Accelerators That Reduce Your Data Engineering Lifecycle by 30–60%

Agentic AI accelerators infused with specialized data engineering expertise. Deploy in weeks. Reuse forever.

30–60% faster platform-to-platform code conversion and code generation
Eliminate up to 60% of manual repetitive data engineering effort
Reverse engineer complex legacy systems in hours, not weeks
Empower your data teams with distinguished architect-level intelligence
SI-grade modernization strategies, program roadmaps and estimates in hours
Transform your team into an AI-augmented data engineering team

How Do We Help?

Agentic AI accelerators infused with specialized data engineering expertise, behaving like niche-skilled engineers. Deploy in weeks, reuse forever.

Before
Thousands of SQL/ETL scripts requiring manual conversion
After
3X–5X faster automated code conversion
Before
Time-consuming reverse engineering & discovery
After
Reverse engineering & discovery in hours, not months
Before
Teams lacking specialized niche engineering skills
After
Right-sized teams with embedded niche expertise
Before
No methods for fact-based planning & strategy
After
SI-grade strategy, roadmaps, estimates & project plan in hours
Before
Missing metadata & documentation for critical data
After
SME-grade metadata and documentation in minutes
Before
Traditional methods too slow for modernization
After
30–60% faster AI-native data modernization
Before
No expert guidance on acceleration approaches
After
Teams transformed into AI-native engineering organizations

Pre-Built Data Engineering Accelerators

Ready-to-use, enterprise-grade accelerators for your data engineering lifecycle

Who We Work With

Partnering with enterprise leaders to accelerate complex data modernization initiatives

Data Engineering Leaders

Engineering leaders managing large-scale data modernization and platform initiatives

Enterprise Data Teams

Teams with intensive, ongoing data engineering and modernization activities

Data Platform Owners

Teams architecting greenfield platforms or executing large migration projects

Migration Program Teams

Teams moving thousands of objects from legacy systems to modern cloud platforms

System Integrators & Consultants

SI partners augmenting client programs with purpose-built AI accelerators

Challenges We Address

Solving the challenges that consume engineering time, inflate budgets, and delay modernization

Time-consuming code migration

Not leveraging AI accelerators

Over-sized delivery teams

No fact-based planning

Reverse-engineering complex systems

Lack of niche skills

Undocumented legacy systems

  • Migrations taking months due to manual conversion and refactoring
  • Complex legacy systems slowing delivery and modernization
  • Engineering costs rising from oversized teams and rework
  • Business demanding faster insights and AI-ready platforms
  • Specialized data engineering talent scarce and expensive
  • Manual processes creating errors and quality issues
  • Scaling delivery constrained without automation
Proprietary Grade

Our Accelerators are Unique

Built by data engineers, for data engineers. Infused with 25+ years of Distinguished-grade expertise and Fortune 50 experience.

Our Flexible Delivery Models

Choose the engagement model that best fits your needs and goals

Accelerator Ownership & Enablement

  • Deploy accelerators directly in your secure environment
  • Comprehensive training to empower your team independently
  • Optional full source code ownership for complete control

Co-Delivery Partnership & Support

  • Jointly deliver outcomes on real production programs
  • Expert-led setup, execution, and continuous optimization
  • Ongoing support, guidance, and knowledge transfer included

The Outcome

Measurable impact on your data engineering initiatives

0%

Faster Delivery

Deliver in weeks instead of months

Up to 40% Faster

0%

Lower Costs

Right-sized teams, automation at scale

Up to 60% Less Manual Effort

0%

Higher Quality

SI-grade, standards-compliant outputs

95%+ Accuracy

Frequently Asked Questions

Answering common questions about 3X Data Engineering to help you get started on your modernization journey.

3X Data Engineering is a specialized data and AI engineering company focused on accelerating enterprise data engineering programs. We build AI powered accelerators and provide strategic advisory services that help organizations reduce the time and cost of data engineering initiatives by 30 to 60 percent. Our solutions help data teams automate repetitive work, modernize legacy systems, and deliver scalable data platforms faster while maintaining high engineering quality.
3X Data Engineering operates using a hybrid model that combines products and services. We provide pre built data engineering accelerators designed to automate common engineering tasks. In addition to that, our team can build custom accelerators tailored to specific client environments and project requirements. We also offer Data Engineering Acceleration Advisory where we work with data leaders to identify opportunities to introduce AI and automation across their data engineering lifecycle.
Most of our accelerators are designed to be largely plug and play and typically require only minor configuration. Because every enterprise data environment is different, we usually perform light customization to align the accelerator with your technology stack, architecture, and project requirements. This ensures the solution integrates smoothly with your ecosystem and delivers the highest possible value.
We support the full data engineering lifecycle from strategy to deployment. Our accelerators and advisory services can help with migration strategy, modernization planning, architecture design, data modeling, reverse engineering legacy systems, forward engineering new platforms, code conversion, documentation generation, testing strategy, exploratory data analysis, deployment, and governance. Our focus is on identifying areas where automation and AI can significantly reduce manual engineering effort.
General purpose AI tools such as ChatGPT or coding assistants help developers write code faster but they are not designed to handle large scale enterprise data engineering workloads. Our accelerators are purpose built for data engineering challenges such as processing thousands of database objects, reverse engineering complex systems, automating repetitive engineering tasks, and performing large scale code conversions. Instead of helping an individual developer, our accelerators help automate significant portions of engineering work across entire data programs.

Let's talk scale.

Our team of engineering experts and AI architects is ready to help you accelerate your data modernization journey.

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