Consulting & Migration
Built for scalable
production-ready systems.
We combine deep data engineering expertise with hands-on migration strategy to help you modernize your data ecosystem with confidence and control.
Move Your Data Forward with Confidence
We guide your migration journey and build systems that are reliable scalable and built for production.
Why 7factor
Your data deserves direction
Our Work
Explore our Case Studies
Technologies We Work With
Cloud Platform
AWS
Databricks
Google Cloud Platform
Microsoft Azure
Snowflake
Data Processing & Analytics
Apache Spark
Apache Kafka
Apache Airflow
Elasticsearch
Hadoop
Looker
Power BI
Tableau
Data Processing & Analytics
Apache Cassandra
Amazon S3
Azure Data Lake
Google BigQuery
MySQL
MongoDB
PostgreSQL
Redis
Languages & Tools
Apache Beam
Java
R
NumPy
Pandas
Python
Scala
SQL
Real-time Processing
Amazon Kinesis
Apache Storm
Apache Flink
Azure Stream Analytics
Google Cloud Dataflow
Data Integration & ETL
Apache NiFi
Fivetran
Informatica
Talend
Singer
Stitch
FAQ
Your questions answered.
We assess your current data ecosystem, define a clear modernization roadmap,
and execute migrations to cloud-native platforms. This includes moving
data from legacy systems to modern warehouses or lakes, redesigning pipelines,
and improving data accessibility and performance.
We prioritize continuity and low risk. Our team uses phased migration strategies,
parallel runs, and validation processes to ensure data integrity and minimal
downtime. You get a smooth transition with no impact to critical business
operations.
Yes. We specialize in cloud migrations, on AWS, and work with partners platform like Snowflake to build scalable, high-performance data environments. We ensure your data is optimized for both analytics and operational use cases post-migration.
We implement rigorous validation, testing, and reconciliation processes
throughout the migration. This includes automated checks, data profiling, and
monitoring to ensure accuracy, completeness, and consistency at every stage.
We don’t just migrate and leave. We optimize your new environment for
performance, cost, and scalability, and can continue supporting your team with
ongoing enhancements, pipeline improvements, and data strategy as your needs
evolve.
Our Offerings
Explore More Offerings
Get started
Let’s Build
Something Together
Human-centered engineering, built to scale with you.
