Data toolset
Build a robust and scalable data engineering stack with Syntra
Our multi-layer data engineering tech stack helps teams manage and analyze data effectively.
Build a real-time engineering data platforms based on tried-and-tested data warehouses, data lakes, data integration tools, data visualization, BI, and governance software.
Data storage
Get expert guidance on choosing between data warehouse, data lake, or a mix of the two for data storage
Open-source solutions
Apache HDFS
Distributed file system for scalable storage and processing of large datasets across clusters
Apache Druid
Real-time analytics database for fast, scalable querying and ingesting of large event streams
ClickHouse
Columnar database management system optimized for high-performance real-time analytics on large datasets
Ceph
Distributed storage system providing scalable object, block, and file storage for large data environments
MinIO
High-performance object storage system compatible with the S3 API for cloud-native environments
Paid solutions
Amazon S3
Scalable object storage service for secure data storage, retrieval, and backup in the cloud
Azure Data Lake Storage
Secure cloud storage service optimized for big data analytics and processing
Google Cloud Storage
Scalable, secure object storage solution for unstructured data, with built-in analytics and backup
IBM Cloud Object Storage
High-security scalable cloud object storage for storing and managing unstructured data
Snowflake
Cloud-based data platform for scalable data warehousing, analytics, and secure data sharing
Databricks
Unified data analytics platform for big data processing, machine learning, and collaborative data science
Google BigQuery
Fully managed, serverless data warehouse for fast, scalable analytics on large datasets
Azure Blob Storage
Scalable object storage service for unstructured data, optimized for cloud applications and analytics
Data ingestion
Scalable and cost-effective data ingestion tools for batch processing and data streaming.
Open-source solutions
Airbyte
Syncing data between APIs, databases, and warehouses
Singer
Extracting, transforming, and loading data
Logstash
Collecting, transforming, and forwarding data in real time.
Fluentd
Unifying and processing logs and event data in real-time
Apache Kafka
Real-time data pipelines and applications
Redpanda
High-performance, low-latency real-time data processing
Paid solutions
IBM InfoSphere DataStage
Designing, developing, and running data integration workflows
Oracle GoldenGate
Transactional data management
SAP Data Services
Data integration, transformation, and cleansing
Google Cloud Data Fusion
Building and managing scalable data integration pipelines
Azure Data Factory
Creating, scheduling, and orchestrating ETL workflows at scale
AWS Glue
Discovering, preparing, and integrating data for analytics and ML
Azure Event Hubs
Real-time event ingestion and processing
Google Pub/Sub
Real-time messaging service
AWS Kinesis Data Streams
Collecting, processing, and analyzing streaming data
Build a high-load, real-time data stack tailored to your industry, team, and business needs
Data processing and transformation
Build a tech stack for processing raw data and transforming it to fit business logic
Open-source solutions
Apache Flink
Stream processing framework for real-time, scalable, and distributed data processing and analytics
Apache Spark
Unified analytics engine for large-scale data processing, featuring batch and real-time streaming capabilities
TensorFlow
Platform for machine learning and deep learning, used for building and deploying AI models
Dbt
Data transformation tool enabling analytics engineers to transform, test, and document data in SQL
Paid solutions
Azure Data Factory
Cloud-based data integration service for orchestrating and automating data movement and transformation at scale
Databricks
Unified data platform for big data processing, machine learning, and collaborative data engineering
AWS Glue
Fully managed ETL service for data discovery, preparation, and integration across various data sources
Google Dataflow
Fully managed service for stream and batch data processing using Apache Beam pipelines
AWS Lambda
Serverless compute service for running code in response to events, without managing infrastructure
Azure Stream Analytics
Real-time data stream processing service for analyzing and acting on data from multiple sources
Data consumption and utilization
Leverage scalable solutions for real-time data exchange and communication
Open-source solutions
RESTful APIs
Standardized web interfaces enabling scalable communication and integration between applications
Webhooks
Automated HTTP notifications enabling real-time data exchange and system integrations
Apache Superset
Platform for interactive data visualization and comprehensive dashboard creation
Paid solutions
Looker
Cloud-based BI tool for creating interactive dashboards and collaborative data insights
Qlik Sense
Self-service BI platform for interactive data visualization and advanced analytics
AWS Athena
Serverless SQL service for querying and analyzing data stored in Amazon S3
Google BigQuery
Fully managed, serverless data warehouse for fast, scalable analytics on large datasets
Azure Data Lake
Scalable analytics service for processing and analyzing big data on Azure
Be among the leaders in the data economy with a custom data stack
Data observability and monitoring
Monitor the health of your data and detect errors
Open-source solutions
Prometheus
Monitoring system and time-series database for collecting and analyzing metrics
Grafana
Dashboard for visualizing and analyzing metrics from diverse data sources
ELK Stack (Elasticsearch, Logstash, Kibana)
ELK Stack (Elasticsearch, Logstash, Kibana)
Elasticsearch, Logstash, Kibana for search, data ingestion, and visualization
Elasticsearch, Logstash, Kibana for search, data ingestion, and visualization
Paid solutions
Datadog
Comprehensive monitoring and analytics platform for cloud infrastructure, applications, and logs
New Relic
Observability platform for monitoring and analyzing applications and infrastructure performance
AWS CloudWatch
Monitoring and observability service for AWS resources and application metrics
Google Cloud Operations Suite (formerly Stackdriver)
Integrated monitoring, logging, and diagnostics for managing cloud applications
Azure Monitor
Unified monitoring platform for collecting and analyzing telemetry from cloud and on-premises environments