Data Observability for Financial Services Industry

Make Data the Strongest Asset on Your Balance Sheet.

Power risk, compliance, fraud, and AI initiatives with certified, trusted, and explainable data pipelines.

Certified Data Sources for Banks

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Grow Revenue and Resilience with Trusted Data

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Experience the Future of Data-Driven Finance with Acceldata

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Data Observability for Financial Services Industry

Make Data the Strongest Asset on Your Balance Sheet.

Power risk, compliance, fraud, and AI initiatives with certified, trusted, and explainable data pipelines.

Driving Data Reliability and Revenue Growth with Data Observability

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WHITEPAPER
Certified Data Sources for Banks
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WHITEPAPER
Grow Revenue and Resilience with Trusted Data
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CASE STUDY
Customer Story - Top National Consumer Bank

See how leading banks maintain high data quality using Acceldata.

AI Ready Data Panel: Sara Sprague (Wells Fargo), Nishith Trivedi (Pfizer), Gabriel Charvat (D&B) at Autonomous 25.

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The Financial Data and AI estate has changed, but the way we manage it hasn’t

Fragmented Data Stack | Tight SLAs for Large Volume of Data | Data Quality Mismatch Errors from Legacy Systems

Solve Business-Critical Data & AI Use Cases for Financial Services

Keep your data operations bulletproof—these use cases help protect your institution, stay compliant, and manage risk with confidence.

Strengthen Compliance with Resilient Data Pipelines

Stay ahead of audits and regulations like AML, BCBS 239, and GDPR by automatically monitoring data quality, lineage, freshness, and completeness. Let your compliance teams sleep better at night.

Read Acceldata X Deloitte brief

Spot Anomalies Before They Become Costly

Get proactive alerts on schema changes, volume spikes, or unexpected data shifts using built-in ML and statistical detection—so your finance team isn’t chasing bad data after it causes damage.

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Enforce Data Contracts that Actually Work

Define clear data expectations across teams—and get notified when something breaks. Acceldata helps you eliminate finger-pointing and build operational trust across your data ecosystem.

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Ready to push boundaries? These use cases power product innovation, customer experiences, and AI-driven decisions.

Launch Financial Products with Trusted Data

From digital banking to KYC updates, Acceldata ensures the data fueling your products is complete, timely, and trustworthy—so you can move faster with confidence.

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Fuel Smarter AI/ML with Certified Data

Train credit risk and fraud models with data that’s been vetted and traced. When regulators ask how the model made a decision, you’ll have the answer.

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Boost Underwriting and Claims Accuracy

Give your actuarial and ops teams a break. Acceldata helps you deliver clean, timely data to underwriting and claims systems—so you can reduce leakage and improve efficiency.

See how we help Insurance providers
WEBINAR
Data Observability for Financial Services in 2025

Discover how top financial institutions are using Data Observability to boost trust, cut costs, and power AI with certified, high-quality data

The Acceldata Difference for Financial Services

Proactive Risk Reduction

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider
85%
reduction in pipeline failures
With Acceldata, our data issues are caught before they become customer-impacting problems. It’s like having an early warning system across all our financial operations.
Data Engineering Lead

Faster Time-to-Trust

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider
40%
 faster fraud investigations
The built-in anomaly detection helps us surface root causes instantly—what once took days now takes hours.
Data Governance Manager

Guaranteed Data Accountability

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider
100%
SLA compliance for governed datasets
Our regulators want lineage and audit logs. With Acceldata, we give them both—instantly and confidently.
Data Analyst

AI-Ready, Day One

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider
60%
faster onboarding of data into ML pipelines
We reduced the time from raw data to AI model consumption by more than half, all while improving trust in the outputs.
Data and AI Analytics Lead
See Data Observability in Action
Book a demo and explore how it can impact your business!
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Data Observability For Financial Services

Achieve precise reporting, gain an accurate customer view, enhance customer models, maximize revenue, and more.

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, World Leading Data Provider
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Trusted by Top G2000 Data and AI Enterprises

Why Your Financial Data Problems Go Unseen

Data Quality solution does not scale
Lengthy root cause analysis & remediation
Patchwork monitoring
Data Quality Solution does not scale
Monitoring only at the consumption zone
Inability to connect the dots across data, pipelines, and infrastructure problems

Achieve Data Excellence with Acceldata

Precise
Financial Reporting

Shift-left your data quality checks, continuously verify and alert on the state of data as it passes through your complex data pipelines.

Quickly identify data anomalies and discrepancies to give you time to fix problems before financial and business reports are finalized and published by the reporting deadline.

Precise Financial Reporting with Acceldata
Get financial controls with Acceldata

Prove
Financial Controls

Minimize human errors and time lags with automatic data lineage mapping and tracking across your critical data assets - from system of origin, to system of record, through to consumption point.


Identify previously unknown gaps in coverage and easily add new enterprise-specific policies as the scope of your Basel Committee’s BCBS 239 and other regulatory programs expand.

Accurate
Customer 360

Ensure all aspects of Customer 360 such as demographic data, behavioral data, transactional data, are checked for quality, consistency and accuracy.

Set up and monitor freshness thresholds for various data elements that can affect your customer uplift machine learning models and other use cases.

Ensure Customer 360 with Acceldata

Build Trustworthy AI with Certified Data Sources for Financial Services

Explore our in-depth whitepaper to building a trusted data foundation for AI success.

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Improve Customer Models with Acceldata

Improve
Customer Models

Deliver fresh good-quality data to your customer uplift models to improve model accuracy. 

Add checks and balances in your data pipelines to deliver the right training dataset and reduce model rework and retraining costs.

Maximize
Revenue Capture

Detect anomalies and reconcile data between systems to identify mismatches between transactions and invoiced charges, incorrect late payment penalties calculations due to errors in customer account status and other updates.

Stop
Revenue Leakage

Identify poorly reconciled data and data transformation errors that could lead to overpayment to vendors, erroneous benefit disbursement and other such forms of payments that should not be made but were allowed to process due to insufficient visibility to these errors.

Struggling with Regulatory Reporting?

Improve data quality, reduce risks, and strengthen compliance.

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