What works in Bogota
All catalogues · Colombia profile
Quality scores are 0–100 rubric scores; “strong evidence” reflects study design; adoptions count documented replications elsewhere. Know more
Evidence snapshot for Bogota
Bogota's oversight office deployed VigIA, a machine-learning early-warning system that flags public contracts at risk of cost overruns and delays, achieving 87.47% accuracy for cost-overrun prediction and 0.943 AUC on a test set of 87,387 contracts from 2018–2020. The tool, built by Universidad del Rosario's TicTank with support from the Inter-American Development Bank and CAF, uses 6–8 explainable variables so investigators can understand why contracts are flagged. Additionally, Pro Mujer's economic inclusion programme operated in Bogota as part of a nine-city initiative supporting Venezuelan migrant women, reaching 1,142 women into formal employment across the programme in its first year (2022–2023), though the CONTEXT does not specify Bogota-specific outcomes.
Drawn from: VigIA — Bogota's Machine-Learning Early-Warning System for Public Procurement Irregularities · Opportunities Without Borders - Pro Mujer's Economic Inclusion Programme for Venezuelan Migrant Women in Colombia · ICFES Cuts National Exam Grading Time 91.6% with AWS/Blend AI-Assisted Coding of Open Responses
Generated from this place's cited practices only. Always check the linked sources.
Strengths & weaknesses vs peers
{# KAN-369 chips show whole points; the explanation lives in the section's bottom note (KAN-370) so each concept is explained exactly once. #}Strengths
Transparency, fairness & accountability +46 pts 100 here · 54 average
Effectiveness +19 pts 100 here · 81 average
Impact on gender equality +17 pts 100 here · 83 average
Equity & inclusion +13 pts 67 here · 54 average
Gender-mainstreaming embedding +10 pts 100 here · 90 average
Weaknesses
Transparency, ethics & data protection -17 pts 33 here · 50 average
Teacher capability & pedagogy -39 pts 0 here · 39 average
Efficiency -52 pts 0 here · 52 average
Curator validation -75 pts 0 here · 75 average
Sustainability -80 pts 0 here · 80 average
Evaluated outcomes -84 pts 0 here · 84 average
Score profile vs peers
Coloured bar: Bogota. Grey bar: peer average across the corpus. Both on a common 0–100 scale.
Points compare this place's average on each dimension with the average across all evaluated places, on a common 0–100 scale. Know more
Top good practices here
VigIA — Bogota's Machine-Learning Early-Warning System for Public Procurement Irregularities · 67
ICFES Cuts National Exam Grading Time 91.6% with AWS/Blend AI-Assisted Coding of Open Responses · 47
Each number is the practice's overall 0–100 quality score against its catalogue's rubric. Know more
Recommended to adopt or replicate
Transferable practices from elsewhere that address this place's gaps.
Ciudad Mujer — El Salvador's Integrated Women's Services Programme · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
SASA! Community Mobilisation Programme against Intimate Partner Violence — Uganda · fit 100/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Digital Green — Video-Mediated Agricultural Extension · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Kartu Prakerja – National Digital Skills and Financial Inclusion Programme · fit 100/100
- Backed by strong evidence
- Addresses this place's weak dimensions
Rwanda's Land Tenure Regularization Programme — Titling Land in Women's Names · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Copenhagen Business Hub (Erhvervshus Hovedstaden) · fit 90/100
- Rated highly transferable
- Backed by strong evidence
- Addresses this place's weak dimensions
Abolition of Chhaupadi — Ending Menstrual Exile Huts in Nepal's Far- and Mid-Western Districts · fit 82/100
- Rated highly transferable
- Addresses this place's weak dimensions
Fit estimates how well a practice matches this place, 0 (poor) to 100 (excellent); the list is ordered to favour practices that address this place's gaps. Know more