Data Engineering & Pipelines Services

Transform fragmented data into strategic insights with our end-to-end solutions, from ingestion to analytics. Accelerate innovation, reduce operational costs, and enable data-driven decision-making at scale.
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Engineer data flows that move your business forward
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Our approach is built on three interconnected pillars: Data strategy, pipeline architecture, and pipeline implementation. As a trusted technology partner, we combine deep expertise in modern data stacks with battle-tested methodologies to design, build, and optimize data pipelines that support everything from operational reporting to advanced AI workloads.
Whether you're migrating from legacy ETL systems, building real-time streaming architectures, or enabling ML model training at scale, we deliver solutions that are reliable, performant, and built to evolve with your business.

What we do

Data strategy

Establish the foundation for pipeline success

We help organizations define clear data governance, quality frameworkd, and architectural patterns that align technical capabilities with business objectives.

Working alongside your leadership and technical teams, we establish data ownership models, quality frameworks, and scalable architecture that transforms pipelines into strategic assets, whether you're navigating regulatory requirements, pursuing data monetization, or enabling cross-functional analytics.



Pipeline architecture

Design modern, scalable data infrastructure

We design pipeline architectures that balance performance, cost, reliability, quality, and flexibility - handling everything from gigabytes to petabytes, batch to real-time streaming.

Our architects evaluate your specific requirements; latency needs, data volumes, transformation complexity, and compliance constraints - then build solutions using proven patterns and best-in-class technologies that scale with your business and stand the test of time.

Pipeline implementation

Execute with precision and speed

Our experienced data engineering teams bring your pipeline vision to life with agile delivery, production-ready code, built-in quality controls, and robust operational practices.

We work as an extension of your team - from initial proof-of-concept through production deployment and beyond, providing specialized expertise in Python, Spark, Airflow, dbt, and the modern data stack.

Whether augmenting your existing team or building capabilities from scratch, we deploy, monitor, optimize, and evolve your data infrastructure as your business grows.

Data engineering & pipelines case studies

Software

Harnessing IoT and Big Data to Reduce Parking Time by 70%

ParkNav app combines real-time traffic data with machine learning to predict parking availability, now serving 240+ cities after winning SXSW prize.
Fintech

Magnifi Uses Conversational AI to Help Users Make Better Investment Decisions

Magnifi's AI investing assistant integrates Plaid API for portfolio data, achieving 4x asset growth and 42% faster performance improvements.
Fintech

50% Savings in Infrastructure Costs for Interfirst Mortgage Company

Forte Group builds Interfirst's multi-tenant loan platform with Azure microservices, reducing infrastructure costs 50% and increasing processing speed 20%.
Software

60% Faster IoT Application Deployment with Open-source Edge Platform

Forte Group evolves ioFog into a secure, cross-platform edge solution with comprehensive SDKs, reducing costs 40% across three industries.
We meet you where you are

Strategy & planning

Aligning pipelines with business goals

Establish your strategic foundation for pipeline success by defining data governance, quality standards, and architectural patterns that ensure your infrastructure delivers trusted, actionable insights.
Data governance framework design
Quality standards & ownership models
Strategic roadmap development

Design & architecture

Designing scalable data infrastructure

Architect modern, robust pipelines that balance performance, cost, and reliability - from batch processing to real-time streaming, using proven patterns and best-in-class technologies.
Scalable architecture design
Cloud-native ingestion patterns
Distributed processing frameworks

Development & delivery

Building production-ready solutions

Delivery of production-grade pipelines with agile execution, robust code, and operational excellence - deploying, monitoring, and optimizing your data infrastructure as your business evolves.
Agile pipeline development
Production deployment & testing
Continuous monitoring & optimization

Our industries focus

Healthcare
Fintech
Logistics
Software

Healthcare /

Life Sciences

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We deliver HIPAA-compliant healthcare solutions that improve patient care, streamline operations, and enable secure, efficient data management and analysis.

