ETL-migreringstjänster

Exhausted by ETL workflows holding back your business? Innowise handles complex migrations from fragile, legacy ETL systems to modern, faster solutions that power smarter decisions and keep up with your business.

125+

launched ETL migration projects

120+

in-house ETL migration experts

80%

senior & mid-level specialists

Exhausted by ETL workflows holding back your business? Innowise handles complex migrations from fragile, legacy ETL systems to modern, faster solutions that power smarter decisions and keep up with your business.

125+

launched ETL migration projects

120+

in-house ETL migration experts

80%

senior & mid-level specialists

Your data volume is growing

Legacy ETL pipelines buckle under growing data loads. We rebuild them for scale, so they stay fast, stable, and budget-friendly even as your business expands.

You're upgrading core systems

When it’s time to modernize your systems, we migrate your ETL logic without interrupting business operations, and your teams get better, connected tools faster.

You're moving to the cloud

Our team helps you ditch on-premise ETL tools for cloud-native solutions that scale smarter, cost less to maintain and integrate cleanly with your data lakes.

You’re shifting to a cloud data warehouse

Moving your Datalager to the cloud? We refactor your ETL workflows so they work seamlessly post-migration and bring business results you anticipate.

You want to improve compliance

If you need to strengthen compliance or meet new rules, we adapt your ETL logic to keep sensitive data traceable, auditable, and aligned with applicable requirements.

Your ETL performance is dragging

Innowise replaces underperforming ETL logic with optimized pipelines that cut runtime, reduce compute costs, and free up your team’s time for more value-adding tasks.

Get full-scope ETL migration services from discovery to deployment

  • Utvärdering av data
  • ETL workflow design
  • Planering av migration
  • Extrahering av uppgifter
  • Datatransformation
  • Datamappning
  • ETL performance optimization
  • Dataflow monitoring
  • Data quality management implementation
  • Stöd efter migreringen

Utvärdering av data

We start by analyzing your entire ETL ecosystem, encompassing transformations, tasks, dependencies, and runtime behavior, to uncover weak points and blockers. You’ll get a clear, migration-ready blueprint with no unexpected surprises.

Utvärdering av data

ETL workflow design

Our engineers build new workflows from scratch or re-architect existing ones using modular design, batch control, and real-time triggers. We design everything for reusability, clarity, and easy maintenance post-migration.

ETL workflow design

Planering av migration

Innowise scopes each migration phase in detail, from source inventory and data cutover to testing checkpoints and rollback procedures. You’ll get a practical, risk-mitigated plan that can be easily followed with zero guesswork.

Planering av migration

Extrahering av uppgifter

To extract structured, semi-structured, and unstructured data from legacy sources, Innowise develops custom connectors and scripts. We handle outdated formats, missing metadata, and inconsistent encodings with special care.

Extrahering av uppgifter

Datatransformation

Our team rewrites old transformation logic using modern tools and scalable dataarkitektur, removing deadweight and improving performance. For better traceability, Innowise documents everything to the letter.

Datatransformation

Datamappning

Innowise creates detailed mapping specifications that track every field, type, and relationship from source to destination. Business rules, format conversions, and exception handling are embedded directly into the mapping layer.

Datamappning

ETL performance optimization

We identify long-running processes, high-memory usage, and bottlenecks, and then restructure ETL flows for faster execution required for advanced analytics and Big data. That includes load balancing and parallelization for peak performance.

ETL performance optimization

Dataflow monitoring

Innowise integrates monitoring with real-time logs, metrics, and automated alerts. We continuously review usage patterns and refine workflows to eliminate failures and optimize processing logic.

Dataflow monitoring

Data quality management implementation

To ensure quality, we run full quality assessments across datasets and ETL steps to catch duplicates, mismatches, and logic errors. Then, Innowise implements automated validations, cleansing routines, and correction workflows.

Data quality management implementation

Stöd efter migreringen

After ETL migration, we stay involved to fix logic edge cases, optimize schedules, and validate performance under real workloads. We also share documentation and guides for your internal teams, so they can perform maintenance tasks.

