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DATA RECONCILIATION & AI-POWERED INVESTIGATION

Turn data differences
in business clarity.

Compare millions of records, identify discrepancies and investigate their root causes with AI-powered analysis. Built for complex enterprise data environments.

For banking and financial services teams working across finance, risk, regulatory reporting and IT—and for any organisation that needs confidence in its data.

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Explore DeltaLens

DeltaLens platform connecting enterprise data systems with business data products through automated reconciliation, data lineage and AI-powered analysis.
BUILT FOR BANKING. EMPOWERING EVERY INDUSTRY.

When the numbers differ,
the next question is why.

Month-end controls, reporting changes and system migrations often leave teams comparing extracts, tracing transformations and exchanging spreadsheets. DeltaLens brings comparison results and data context into one workspace, helping business and technology teams investigate the same evidence.

Reduce Manual Effort

Find Issues Faster

Understand Root Causes

Improve Auditability

DeltaLens: Migration & regression testing: compare outputs across environments, releases and processing changes.
Deltalens: Risk & regulatory reporting: support data validation and trace unexpected values through documented transformations.
Deltalens: Finance & month-end: investigate differences between data extracts and reporting stages.
Deltalens data analysis assistant
01 / COMPARE

A clear view of what matches.
A precise view of what does not.

Start with the overall reconciliation picture, then drill into the entities and attributes that need attention.

  • Quality metricsDuplicate counts and attribute match rates
  • Record matchingReference-only and comparison-only records
  • Unmatched recordsDetailed differences, downloadable results and comments
  • Detailed evidenceRecord counts and primary-key matching
02 / UNDERSTAND

Give every investigation
the context it needs.

A number becomes more useful when you understand what it means and how it was produced.

  • Data Catalog: organise datasets and their structures.
  • Business Glossary: establish shared business definitions.
  • Data Lineage: follow field-level relationships and transformation logic.

Together, these capabilities provide a data governance foundation for human and AI-assisted analysis.

DeltaLens animated Lineage
Deltalens and Clarity: AI Absolving a mission
03 / INVESTIGATE WITH CLARITY

Ask the question.
Explore the evidence.

“What are the biggest differences in this run, and what are the potential reasons?”

Clarity connects conversational analysis with the comparison results and available data context. It helps identify significant differences, explains findings in plain language and suggests potential causes to investigate.

The Beta capability extends assisted analysis towards goal-driven investigations: an agent works towards a defined objective, with results reviewed by your team.

See Clarity in Action

ONE CONNECTED WORKSPACE

From operational oversight
to detailed analysis.

Application owners can follow execution status and alerts.
Analysts can investigate reference, comparison and delta datasets in the Results Analyser.

DeltaLens: Business Glossary and Results Analyser

Go deeper when you need to

Use the schema browser, SQL editor, query history and saved snippets to examine the data behind a result.

Keep comparison runs in view

Follow recent executions, processing progress, completion status and operational alerts.

Book Your DeltaLens Demo

ENTERPRISE SECURITY BY DESIGN

Enterprise-grade security
without compromising flexibility, performance, or control.

DeltaLens is built for security-sensitive enterprise environments, where data protection and infrastructure control are non-negotiable.

Deploy DeltaLens in your private cloud or on-premises infrastructure, keeping sensitive data within your security perimeter and under your organization’s governance policies.

FULL CONTROL

Deploy DeltaLens in your private cloud or on-premises infrastructure, keeping data within your security perimeter.

BRING YOUR OWN AI

Connect your preferred AI models and providers, maintaining control over AI infrastructure, data processing, and governance.

SSO & ROLE-BASED ACCESS

Integrate with your enterprise identity provider and manage access through role-based permissions.

CONTAINERIZED ARCHITECTURE

Deploy using a flexible, container-based architecture designed for scalability, portability, and integration into existing IT environments.

Discuss Your Use Case

FREQUENTLY ASKED QUESTIONS

Everything you want to know

What clients commonly ask

Is DeltaLens only for banks?

No. Banking and financial services are the primary focus of this page, while reconciliation, lineage and AI-assisted investigation can also support other industries.

Does Clarity replace the analyst?

Clarity supports investigation. Analysts review the evidence, validate proposed explanations and remain responsible for business decisions.

Is autonomous analysis available?

Autonomous analysis is in Beta. Contact us to discuss its current scope and suitability for your use case.

Can we discuss integrations and deployment?

Yes. During the demo, we can review your data sources, environment, security requirements and the deployment options suitable for your organisation.

Am I on the right level to benefit from this now?

A company is not digitised overnight, and every business runs at its own pace. AI Adoption is more a process rather than a one-off exercise, and it all starts from your specific situation. Our offer guides you through your process analysis, considers which steps are critical to reaching your desired performance, and identifies both quick wins and strategic improvements. This way, you will see immediate results achieved with little effort as part of a long-term endeavour.