Fintech /

Financial Services

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From fintech startups to established banking institutions, we provide cutting-edge technology solutions to boost efficiency, compliance and customer experience.

Logistics /

Transportation

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Enhancing logistics and supply chain management with innovative software solutions that improve tracking, optimize routes, and ensure timely deliveries.

Software /

SaaS

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We craft high-performance, scalable software that drives innovation, improves customer engagement, and accelerates growth for businesses in the digital space.

Our services

AI solutions
Data & analytics
Software development
Salesforce services
AI solutions
Design and operationalize AI with confidence. We help organizations move from experimentation to production-ready AI through strategy, engineering, and governance.
AI strategy & governance
Define how AI fits into your business and risk landscape with strategies and governance frameworks that support scalability and compliance.
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Custom AI product development
Build AI-powered products tailored to your data and use cases, from generative AI applications to intelligent platforms.
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AI agents & intelligent automation
Automate complex workflows with AI agents that combine language models, logic, and integrations to improve efficiency.
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AI analytics, predictive insights & decision intelligence
Apply machine learning and advanced analytics to deliver predictive insights that support faster, more informed decisions.
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Machine learning engineering & MLOps
Deploy and operate ML models at scale with MLOps practices that ensure reliability, monitoring, and continuous improvement.
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AI-enabled software delivery (AI-augmented SDLC)
Accelerate software delivery using AI-assisted workflows to improve code quality, testing, and release velocity, without compromising governance or security.
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Data & analytics
Turn data into a strategic asset with modern data and analytics capabilities built for scale and decision-making. We design and evolve data platforms that support analytics, AI, and real-time insights.
Data strategy & architecture
Establish a scalable foundation for your data initiatives. We define data strategies and architectures aligned to business goals and long-term growth.
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Data engineering & pipelines
Build reliable, high-performance data pipelines that move and process data at scale to power analytics, reporting, and machine learning.
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Data migration
Migrate data securely across platforms and cloud environments while minimizing risk, downtime, and disruption.
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Data modernization
Modernize legacy data systems with cloud-native architectures and modern data platforms to improve performance and reduce technical debt.
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Business & decision intelligence
Enable faster, data-driven decisions with analytics and reporting tailored to business users, delivering clear and actionable insights.
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Data governance & compliance
Implement governance frameworks that ensure data quality, security, privacy, and compliance, without slowing innovation.
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Software Development
With deep expertise across modern technologies, architectures and programming languages, our agile development approach ensures speed, quality, and flexibility at every stage.
Custom software development
Unlock performance, scalability, and reliability with Custom Software Development. We design, create, deploy, and maintain software tailored to your business needs.
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Application development & modernization
Accelerate your digital transformation with Application Development Services. We design, build, and maintain custom web, mobile, and SaaS applications that deliver scalable, secure solutions.
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DevOps and platform engineering
Streamline software development, deployment, and maintenance processes, emphasizing automation, continuous integration, and delivery.
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Quality engineering
Elevate your software reliability with our comprehensive Quality Engineering services, ensuring flawless user experiences and robust performance.
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Cloud engineering & platforms
Enhance scalability and efficiency with Cloud Engineering & Platforms. We design and manage secure cloud architectures that modernize infrastructure and support continuous innovation.
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Blockchain solutions
Unlock efficiency, security and transparency with Blockchain Technology. From optimizing transactions to enhancing security, our tailored solutions drive innovation and tangible results.
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Product strategy & acceleration
Deliver technology that drives real business outcomes. Our ROI-driven framework ensures every feature is tied to measurable impact, giving leaders, boards, and investors clear visibility into how every dollar translates into business value.
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Salesforce services
Implement and optimize Salesforce platforms tailored to your business needs. We help teams improve customer engagement, automate workflows, and scale CRM capabilities.
Salesforce implementation services
End-to-end Salesforce implementation for B2B and D2C , delivering scalable, secure, and compliant solutions across healthcare, manufacturing, higher education, fintech, and other regulated, complex sectors.
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Salesforce managed services
Flexible Salesforce managed services that provide ongoing administration, development, optimization, and support, allowing your organization to scale efficiently while maintaining platform stability and performance.
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Salesforce consulting
Strategic Salesforce consultancy services to help your organization select and implement the right products, design optimal architectures, customize workflows, or integrate Salesforce seamlessly into existing enterprise ecosystems.
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Custom Salesforce development
Extend your platform capabilities through advanced automation, tailored business logic, customized user experiences, and data-driven analytics aligned to your unique requirements.
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Integration and data migration services
Secure and reliable Salesforce integration and data migration services, including pre-project consulting, data preparation, validation, and quality assurance to ensure accuracy and continuity across systems.
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Salesforce staff augmentation
On-demand access to experienced Salesforce professionals, including administrators, developers, analysts, architects, and UX specialists, to strengthen your team across Sales Cloud, Commerce Cloud, and more.
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Salesforce creative design services
Salesforce creative design services that combine discovery, strategy, solution architecture, and modern UI/UX principles to deliver intuitive experiences, maximizing long-term platform ROI.
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Salesforce testing services
Advanced Salesforce testing services that combine agentic AI and expert manual QA to validate complex configurations, integrations, and releases across highly customized, enterprise Salesforce environments.
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FAQs

