Departamento di Impuesto · Aruba

Not just a platform.
The whole pipeline
of intelligent tax.

DIMP connects every step - from the moment a filing arrives, through AI analysis and fraud detection, to the desk where action is taken, and back into the model that learns from every outcome.

See the pipeline
5 → 7 days
Avg. case cycle time
+38%
Fraud detection uplift
84%
Compliance coverage
AWG 3.2M
Refunds under live tracking
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© 2026 Departamento di Impuesto · impuesto.aw
The DIMP Pipeline

Six connected steps. One source of truth.

Hyperautomation applied end-to-end: each step feeds the next, every action is logged, and the whole pipeline gets smarter with every case.

End-to-end pipeline · live trace
From taxpayer upload to decision - every step measured.
Standard flowAI / benchmarkFlagged / escalation
SOURCESCompanies3,247annual reports / yrIndividuals9,233filings / yr3rd-party data14external feedsBank / SOAWliveAPI integrationsDIMP PIPELINE01 · Ingest247/d42s · 98.2% valid02 · Process164fields · 99.4% acc03 · AI Analyze0.87AUC · KYC + bench04 · Route<1sBPM rulesDEPARTMENTS · ACTIONCompliance47 openSLA met 92%Audit / Fraud12 openavg 6 d · +38% catchCustomer Service88 openresp. <24 hDirector · KPIsliveleadership view↻ feedback loop · weekly retrain · +4.1% accuracy / quarterAI SMART LAYERKYC verification · industry benchmarks · anomaly scoring · next-best-action
12,480
Filings handled / yr
6.2 s
Avg AI scoring time
92%
Department SLA met
AWG 3.2M
Refunds under live trace
01

Data Ingestion

Secure intake at scale

Companies and individuals submit annual reports through the secure portal. BAW workflows handle multi-format uploads. AI runs first-pass validation: completeness, format, basic consistency.

DIMPSecure portal
Live intake · 247 today
12,480
filings / year
247
uploads today
98.2%
auto-validated
Avg. ingest → validated: 42s
Secure portalBAW workflowsAI validation
02

Data Processing

Raw → structured intelligence

NLP parses unstructured filings. ETL pipelines clean and normalize. Everything lands in a centralized data warehouse - one source of truth across DIMP.

RAW FILINGSTRUCTUREDTINRevenueVATSectorYear
NLP · ETL · normalize
164
fields extracted
99.4%
parse accuracy
<3 min
to warehouse
OCR + NLP: ~2.4 min / filing
NLP parsingETLCloud warehouse
03

AI Analytics & Benchmarking

Find what humans miss

ML models benchmark each filing against historical baselines and industry standards. Predictive analytics surface anomalies; pattern recognition flags suspected fraud for review.

AIscoreKYCBenchmark!AnomalyRisk 87
KYC · Benchmark · ML
23
sectors benchmarked
0.87
AUC fraud model
+38%
detection uplift
Score returned in 6.2s
ML benchmarkingPredictive analyticsPattern detection
04

Smart Routing

Right case, right desk, right time

BPM rules direct flagged data to Compliance, Audit or Customer Service queues automatically - no manual triage, no lost cases, full traceability.

ROUTERAI rulesCOMPLIANCEqueue · 47 openAUDITqueue · 12 openSERVICEqueue · 88 open
BPM rules · auto-triage
147
cases routed today
3
departments live
0
manual triage
Routing decision: <1s
BPM rulesWorkload balancingSLA tracking
05

Departmental Action

Compliance · Audit · Service

Officers review, request documents, escalate or close cases. Every message and document is logged and traced. Customer service follows up with citizens and businesses.

OfficerCASE #A-2041● HIGHID documentBank statementVAT receiptsrequestedProof of residenceAUDIT TRAIL14:32 · Officer R.T. requested VAT receiptsCitizen
Trace · request · resolve
5-7 d
avg. resolution
92%
SLA met
100%
actions logged
Down from 3+ weeks manual
Document requestsAudit trailCitizen follow-up
06

Feedback Loop

The pipeline learns

Outcomes feed back into the ML models. Process mining surfaces bottlenecks. Leadership dashboards turn operations into evidence - and evidence into the next decision.

MODELv4.2OutcomePatternInsightlearns continuously
Outcomes → retrain
weekly
model retrain
+4.1%
accuracy / quarter
12
bottlenecks fixed
Insights → action: same week
Model retrainingProcess miningLive dashboards
The DIMP Smart Layer
AI sits across all six steps - so DIMP doesn't just react, it warns, suggests, and steers.
KYC verificationIndustry benchmarksAnomaly scoringBottleneck alertsNext-best-action
IngestProcessAnalyzeRouteActLearn
Why digitalize

Digitalization is the catalyst.

The four pillars that turn the Tax Office from reactive paperwork into a data-driven institution.

Data Accessibility

One warehouse, one view across every department.

Advanced Analytics

From descriptive to predictive - at filing-level detail.

Process Automation

Manual triage replaced by rules, AI and BAW.

Fraud Detection

Anomaly + pattern + behavioral signals, fused.

Outcomes that matter

Evidence, not assumptions.

What the connected pipeline delivers in practice - for leadership, compliance, operations and the citizens we serve.

5 → 7 days
Avg. case cycle time
down from 3+ weeks of manual triage
+38%
Fraud detection uplift
ML pattern recognition vs. rules-only baseline
84%
Compliance coverage
automated verification across all filings
AWG 3.2M
Refunds under live tracking
real-time visibility, no spreadsheets
Data-Driven Decision Making
Enhanced Fraud Detection
Compliance & Accuracy
Operational Efficiency
Revenue Optimization
Continuous Learning Loop
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