Our data engineering services solve a simple problem: most companies are not short of data, they are short of data they trust. Through data pipeline development, data platform engineering, and ETL and data integration, we build the pipelines, the warehouse, and the quality checks that turn numbers scattered across a dozen tools into one answer everyone can stand behind.
Fix your data
85%
Long-term Partnerships
75%
Mid-to-Senior Engineers
5+
Avg. Years of Engineer Experience
98%
Would Recommend Us
You are probably here because one of these is true.
What you get from a data engagement.
Our data engineering services put the foundation first: data pipeline development gets the data flowing reliably and clean before anyone builds a dashboard on top. Each piece below can stand alone or come together as one data platform engineering project. This is where our data engineering consulting starts.
Get data moving reliably, without anyone touching it by hand.
ETL and ELT pipelinesScheduled and streaming ingestionSource connectorsMonitoring and alerting
Our data pipeline development builds the pipelines that pull data from your sources, shape it, and load it where it belongs, on a schedule, with monitoring, so the flow does not break silently and surprise you. ETL and data integration done right means the data lands clean.
One place where all your data actually lives.
Warehouse or lakehouse setupSchema and storage designQuery performance tuningSensible, scaling costs
Our data platform engineering stands up the warehouse or lakehouse that becomes the home for your data, designed so it answers questions fast and stays affordable as the volume grows. This is the core of our data engineering services.
Catch the bad data before it reaches a decision.
Validation and quality checksDeduplication and cleansingData lineage and cataloguingAccess and governance controls
We add the checks, validation, and lineage that stop broken or duplicated data from quietly poisoning a report, so when the dashboard says something, you can believe it.
Data shaped so your team can ask it questions.
Dimensional and semantic modelsMetrics defined onceBI-tool ready tablesDocumentation analysts can use
We model the raw data into clean, documented tables built around the questions your business asks, so analysts and BI tools work with a layer that makes sense instead of raw chaos.
Intelligent Engineering, our team for turning plans into software that runs in production.
Built for every vertical.
Why teams pick us for this.
We get the pipelines and data quality right first. A pretty dashboard on top of bad data just hands wrong answers out faster.
We define each metric a single time in the model, so finance and product finally pull the same number from the same place.
Pipelines that monitor themselves and models your analysts understand mean you are not paying us every time you need an answer.
It runs in your cloud, on tools you control, with documentation your team can read. No lock-in and nothing hidden behind a vendor.
Our achievements display our capabilities
Selected work real outcomes.
A few of the products and platforms we have shipped across fintech, healthcare, logistics, hospitality, and SaaS.
View All Case StudiesWe build the foundation before the fireworks. Reliable pipelines and clean data come first, because a dashboard on top of bad data just spreads the problem faster.
Start with your data{ 01 }· Week 1 to 2
We find every place your data lives, how it moves today, and where the numbers go wrong. You get a clear picture of the sources and the gaps before we build anything.
{ 02 }· Early
We set up reliable ingestion into a warehouse or lakehouse, with monitoring, so data lands where it should on schedule instead of by hand.
{ 03 }· Ongoing
We add quality checks and shape the raw data into analytics-ready models, defining each metric once so two reports stop disagreeing.
{ 04 }· Handover
We connect your BI tools, document the models, and hand over a platform your team can query and extend without calling us for every question.
Trusted voices. Real outcomes.
“We truly appreciated their dedication, technical expertise, and problem-solving approach.”
Young Onion
Department Head
“I was blown away by the knowledge the team had about creatives, e-commerce, website design, and optimization.”
Decathlon Sports India
Image Leader
“They have a good team of designers and project managers who help us with the designs using HTML, Angular, and React.”
Instarama
COO
“Their creativity stands out. A collaborative team that delivered high-quality solutions working closely with us.”
CodeGama LLP
Business Developer
“The product has become more intuitive and user-friendly. Load times dropped significantly after their work.”
Qoruz
Co-Founder
“Their commitment to timely delivery was impressive.”
CurleyStreet Media
Business Development Rep
“We truly appreciated their dedication, technical expertise, and problem-solving approach.”
Young Onion
Department Head
“I was blown away by the knowledge the team had about creatives, e-commerce, website design, and optimization.”
Decathlon Sports India
Image Leader
“They have a good team of designers and project managers who help us with the designs using HTML, Angular, and React.”
Instarama
COO
“Their creativity stands out. A collaborative team that delivered high-quality solutions working closely with us.”