Stöd efter migreringen
Utvärdering av data

We start by analyzing your entire ETL ecosystem, encompassing transformations, tasks, dependencies, and runtime behavior, to uncover weak points and blockers. You’ll get a clear, migration-ready blueprint with no unexpected surprises. Utvärdering av data

ETL workflow design

Our engineers build new workflows from scratch or re-architect existing ones using modular design, batch control, and real-time triggers. We design everything for reusability, clarity, and easy maintenance post-migration. ETL workflow design

Planering av migration

Innowise scopes each migration phase in detail, from source inventory and data cutover to testing checkpoints and rollback procedures. You’ll get a practical, risk-mitigated plan that can be easily followed with zero guesswork. Planering av migration

Extrahering av uppgifter

To extract structured, semi-structured, and unstructured data from legacy sources, Innowise develops custom connectors and scripts. We handle outdated formats, missing metadata, and inconsistent encodings with special care. Extrahering av uppgifter

Datatransformation

Our team rewrites old transformation logic using modern tools and scalable dataarkitektur, removing deadweight and improving performance. For better traceability, Innowise documents everything to the letter. Datatransformation

Datamappning

Innowise creates detailed mapping specifications that track every field, type, and relationship from source to destination. Business rules, format conversions, and exception handling are embedded directly into the mapping layer. Datamappning

ETL performance optimization

We identify long-running processes, high-memory usage, and bottlenecks, and then restructure ETL flows for faster execution required for advanced analytics and Big data. That includes load balancing and parallelization for peak performance. ETL performance optimization

Dataflow monitoring

Innowise integrates monitoring with real-time logs, metrics, and automated alerts. We continuously review usage patterns and refine workflows to eliminate failures and optimize processing logic. Dataflow monitoring

Data quality management implementation

To ensure quality, we run full quality assessments across datasets and ETL steps to catch duplicates, mismatches, and logic errors. Then, Innowise implements automated validations, cleansing routines, and correction workflows. Data quality management implementation

Stöd efter migreringen

After ETL migration, we stay involved to fix logic edge cases, optimize schedules, and validate performance under real workloads. We also share documentation and guides for your internal teams, so they can perform maintenance tasks. Stöd efter migreringen

Smooth and worry-free ETL migration, just two clicks away

Benefits of our ETL migration services

Effektiviserad datahantering

We consolidate data into a unified management framework, making it easier to monitor, modify, and govern your entire data flow from one place.

Förbättrad datanoggrannhet

With solid validation rules, transformation checks, and automated corrections that reduce the risk of errors, you can trust the numbers behind your business decisions.

Skalbarhet och flexibilitet

Innowise designs ETL workflows that scale with your data. We can adapt them to changes in your business, adding new sources, handling spikes, and tackling issues.

Seamless system integration

No more juggling brittle integration scripts. We build connectors and workflows that sync data effortlessly across CRMs, ERPs, and other business-critical apps.

Lägre driftskostnader

Our ETL migration services help you ditch legacy workarounds, bloated pipelines, and compute-heavy processes. You get real value without draining the budget.

Tillgång till data i realtid

You can move from batch reports to live dashboards. Our team blends real-time streams with legacy data into a coherent pipeline, so you can have access to the right data.

Chef för Big Data och AI

Most of the pain in data operations comes from years of patchwork ETL logic no one fully understands. Migration is your chance to clean that up and build something that finally makes sense. Done right, it cuts costs, improves accuracy, and gives you full control over your data workflows. It’s not happening by magic, it’s just years of experience and planning.

Chef för Big Data och AI

Why choose Innowise as your ETL migration partner

You’re not trusting your ETL migration to a random team — we’ve got 125+ data engineers who’ve handled migrations across finance, healthcare, and more. Every move is backed by industry best practices and hands-on experience. And with ISO 27001, you can be confident your data’s in safe hands throughout the process.

Our holistic approach to ETL migration services

Relying on 18+ years of experience, Innowise builds reliable migration strategies that hold up under real business conditions.