How long does it take to build a production data pipeline?

Timeline varies based on complexity, but we typically deliver MVPs in 4-6 weeks and production-ready solutions in 8-12 weeks.

What's the difference between batch and streaming pipelines?

Batch pipelines process data in scheduled intervals (hourly, daily), while streaming pipelines process data in real-time as it arrives.

We help you choose the right approach, or hybrid solution, based on your use case.

How do you ensure data quality in pipelines?

We implement automated data quality checks, validation rules, monitoring, and alerting throughout the pipeline to catch issues before they impact downstream systems.

Can you work with our existing cloud infrastructure?

Absolutely. We work across AWS, Azure, and Google Cloud, and can integrate with your existing tools and platforms.

Do you provide ongoing support after implementation?

Yes. We offer managed services, monitoring, and optimization support to ensure your pipelines remain performant and reliable.

Quality is our founding discipline, now applied to data

As one of the few technology services firms with a dedicated Chief Quality Officer, Forte Group embeds quality controls at every phase of data platform design, engineering, and delivery. The same rigor that has defined our software quality practice for over two decades now governs how we build, migrate, and operate modern data infrastructure.

See our Quality Engineering practice

Get in touch

What our experts say

Most organizations are drowning in data but starving for insights. The difference lies in having a coherent data strategy and robust architecture from the start.

We help companies design data ecosystems that break down silos, ensure data quality, and scale seamlessly. Organizations with strong data foundations make decisions 5x faster and unlock revenue streams they didn't know existed.
Lucas Hendrich
Chief Technology Officer at Forte Group

What our experts say

Data architecture isn't about where you store information, but about how quickly you can turn questions into answers.

We design data systems for speed of insight: streaming architectures for real-time decisions, semantic layers that make data self-service, and governance that ensures trust without bureaucracy. Companies with modern data architectures can respond to market shifts in real-time.
Alex Lukashevich
Chief AI Officer at Forte Group

What our experts say

Legacy data systems accumulate technical debt like compound interest: eventually, the cost of maintaining them exceeds the cost of transformation. Modernization means re-architecting for the way businesses operate now.

Organizations that modernize unlock trapped data, eliminate redundant systems, and build foundations for AI that legacy architectures could never support.
Sergey Ilin
VP of AI Engineering at Forte Group

What our experts say

Data migration is where digital transformation initiatives often stumble. Moving years of critical business data requires meticulous planning, validation, and zero tolerance for loss.

We've migrated petabytes of data with 99.9% accuracy, ensuring business continuity throughout. The key is treating migration not as a technical project, but as a business-critical transformation that demands expertise and precision.
Egor Goryachkin
Senior Technology Director