CodeGama LLP
Business Developer
“The product has become more intuitive and user-friendly. Load times dropped significantly after their work.”
Qoruz
Co-Founder
“Their commitment to timely delivery was impressive.”
CurleyStreet Media
Business Development Rep
“Simply put, the quality of their code is excellent. They integrated third-party software and ensured GDPR compliance.”
VIA IOM
Director
“What impressed us most was how well they understood our brand and translated it into clean, thoughtful designs.”
GD Farm Fresh
Director
“Their team was patient, courteous, responsive, and technically proficient throughout the entire project.”
Studio by Nandita Manwani
Partner
“Zethic Technologies generally delivers on time and in line with our requirements – deployed in 30+ countries.”
SABA Hospitality
Executive Director
“Zethic built the features specifically to match our internal workflow and business needs. Professional and on time.”
Coral Publishers
Executive
“Zethic Technologies is a true partner.”
Geordana
CEO
“Simply put, the quality of their code is excellent. They integrated third-party software and ensured GDPR compliance.”
VIA IOM
Director
“What impressed us most was how well they understood our brand and translated it into clean, thoughtful designs.”
GD Farm Fresh
Director
“Their team was patient, courteous, responsive, and technically proficient throughout the entire project.”
Studio by Nandita Manwani
Partner
“Zethic Technologies generally delivers on time and in line with our requirements – deployed in 30+ countries.”
SABA Hospitality
Executive Director
“Zethic built the features specifically to match our internal workflow and business needs. Professional and on time.”
Coral Publishers
Executive
“Zethic Technologies is a true partner.”
Geordana
CEO
Ways to work with us.
The same senior team and the same way of working, shaped to how much you already have in-house. Most clients start with one and move between them as they grow.
A scoped piece of work with a clear deliverable, timeline, and price. Best when the definition of done is clear.
A senior pod embedded in your tools and rituals, shipping every sprint. Best when you want capacity without a long hiring cycle.
Questions, answered.
Data engineering services deliver the plumbing that sits underneath analytics and reporting: data pipeline development that moves data reliably from your sources, a warehouse or lakehouse from data platform engineering to store it, ETL and data integration with quality checks to keep it clean, and models that shape it into something your team can ask questions of. The end result of our data engineering consulting is one trustworthy source of data instead of a dozen disconnected ones, so the numbers you report and decide on are the same numbers, every time.
Because a data engineering company fixes the root cause, not the symptom. Reports disagree almost always because the same metric is calculated in different places, by different people, with slightly different rules. Finance defines revenue one way in their spreadsheet, the product team another way in theirs, and both look correct in isolation. Our data engineering consulting defines each metric once, in a shared model built through data platform engineering, so every report and dashboard draws from the same definition. That single step ends most of the data arguments we see.
It depends on where you are, and we scope data engineering services to match. If you are answering questions with manual exports from three or four systems and the work is getting painful, data platform engineering and a warehouse usually pay off quickly. If your needs are genuinely small, our data engineering consulting will tell you a lighter data pipeline development setup is enough rather than selling you infrastructure you do not need yet. We size each ETL and data integration project to your actual data and questions, with an honest cost and timeline band, not to a template.
With checks built into the pipeline, not hope. Our data pipeline development validates data as it lands, catches duplicates and broken records, and tracks lineage so you can trace any number back to where it came from. ETL and data integration with quality gates means that when something looks wrong, the pipeline flags it instead of quietly passing it through. The point of our data engineering services is that by the time a number reaches a dashboard, it has already been checked.
Yes, that is the goal of our data engineering services. Our data pipeline development builds pipelines to monitor themselves, documents the models so your analysts understand them, and connects your BI tools so your team can self-serve. Everything from our data platform engineering runs in your cloud on tools you control. Some clients keep our data engineering consulting on to extend the platform as they grow, but you are never locked in, and you will not need us for routine questions.
Tell us where your data lives and what you cannot answer from it today. A senior engineer replies within one working day with a sensible first step, no sales script.
Tell us the mess
Where your data sits and which questions are hard to answer. We sign an NDA so the details stay private.
We map the sources
A senior engineer traces how your data flows and finds where the numbers go wrong.
You get a plan
A roadmap to a single trustworthy source, with an honest cost and timeline band.
Tell us where your data lives and what you cannot answer from it today. A senior engineer replies within one working day with a sensible first step, no sales script.
