Data Quality Engineering Services

Forte Group brings 25 years of quality engineering discipline to every layer of the data stack — from architecture decisions to pipeline delivery to AI model inputs. When the integrity of your data determines the integrity of your decisions, quality cannot be an afterthought.

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Bad data does not announce itself. It compounds silently. Faulty data architectures surface months after design decisions are locked. Migration errors reach production disguised as schema drift. AI models trained on unchecked data produce confident, incorrect outputs. By the time the problem is visible, the cost is significant — in reporting errors, failed migrations, and AI initiatives that cannot be trusted.Quality controls built into the engineering process prevent failures that audits after the fact cannot recover.

Three statistics that should concern every data leader

$12.9M

Average annual cost of poor data quality per enterprise.

83%

Of data migrations fail or exceed budget and schedule.

60%

Of AI projects will be abandoned due to data that isn't AI-ready.

Four domains. One quality standard.

Data Architecture Quality

A sound architecture is the first quality control. Before a single pipeline runs, architectural decisions determine whether your data platform will scale, interoperate, and produce trustworthy outputs across its lifecycle.

Forte Group's architecture quality practice covers:

Fitness-for-purpose review
validating that proposed architectures align with actual analytical workloads, not theoretical ones

Schema design validation
assessing data models for normalization, extensibility, and downstream compatibility before implementation
Integration point audits
evaluating source system connectivity, API contracts, and data contract enforcement across the technology ecosystem
Scalability and reliability assessments
stress-testing architectural assumptions against projected data volumes and SLA requirements
Governance readiness evaluation
confirming that lineage tracking, access control, and audit trail capabilities are designed in, not retrofitted

Architecture quality reviews are conducted independently of implementation — providing an objective baseline before commitments are made.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Subservice heading

Wind energy is converted into electricity, powering homes, businesses, and more.

Mobile App Test Strategy

Develop comprehensive mobile testing strategies that address platform diversity, OS versions, device selection, network conditions, and carrier variations.

Mobile App Performance Testing

Validate application performance across devices, networks, and usage scenarios using performance testing frameworks that provide meaningful and actionable data.

Mobile App Managed Test Team

Extend your team with dedicated mobile testing specialists who handle functional testing, device coverage, automation, and infrastructure to support test execution.

Mobile Usability and UX Testing

Evaluate mobile-specific usability factors including touch interactions, gestures, navigation patterns, screen orientation, and user interface responsiveness.

85% Reduction in User Sign-In Time for Location Services App

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Optimizing Healthcare Mobility App Through Scalable Test Automation

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10× Increase in Test Coverage with Scalable Test Automation

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Assess and plan

Evaluate your mobile applications, target platforms, device coverage requirements, and testing goals to develop strategies that balance coverage with efficiency.

Design test approaches

Determine device selection strategies, define automation approaches, establish performance benchmarks, and plan testing across the mobile ecosystem.

Implement and execute

Build test automation frameworks for mobile platforms, execute functional and performance testing, and validate across prioritized device and platform combinations.

Monitor and optimize

Track test coverage, analyze results across devices and platforms, refine test strategies based on usage data, and continuously optimize testing efficiency.

What our experts say

Mobile users have zero tolerance for crashes, latency, or inconsistency across devices. Mobile application testing must account for fragmented platforms, real-world networks, and constant OS updates.
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Organizations that test across devices and conditions proactively see higher app ratings and stronger user retention. Thorough mobile validation ensures that releases enhance engagement rather than trigger uninstalls.

Lee Barnes

CQO at Forte Group

What our experts say

A flawless mobile needs to be engineered. We combine functional, performance, usability, and security testing tailored to mobile ecosystems.

Teams that invest in comprehensive mobile testing reduce production defects dramatically and protect brand trust in the most personal channel they own.

Consistent reliability turns mobile applications into primary customer interaction platforms rather than auxiliary tools.

Pavel Chechat

VP Delivery at Forte Group

What our experts say

Speed without quality creates technical debt that eventually grinds innovation to a halt. We architect quality into every layer, from automated testing frameworks that run thousands of checks in minutes to chaos engineering that stress-tests systems before customers do.

Organizations that prioritize engineered quality ship faster because they spend less time firefighting and more time building.

Egor Goryachkin

CDO at Forte Group

What our experts say

The most successful digital transformations don't just digitize existing processes: they reimagine them entirely. Organizations need partners who understand both the technical architecture and the business outcomes.

We've seen companies accelerate time-to-market by 60% when they move from legacy systems to modern, scalable custom solutions that grow with their business needs.

Lucas Hendrich

CTO at Forte Group