Industry: Finance

Build trust with your finance data

Industry: Finance

Regulatory compliance reporting

Why it matters for you

Endless data collection. Complex, ever-changing regulations. Mounting pressure from regulators like BCBS, APRA, CCAR, and others. Compliance reporting isn’t just a box to check—it’s a resource-draining burden that exposes your bank to massive risk.

Ataccama’s benefits

  • Accurate, trusted data

    Eliminate errors in financial and regulatory reporting with a single source of truth.

  • Automated compliance workflows

    Reduce manual effort and reporting delays with built-in validation and lineage tracking.

  • Audit-ready reporting

    Ensure transparency and accountability with complete data traceability.

  • Multi-region scalability

    Meet diverse global and regional regulatory requirements from a unified platform.

Financial crime & AML

Why it matters for you

Fraud. Money laundering. Terrorist financing. Financial criminals are getting smarter, and the pressure on banks to detect and prevent illicit activities has never been higher. CDOs, how much of your AML strategy is reactive instead of proactive? Are outdated systems, data silos, and false positives slowing your team down while real threats slip through?

Ataccama’s benefits

  • Automated data quality

    Eliminate manual errors, reduce false positives, and streamline compliance by ensuring clean, consistent, and high-quality data for AML and fraud detection.

  • Real-time anomaly detection

    Detect suspicious activities instantly, prevent fraud and financial crime before they escalate, while minimizing operational delays.

  • Enriched transaction data

    Fill critical data gaps by ensuring complete customer identification and transaction details, enhancing AML system accuracy and reducing blind spots.

  • Accurate fraud detection models

    Maintain high-performance AI/ML fraud detection by preventing data drift, improving precision, and reducing costly false positives.

Credit risk

Why it matters for you

Is your credit risk strategy truly optimized? Or are poor data quality, fragmented financial insights, and outdated risk models putting your institution at risk? Incomplete borrower profiles, inconsistent credit scoring, and sluggish risk analysis can lead to bad lending decisions and regulatory penalties.

Ataccama’s benefits

  • Automated data quality

    Ensure accurate credit risk assessments by eliminating inconsistencies, reducing manual errors, and improving data reliability for better decision-making.

  • Advanced analytics & risk modeling

    Strengthen credit evaluations with predictive insights, balancing risk and return while minimizing potential loan defaults.

  • Proactive anomaly detection

    Identify and prevent bad data from distorting risk assessments, maintaining data integrity and improving credit risk forecasting.

  • Scalable & automated data validation

    Streamline data checks, enhance efficiency, and adapt to evolving regulatory requirements without increasing operational burden.

  • Stronger risk governance

    Reinforce compliance and minimize financial losses by ensuring consistent, high-quality data across all lending and credit risk processes.

Trade & portfolio data management

Why it matters for you

Disjointed trading data, inconsistent portfolio records, and regulatory complexities are creating unnecessary risks and missed opportunities. Without accurate, centralized, and real-time data, investment decisions become reactive rather than strategic.

Ataccama’s benefits

  • Centralized trade & portfolio data

    Connect and streamline trade data from multiple sources, eliminating silos and enabling more efficient market strategies.

  • Automated data quality & validation

    Detect and correct discrepancies in trade records and portfolio data, eliminating errors and reducing operational risk.

  • Advanced risk assessment

    Leverage high-quality, real-time data to enhance portfolio analytics, optimize investments, and mitigate financial risks.

  • Regulatory compliance & audit readiness

    Ensure full compliance with evolving regulations by maintaining clean, standardized trade and portfolio records.

Customer 360

Why it matters for you

Fragmented customer data is costing your bank. Missed cross-sell opportunities, disjointed customer experiences, and incomplete risk profiles. Without a real-time, unified customer view, how well do you really know your customers?

Ataccama’s benefits

  • Customer golden records

    Consolidate customer data post-mergers and across business units, ensuring a single, accurate source of truth for all customer interactions.

  • Integrated DQ

    Eliminate inaccurate customer records with automated data quality, ensuring consistency and compliance across the organization.

  • Elimination of fragmented data

    Automate data processing to remove inconsistencies and deliver clean, reliable insights into upstream systems.

  • Data consolidation

    Manage and structure customer data efficiently, providing a seamless, high-quality data foundation for all financial products and services.

New core systems & migrations

Why it matters for you

Legacy system upgrades and migrations to modern core banking and cloud platforms are critical for finance institutions, but poor data quality leads to inefficiencies, compliance violations, and customer service issues during the transition.

Ataccama’s benefits

  • Seamless migration

    Ensure high-quality, structured data before moving to new core systems or cloud platforms.

  • Reduced operational risks

    Prevent errors, duplicate records, and data mismatches post-migration.

  • Regulatory compliance

    Maintain data integrity to meet industry regulations during migrations.

  • Accelerated deployment

    Speed up migration timelines with clean, validated data from day one.

AI readiness

Why it matters for you

Banks are adopting AI for product innovation, employee efficiency, and customer personalization, but without high-quality, well-structured data, AI models produce unreliable insights, increasing financial and compliance risks.

Ataccama’s benefits

  • Accurate risk modeling

    Improve AI-driven fraud and credit assessments with clean, structured data.

  • Enhanced fraud detection

    Enable AI to detect anomalies more effectively with consistent, reliable datasets.

  • Optimized customer engagement

    Personalize finance offerings using AI trained on high-quality customer data.

  • Regulatory confidence

    Ensure AI models align with ethical and regulatory standards by eliminating data bias and inconsistencies.

  • Stop declining ML model performance

    Catch and remediate issues early, and maintain baseline data quality for ML training data.

Operational reporting

Why it matters for you

Banks rely on operational reports to track trade and portfolio data, policy trends, and regulatory metrics. Poor data quality results in reporting errors, delays, and misalignment between departments, impacting strategic and financial planning.

Ataccama’s benefits

  • Accurate business insights

    Make data-driven decisions with complete, reliable reports.

  • Regulatory confidence

    Ensure reports align with industry standards and compliance requirements.

  • Operational efficiency

    Reduce manual data corrections and reconciliation efforts.

  • Cross-department alignment

    Maintain consistency in reporting across investments, compliance, and customer-facing teams.

Process automation

Why it matters for you

Banks handle massive amounts of data across customer portfolios, credit risk data, and compliance reporting. Without automation, these tasks become inefficient, error-prone, and costly, limiting scalability and business agility.

Ataccama’s benefits

  • Faster customer onboarding

    Automate data validation and approvals to reduce turnaround times.

  • Improved credit risk accuracy

    Eliminate data quality errors for better risk assessment.

  • Regulatory compliance automation

    Streamline reporting and auditing processes with rule-based automation.

  • Cost savings

    Free up resources by reducing repetitive, manual tasks in credit processes, and compliance workflows.

M&A integrations

Why it matters for you

When banks merge or acquire new entities, they must consolidate data from multiple legacy systems. Without a structured integration process, discrepancies in customer records, policies, and credit data can cause compliance risks, inefficiencies, and reporting challenges.

Ataccama’s benefits

  • Unified data management

    Standardize and consolidate customer, credit, and regulatory data.

  • Faster post-merger integration

    Reduce time to operational efficiency with automated data mapping and cleansing.

  • Regulatory alignment

    Maintain compliance across jurisdictions with validated, auditable records.

  • Business continuity

    Minimize disruptions by ensuring data consistency across merged entities.