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Data, Analytics & Compliance Intelligence

Data infrastructure and intelligence systems for operational and regulatory decision-making.

Data infrastructure and intelligence systems for operational and regulatory decision-making — connecting fragmented sources into pipelines, models and dashboards your team can act on.

Why it matters

Decisions are only as good as the data pipeline behind them.

Compliance reports assembled by hand, reconciliations in spreadsheets, risk signals scattered across systems — the cost of fragmented data is slow decisions and audit exposure. We build the connective tissue between your systems and the people who need answers.

One reliable view across systems and sources
Compliance reporting without manual assembly
Risk signals surfaced before they become incidents
Data foundations ready for AI and automation
Capabilities

What this service covers.

Data Integration

  • API and system connectors
  • Blockchain and on-chain data
  • Document and unstructured data ingestion
  • Third-party data sources

Data Engineering

  • Pipeline design and implementation
  • Normalization and data quality
  • Warehouse and lakehouse architecture
  • Real-time and batch processing

Operational Intelligence

  • KPI dashboards and reporting
  • Alerting and anomaly detection
  • Operational monitoring
  • Executive reporting

Risk & Compliance Intelligence

  • Transaction monitoring and alerting
  • Risk scoring models
  • Compliance dashboards and audit evidence
  • Reconciliation automation

AI-ready Data

  • Knowledge base preparation for RAG
  • Data governance and access controls
  • Evaluation datasets
  • Feature and context pipelines
How we work

From first scope to steady state.

We integrate your systems, documents, blockchains and third-party sources into a single ingestion layer.

Output
  • Source inventory
  • Connector build
  • Access controls
  • Ingestion layer
Deliverables

What you receive.

Pipeline, governance and reporting documentation for operations, risk and compliance teams.

Integration

Data integration layer and connectors

Pipelines

Normalized data models and pipelines

Dashboards

Operational and compliance dashboards

Monitoring

Risk scoring and alerting system

Governance

Data quality and governance documentation

AI readiness

AI-ready knowledge and evaluation datasets

Data roadmap

From fragmented sources to reporting your teams and regulators can rely on.

  1. Sources
  2. Models
  3. Monitoring
  4. Reporting
Standards & technology

Standards we assess and implement against.

Standards we assess and implement against for data platforms and compliance reporting.

Data Governance
  • ISO/IEC 27701 (Privacy)
  • Data classification and retention
  • Access control and audit trails
Compliance
  • FATF-aligned transaction monitoring
  • Regulatory reporting formats
  • Audit evidence trails
Stack
  • PostgreSQL / ClickHouse
  • dbt & modern data stack
  • Blockchain indexers
  • BI and dashboarding tools
Engagement models

Ways to start.

Data Foundation

Fixed-scope build of the integration and normalization layer, with first operational dashboards live.

Best for: Organizations consolidating fragmented data

Compliance Intelligence Build

Transaction monitoring, risk scoring and regulatory reporting built to your compliance requirements.

Best for: Regulated entities and VASPs

Data Operations

Ongoing pipeline operations, model tuning and reporting evolution.

Best for: Teams running data-dependent operations
More services

Other services.

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TH3Labs accompanies companies in El Salvador and Latin America to design, implement, secure and learn to operate AI, blockchain and cybersecurity technology.