Abstract Screening (Custom - 2,500 articles)4000.28080.205,000$1,25085%80%
  • AI tagwise decisions backed with sentence highlight and overall reasons
  • Collaborator logics
  • Isolation of conflicted articles
  • Filter a pattern of articles (Sort & filter)
Full Text Screening (Custom - 500 articles)3200.5200200.505,000$1,25080%37%
  • All benefits as in T&A screening
  • Full-text purchase via CCC RightFind
Full-text Purchase and Management10-55.00---50%Access to CCC RightFind
Data Extraction (Summary-Level Extraction - 25 articles)200.251010.25375$9485%49%Links to source text enhance validation
Data Extraction (Arm-level Extraction - 25 articles)50-5050---0%
Quality Appraisal
(25 articles)
40-3535---13%Converts results to charts and tables based on standard appraisal tools
Individual Article Summary (SAS - 25 articles)1200.55050.575$1995%58%
  • AI summarizer with quick backtracking
  • Sentence highlighter
Literature Summary
(1 MAS)
250.171010.173$180%59%
  • AI summarizer with quick backtracking
  • Sentence highlighter
  • Referencing citations
CO Report (Literature Review section)800.25050.23$185%37%
  • AI summarizer with quick backtracking
  • Sentence highlighter
  • Referencing citations
PRISMA Chart4Real time00--95%100%Automatically populated chart in no time
Collaboration8-00----
Traceability Features160.00522.005----
Total1,0731.828490.0849410,456$2,61487.5%54.0%
Traditional Literature Review Process Compared to MadeAi-LR Self- and Full-Service Delivery
Hours (Avg) Reviewer Cost per hour (Avg) Total Reviewer Cost AI Credits MadeAi Subscription Total Project Cost Percentage Saved
In-House1,000$90$90,000$0$0$90,0000%
MadeAi-LR Platform-only Access500$90$45,000$2,500$5,400$52,90041%
MadeAi-LR Platform & Services500$48$24,000$2,500$900$27,40070%
An average project size with 2,500 initial hits was considered for this ROI calculation.
Phase or Literature Review Process Traditional Approach
Working Hours (Human)
MadeAi-LR Total (hours) Savings (%) Time Saving Areas
AI (hours) Human Validation (hours)
Search 2 - 0.08 0.08 96% Integration to PubMed & Embase
Deduplication 2 0.008 - 0.008 100%
  • Isolates 100% duplicates
  • Groups similar articles for quick review (90-99.9%)
Title & Abstract Screening (Custom - 2,500 articles) 400 0.2 80 80.20 80%
  • AI tagwise decisions backed with sentence highlight and overall reasons
  • Collaborator logics
  • Isolation of conflicted articles
  • Filter a pattern of articles (Sort & filter)
Full Text Screening (Custom - 500 articles) 320 0.5 200 200.50 37%
  • All benefits as in T&A screening
  • Full-text purchase via CCC RightFind
Full-text Purchase and Management 10 - 5 5.00 50% Access to CCC RightFind
Data Extraction (Summary-Level Extraction - 25 articles) 20 0.25 10 10.25 49% Links to source text enhance validation
Quality Appraisal
(25 articles)
40 - 35 35 13% Converts results to charts and tables based on standard appraisal tools
Individual Article Summary (SAS - 25 articles) 120 0.5 50 50.5 58%
  • AI summarizer with quick backtracking
  • Sentence highlighter
Literature Summary
(1 MAS)
25 0.17 10 10.17 59%
  • AI summarizer with quick backtracking
  • Sentence highlighter
  • Referencing citations
CO Report (Literature Review section) 80 0.2 50 50.2 37%
  • AI summarizer with quick backtracking
  • Sentence highlighter
  • Referencing citations
PRISMA Chart 4 Real time 0 0 100% Automatically populated chart in no time
Collaboration 8 - 0 0 -
Traceability Features 16 0.005 2 2.005 -
Total 1,073 1.828 490.08 494 54.0%
Traditional Literature Review Process Compared to MadeAi-LR Self- and Full-Service Delivery
Hours (Avg) Reviewer Cost per hour (Avg) Total Reviewer Cost AI Credits MadeAi Subscription Total Project Cost Percentage Saved
In-House1,000$90$90,000$0$0$90,0000%
MadeAi-LR Platform-only Access500$90$45,000$2,500$5,400$52,90041%
MadeAi-LR Platform & Services500$48$24,000$2,500$900$27,40070%