High delivery speed
Our team moves fast because we plan smart. By scoping risks and timelines properly upfront, we avoid the usual stalls that push ETL projects off track for weeks.
Reliable quality metrics
You’ll be able to trust your data no matter what. We build in measurable checkpoints for data accuracy and completeness to maintain high quality.
Bulletproof data security
Every ETL migration follows strict security protocols with access controls, encryption, and audit trails. Our ISO 27001 certification is just the starting point.
Flexibility to changes
Change requests don’t throw us off. Innowise manages them through a clear process that keeps you in control of the updates.
Stöd efter lansering
We don’t disappear after go-live. Whether it’s fine-tuning pipelines, fixing edge cases, or helping your in-house team, we stick around to ensure everything works well.
Start your ETL migration now
Discuss ETL migration
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How we deliver ETL migration projects

Identifiering

Our ETL migration consultants kick things off by gathering requirements and analyzing your current ETL setup, checking what works and what doesn’t.

Planering

Once we’ve mapped out the goals and needs, we build a detailed ETL migration plan with clear phases, fallback options, and realistic delivery timelines.

Extraction

Innowise’s team pulls your data from every relevant source and cleans it up, removing duplicates and fixing broken records.

Omvandling

Here we rewrite outdated logic and apply new business rules to make your data usable, accurate, and fast.

Loading

Our ETL migration experts load the data using workflows designed for consistency, traceability, and zero loss along the way.

Testning

Innowise’s team thoroughly validates the ETL migration to make sure the output matches expectations before anything goes to production.

Övergång

Once testing is complete, we switch your operations to the new system, coordinating handover so your teams don’t miss a beat.

Support

After go-live, Innowise sticks around to maintain the integration, resolve issues, optimize workflows, and help train your team.

Vad våra kunder tycker

Egzon Gajtani Samordnare för strategiska projekt Tangoos professionella nätverk
Tangoo logo

“We were highly satisfied with the outcome of the project and the deliverables that Innowise delivered. They were highly responsive and timely in their communication, which allowed for smooth and efficient collaboration.”

  • Industri IT-tjänster
  • Teamstorlek 2 specialister
  • Varaktighet 6 månader
  • Tjänster Förstärkning av personalen
Dr Felix Berthelmann Verkställande direktör Digital Science
Logotyp för Digital Science

“Over the years, Innowise has consistently proven to be a long-term, reliable partner. The consistency and quality of the services provided have significantly contributed to the success of our joint initiatives.”

  • Industri Hälso- och sjukvård, läkemedel, biovetenskap
  • Teamstorlek 2 specialister
  • Varaktighet 44 månader
  • Tjänster Personalförstärkning, Data science
Stefania Basciu Leveransdirektör Topcon Agriculture
Topcon logo

“We are more than satisfied with our fruitful cooperation with Innowise, as they perform tasks in accordance with our high requirements and corporate standards and bring the desired results.”

  • Industri Rådgivning
  • Teamstorlek 2 specialister
  • Varaktighet 28 månader
  • Tjänster Webbutveckling

FAQ

You can cut data processing costs by up to 85% while keeping the same functionality and gaining better performance. We’ve done it for clients who were stuck paying for legacy platforms that burned money. With modern pipelines, you avoid overpaying for compute, maintenance, and workarounds.

Modern ETL systems make compliance with regulations like GDPR and CCPA way easier to enforce. We embed audit trails, data lineage, and access control into the pipeline logic, so every sensitive record is tracked, processed, and stored correctly.

Sticking with outdated ETL systems leaves you open to breakdowns, bad data, and costly maintenance cycles. To help mitigate the risks, we recommend planning ahead, assessing the potential issues upfront, and building a phased migration strategy with fallback options.

With Innowise, security is baked into every step of our process. We isolate environments, encrypt data at rest and in transit, limit access with strict role-based controls, and log every operation. Innowise is also an ISO 27001-certified ETL migration company, which means we follow international best practices for data handling. Your sensitive records never get exposed.

Absolutely. We’ve migrated pipelines across cloud-native, hybrid, and fully on-premise setups. As a part of ETL migration engineering services, Innowise designs your flows to work across both worlds without compatibility headaches.

We build in data validation checks at every step (e.g., extraction, transformation, and loading), so issues don’t pile up downstream. If something doesn’t match, Innowise’s team flags it, fixes it, or routes it for review depending on your rules. And before anything goes live, we test sample outputs against the source to make sure everything’s correct.

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