Investigations

Laços & Mensagens - Associação

Automated case report generated from contract-level risk evidence.

Executive Highlights

1 companies receive 100% of total spend

1 of 1 contracts (100%) have active risk signals

Supplier concentration is high (HHI 1.0000)

Award timing distribution is within expected bounds: 0% in Mar/Jun/Sep/Dec; 0% in December

Key Metrics

Flagged Rate
flagged_contracts / total_contracts = 1 / 1 = 100%
HHI Concentration
HHI = Σ s_i² = 1.0000
Interpretation: high supplier concentration
Thresholds: low < 0.15; medium 0.15-0.25; high > 0.25
Company Awarded value Share
Avalforma - Formação e Consultoria, Lda €173,054 100%

Network Cluster Map

Main cluster focused on this entity with person-company links.

Whole Procurement Map

Global contract links across public bodies and companies

Public mode hides individual nodes and shows only connected-individual totals.

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Legend Public body Company

Top 30 High-Risk Contracts

Highest combined risk score, with indicator evidence.

Contract Date Value Risk Evidence
Aquisição de serviços de formação profissional
11161888
2024-10-15 €173,053 40 (2)
A6 · Low Competition (20)
rule=a6_single_bidder | bidder_count=1
C3 · Missing Mandatory Fields (20)
missing_fields=cpv_code | rule=C3 missing mandatory fields: cpv_code

Award Timeline

Monthly award volume and amendment risk signals.

Period Awards Awarded value Amendment signals
2024-10 1 €173,053 0

Risk scoring combines rule-based indicators with data quality flags. Values and confidence degrade when critical fields are missing.