Assure Data Before It Drives the Business
Fragmented data landscapes
inconsistent records across core platforms, CRM, servicing, payments, lending, insurance and reporting systems.
Poor data quality
degraded transaction visibility, customer records, operational workflows and decision confidence.
Reconciliation gaps
source systems, targets, reports and downstream applications no longer reflect the same truth.
Transformation and mapping issues
data reclassified, recalculated, reformatted or reinterpreted differently across processes.
Hidden downstream risk
defects tested only at the source resurface in reports, workflows, integrations and customer channels.
Unreliable AI and analytics
models and dashboards inherit every incompleteness, inconsistency and duplication in their input data.
Regulatory reporting exposure
data that cannot be traced, reconciled and evidenced becomes an audit finding.
Problem
Data Assurance Challenges in Enterprise
Our Offerings
Bridging Old and New
We test across legacy and modern systems together, validating integration points so upgrades and patches don't disrupt live operations.
Audit-Ready Compliance
Test coverage mapped to compliance requirements, with audit-ready documentation proving changes introduce zero regulatory gaps.
Precision on Business Logic
Rigorous testing of calculations, account rules, and workflows — because even small changes can break customer accounts and financial reporting.
Accuracy at Every Step
End-to-end validation of balances, calculations, settlements, and reports — catching discrepancies before they hit production.
Built for Scale
Testing under real transaction loads to confirm performance, scalability, and responsiveness hold up at scale.
Smart, Secure Test Data
Realistic, production-like test data — masked and anonymized to protect customer information without compromising coverage.
Build reusable regression suites
that protect critical BFSI functionality across releases, patches, upgrades and enhancements.
Prioritize high-risk test coverage
across transaction paths, regulatory workflows, integration points and revenue-impacting functions.
Execute regression cycles
to confirm that existing features continue to perform after application changes.
Optimize test packs
by removing redundancy, improving coverage and focusing effort on business-critical scenarios.
Identify automation-ready regression scenarios
for faster, repeatable and scalable release validation.
Deliver release-readiness insights
through test progress, defect trends, coverage status and go/no-go support.
Data Assurance Services
Data quality validation
completeness, consistency, accuracy, duplication, null values, format conformance and business-rule alignment.
Source-to-target reconciliation
across operational systems, warehouses, reporting platforms and downstream applications.
Business rule and transformation verification
calculations, classifications, aggregations, mappings, conversions and reporting fields.
Referential integrity assessment
relationships across customers, accounts, policies, cards, transactions, claims and products.
Downstream impact analysis
reports, reconciliations, customer journeys, servicing processes and digital channels that consume the data.
AI and analytics data readiness
validate the completeness, consistency, lineage and bias-relevant quality of data feeding models, dashboards and automation.
Data quality scorecards and dashboards
continuous, visible measurement of data health against agreed thresholds.
Assurance as a service
an ongoing validation capability embedded alongside your releases, migrations and data programs.
Validate business functionality
across onboarding, payments, cards, lending, deposits, insurance, servicing, reporting and back-office operations.
Design scenario-led test cases
increases as banks, insurers and financial platforms respond to regulatory, product and digital transformation demands
Test end-to-end workflows
across screens, APIs, integrations, data flows, downstream systems and customer-facing channels.
Verify business rules and calculations
for transaction accuracy, eligibility checks, fee logic, interest computation, claims rules and process outcomes.
Execute positive and negative test scenarios
to confirm expected behaviour across standard, alternate and exception conditions.
Report functional defects clearly
with severity, impact, reproduction steps and business context for faster resolution.
Why Tristha
Financial domain depth
data validated through the lens of transactions, customer records, reporting, reconciliation and business operations.
Techno-functional QA
technical data validation connected to business rules, process outcomes and user impact.
TraviS-powered automation
automated reconciliation, field-level comparison, schema checks and duplicate detection at full data-population scale.
Requirement-driven method
assurance aligned to documented workflows, source definitions, target expectations and validation rules.
