from the SECOP universe of 5,628,307 contracts
Phase 1 · SECOP II
Filter public contracts by territory, modality, or entity. The model prioritized the most anomalous — use them as your entry point to the official SECOP record.
The source is queried live; scoring shows the real latest pipeline run.
from the SECOP universe of 5,628,307 contracts
cases prioritized for review
Filter the data
1. Adjust filters. 2. Read the territorial shift. 3. Move into the lead case and the explorer to open evidence.
192,622 visible contracts and territorial readout for the active slice.
Daily portal refresh: May 30, 2026, 9:22 AM
Filters recalculate the slice from the loaded scored parquet universe. The visible table is a reading window, not the full slice total.
Risk map
Click a department to view its contracts. Everything below uses that same selection.
Visualize the slice
Each chart recalculates from the full active slice — not from a single page of visible results.
Territory
Departments with the most contracts in the sliceSorted high to low and colored by average intensity so you can see where to start.Time
Visible monthly paceActually scored months. Log scale keeps lower-volume months visible.Modality
Modalities driving the sliceModalities grouped by family and sorted high to low to avoid misleading duplicates.Entities
Entities carrying the visible load24 visible table rows, but this ranking comes from the full active slice.Risk vs. Value
Scatter: risk score against contract valueEach dot is a visible contract. Red = high anomaly, amber = moderate, blue = low. Spot high-value high-risk clusters.Composite territory
Volume against intensityThe bubble view crosses quantity and intensity so the territorial read stays complete.Contract tree
Modality → entities inside the visible sliceClick a cell to drill in. Size reflects the number of visible contracts in that branch.Lead case
This block summarizes the most useful case to open the record, understand the pattern, and compare it against the rest.
Contratación directa
This contract clearly departs from the most common behavior in the slice and should be reviewed first. Its value is compared against a slice median of COP 25,200,000.
Open in SECOP IIGuide cases
These cases change with territory, risk, dates, and search. They are meant to contrast cases, not freeze a ranking.
largest volume inside the current slice
783 contracts
87/100 average intensity
portal updated May 30, 2026, 9:22 AM
The official source is updated, but the quick view did not receive records to display. Rows at source and latest date remain as separate references.
Slice sandbox
This board works on the visible explorer slice. Group quickly by territory, modality, or entity and download the current table as CSV.
1 visible records
COP 30,000,000,00012 visible records
COP 27,777,078,5031 visible records
COP 10,000,000,0001 visible records
COP 5,971,266,3816 visible records
COP 1,291,399,2011 visible records
COP 1The current model works with 25 variables and flags as red the contracts above 70/100. The technical family is IsolationForest, but what matters here is its function: compare each contract against similar peers to detect relevant deviations.