Data Engineering Solutions
Turn your raw data into fuel for better user experiences and game-changing insights. Leanware specializes in data pipelines, APIs, and customized business intelligence dashboards that cater to your specific startup requirements. Instead of expensive enterprise solutions, we deliver startup-optimized data systems that scale with your growth—moving you from scattered spreadsheets to unified pipelines and intelligent dashboards that provide real-time insights without the complexity.
The difference: Our startup clients achieve 3-5x faster time-to-insight while reducing data infrastructure costs by 40-60%, transforming disconnected data into strategic business assets that fuel growth.
Leanware is a Trusted Partner for Great American Companies.
Modern Data Platform Engineering
Challenge: Your data is scattered across disconnected systems, making it impossible to get a unified view of your business performance.
We build modern data platforms that consolidate your data sources into a unified, scalable architecture. Our team designs cloud-native solutions using distributed computing and microservices that grow with your business while reducing infrastructure costs.
What We Deliver:
-
Unified data platform that consolidates all your data sources.
-
Cloud-native architecture optimized for your specific workload.
-
Scalable data lakes and warehouses that handle growth seamlessly.
Data Pipeline & ETL Development
Challenge: Manual data processes are slowing down your decision-making and consuming valuable engineering resources.
We automate your entire data workflow using proven enterprise-grade tools and frameworks. Our pipelines handle everything from data ingestion to transformation, giving you real-time insights without the manual overhead.
What We Deliver:
-
Fully automated ETL/ELT pipelines that run without intervention.
-
Real-time data streaming with high-performance processing engines.
-
Built-in data quality monitoring that catches issues before they impact decisions.
Cloud Data Migration & Modernization
Challenge: Your legacy data systems are expensive to maintain and can't scale with your growth trajectory.
We migrate your data infrastructure to modern cloud platforms with zero downtime. Our proven migration approach reduces costs by 40-60% while improving performance and reliability.
What We Deliver:
-
Complete migration strategy with risk mitigation and rollback plans.
-
Modern cloud data warehouse deployment on leading cloud platforms.
-
Immediate performance improvements and cost reduction from day one.
Why?
Why Choose Leanware for Data Engineering
Battle-Hardened Experience
Our seasoned expertise in data engineering is backed by a track record of success. Access the proficiency of a company that has navigated complex data challenges, ensuring robust, scalable, and innovative data solutions.
Cost Efficiency
We deliver excellence in data engineering without breaking the bank. Our strategic approach offers high-quality services at cost-effective rates, providing top-tier data engineering solutions with proven ROI.
Discovery & MVP Strategy (Sprint 1: Week 1-2)
Objective: Rapid assessment and MVP definition through stakeholder collaboration and quick wins identification.
Key Activities: Stakeholder interviews, data audit, MVP scoping, assumption validation, success metrics definition
Deliverables: Current state snapshot, validated MVP strategy, hypothesis list, sprint roadmap
Architecture Prototyping & Validation
(Sprint 2: Week 3-4)
Objective: Validate architecture through rapid prototyping and proof of concepts with stakeholder feedback.
Key Activities: Architecture experimentation, technology validation, prototype testing, performance benchmarking, stakeholder demos
Deliverables: Validated architecture prototype, technology recommendations, proof of concept results, iteration plan
Iterative Pipeline Development
(Sprint 3-4: Week 5-8)
Objective: Build MVP data pipelines through iterative development with continuous testing and user feedback.
Key Activities: Sprint-based ETL development, automated testing implementation, stakeholder demos, performance optimization, quality validation
Deliverables: Functional MVP pipelines, automated testing suite, performance benchmarks, validated integrations
Analytics MVP & User Validation
(Sprint 5-6: Week 9-12)
Objective: Develop analytics capabilities through user-centered design and continuous validation cycles.
Key Activities: MVP dashboard development, user testing sessions, analytics experimentation, self-service implementation, adoption optimization
Deliverables: User-validated dashboards, proven analytics models, training materials, adoption metrics
Continuous Optimization (Ongoing)
Objective: Maintain system performance and business value through continuous monitoring and improvement.
Key Activities: Weekly stakeholder check-ins, bi-weekly retrospectives,
performance monitoring, hypothesis testing, business impact assessment
Deliverables: Optimized systems, improvement recommendations, performance reports, business value metrics
Process
Our Data Engineering Process
Hear What Startups and Companies
Are Saying About Leanware
"Leanware unlocked our frontend dev—now we ship major updates every 2–3 weeks and move faster."
Morgan Venable,
Head of Product Groundlight
“Leanware's adaptability in project methodology greatly enhances our unique startup operations”
Ricardo Patino,
CEO 2MoonCapital
"Leanware is incredibly responsive. Their team is quick to reply and fantastic at tackling problems."
Barb Heathcote,
Manager docbraces
Benefits
Key Benefits of Our Data Engineering Solutions
Enhanced Decision-Making
Transform raw data into actionable intelligence that enables leadership to identify trends, predict outcomes, and make strategic decisions based on data-driven insights.
Improved Product Quality
Through extensive data analysis and customer feedback integration, refine products and services while identifying areas for improvement and innovation.
Cost Reduction
Optimize data storage, processing, and retrieval to reduce operational costs while implementing predictive maintenance that prevents costly downtimes and inefficiencies.
Faster Time-to-Insight
Streamlined data processing and real-time analytics enable quicker turnaround times for data-driven projects, providing competitive advantage in fast-paced business environments.
FAQ
Frequently Asked Questions
We can begin Angular projects within 5-7 business days. Our bench of pre-vetted senior developers allows rapid team assembly. Initial kickoff includes environment setup, codebase access, and project planning sessions.
Project timelines vary based on complexity. MVP applications launch within 8-12 weeks, enterprise platforms require 4-6 months, and migrations typically complete within 3-5 months. We provide detailed timeline estimates after technical discovery.
Yes, we offer flexible engagements starting from one-month contracts. Short-term developers integrate quickly for specific features, technical spikes, or deadline-critical deliverables.
Our quality assurance process includes mandatory code reviews, automated testing requirements (minimum 80% coverage), static code analysis, performance benchmarking, and security scanning. Every commit passes through CI/CD quality gates.
Absolutely. Our developers excel at understanding existing architectures, following established patterns, and improving legacy code. We begin with codebase analysis, identify improvement opportunities, and maintain backward compatibility.
We specialize in modern Angular versions (15+) for new development while maintaining expertise in legacy versions for support and migration projects. Our team stays current with Angular releases, ensuring we work with supported versions and adopt new releases promptly.
Communication flows through dedicated Slack/Teams channels, daily standups via video calls, weekly sprint reviews, and bi-weekly stakeholder demos. Project dashboards provide real-time visibility into progress, budgets, and timelines.
Yes, we sign comprehensive NDAs before project discussions. Our developers work within your security protocols, use your source control systems, and follow your intellectual property guidelines. We maintain SOC 2 compliance for data security.
Get Started with Data Engineering Solutions
Transform your raw data into strategic assets that drive growth and innovation.
Contact us to discuss your data engineering needs and explore how we can help unlock the full potential of your data infrastructure.
Let's Discuss Your Data Strategy