Reusable validation assets
repeatable checks across releases, data flows, migration cycles and reporting workflows.
Structured assurance framework
clear visibility into data gaps, validation status, defect impact and readiness before data drives business decisions.
Trust the data before you trust the decision.
Client Outcomes,
in Their Own Words
We sincerely appreciate the expertise and dedication demonstrated by Tristha & Finonyx in supporting our Performance Engineering and Test Automation efforts during the Flexcube 14.7 upgrade project. Their proactive approach, technical proficiency, and untiring commitment were instrumental in the success of this upgrade.
A key highlight was their exceptional performance engineering efforts, which covered all critical transactions across Flexcube Modules, OBBRN, APIs, ATMs, Mobile Applications and Other Application Interfaces. The team effectively simulated real-world production scenarios, generating various transaction loads within SLA-defined timeframes. This rigorous testing helped validate the application’s performance under actual operating conditions.
Additionally, TerrA’s capability to automate testing across various Flexcube 14.7 modules, including Web and APIs ensured comprehensive end-to-end test coverage for the base Flexcube modules. We also greatly appreciate the extensive training and dedicated support provided to the QA & Testing team and various Business Units/Teams on TerrA.
We are truly grateful for their contributions on this great Project Everest and looking forward to future collaborations.
Emana Eke
Program Manager - Project Everest TPMO
Access Bank PLC, Nigeria
We appreciate the support provided by Tristha & Ifinity in our Test Automation and Performance Engineering efforts during the Temenos T24 upgrade project. Their structured approach and technical expertise contributed to the overall execution of the upgrade. One key aspect was the ability of their automation platform ‘TerrA’ to support testing across multiple platforms, including web, mobile, APIs, databases, and file validations, enhancing test coverage. Additionally, their performance engineering efforts included testing critical transactions across T24, ATMs, and mobile applications. By simulating real-world transaction loads within SLA-defined parameters, they contributed to the validation of the application’s performance under operational conditions. We acknowledge their contributions to the project and appreciate the collaboration.
Mr. Channa Weeraratne
Technical Project Manager
LOLC Cambodia
We appreciate the support provided by Tristha & Ifinity during our Temenos T24 upgrade project. Their team contributed to the development of a test automation pack using the TerrA tool and performance testing framework, which helped streamline the testing process. The use of their automation platform facilitated regression testing and provided efficiency improvements in test execution. Additionally, the training and guidance offered to our operations and business teams enabled them to manage the test pack effectively. Their technical expertise and structured approach were valuable to the project, and we acknowledge their efforts in supporting our objectives.
Mr. Duleep Liyanage
Chief Information Officer / Project Owner
LOLC Cambodia
The successful completion of our Temenos T24 upgrade project required strong collaboration, effective solutions, and structured execution. Tristha & Ifinity played a role in supporting our efforts by contributing to test automation and performance validation, helping us improve overall efficiency and risk mitigation during the transition. By leveraging automation in testing processes, we were able to enhance quality assurance and optimize resources, ensuring a smooth and controlled go-live. Additionally, performance testing efforts contributed to validating system stability across key banking channels, aligning with our operational and customer service objectives. We acknowledge their contributions to the project and appreciate the collaboration in delivering this strategic initiative.
Mr. Sok Sophal
Deputy CEO / Project Director
LOLC Cambodia
We had been constrained for months by our dependency on the switch and a rigid simulator that forced all test traffic through the switch layer. Working with Tristha’s SiPay simulator, we were able to bypass switch entirely and test directly against the core by building the required AS 2805 flows in SiPay, with no new code and no configuration changes to our environment, and this has now unlocked faster regression and far better reuse of our existing script automation assets.
Manager Quality Assurance Engineering II
Testing Centre of Excellence (APAC)
Make every business decision stand on validated data.
Partner with Tristha to validate data quality, identify reconciliation gaps and strengthen data confidence across financial systems before gaps move into reports, workflows and decisions.