Insights from SingleStore Reviewers
Based on 7 verified reviews published in the last 18 months
What positive or negative impact (i.e. Return on Investment or ROI) has SingleStore had on your overall business objectives?
5 answeredFor Professional, Scientific, and Technical Services firms, SingleStore delivers significant ROI primarily through enhanced operational efficiency and the ability to deliver more value to clients. A key benefit is the substantial improvement in data processing speed, with 3 of 7 reviewers noting faster query execution and application response times, which directly translates to better user and client experiences. This performance boost is coupled with robust scalability, as 3 of 7 reviewers highlighted the platform's capacity to handle vastly larger data volumes—up to 100x more—enabling firms to expand their data collection and analytical capabilities. Furthermore, the solution contributes to cost reduction by replacing expensive legacy systems and optimizing data compilation processes, a benefit mentioned by 2 of 7 reviewers. The platform also empowers firms to leverage advanced analytics, making complex statistical queries viable and allowing for the integration of deeper insights into their product offerings, as cited by 2 of 7 reviewers, ultimately enhancing their competitive edge in a data-driven service landscape.
Faster performance and response times
3 mentionsProfessional, Scientific, and Technical Services firms benefit from SingleStore's ability to significantly accelerate d…
Professional, Scientific, and Technical Services firms benefit from SingleStore's ability to significantly accelerate data processing and query execution. This improved performance, noted by 3 of 7 reviewers, directly impacts client-facing applications and internal analytical workflows, leading to a more responsive and efficient service delivery model. The speed increase allows firms to provide faster data access and insights to their customers, enhancing overall user experience.
“Able to server up data faster to customer. I.e. app speeds of avg 8s to avg 1.5s”
“Improved User experience due to faster queries.”
“Real time compute and reduces hassle of fine tuning (required but minimal compared to Oracle or other ERDBs)”
Scalability and handling large data volumes
3 mentionsThe capacity to manage and process large, growing datasets is critical for Professional, Scientific, and Technical Serv…
The capacity to manage and process large, growing datasets is critical for Professional, Scientific, and Technical Services firms, and SingleStore addresses this need effectively. Three of seven reviewers praised the platform's scalability, enabling them to expand data collection by orders of magnitude while maintaining high-performing query responses. This capability is essential for firms dealing with diverse client data and complex analytical models.
“Objective was to scale as data loads with high performing query(model) response”
“Able to scale the amount of data that we collect (and therefore provide to customers) by 100x”
“Object scale when used can compete with Traditional Warehouse Systems like Teradata, Netezza, Greenplum”
Enables advanced analytics and insights
2 mentionsFor Professional, Scientific, and Technical Services firms, the ability to generate deeper insights is a core value pro…
For Professional, Scientific, and Technical Services firms, the ability to generate deeper insights is a core value proposition. Two of seven reviewers indicated that SingleStore makes advanced statistical queries viable, allowing them to integrate more sophisticated analytics into their product offerings. This capability enhances their analytical services and provides a competitive advantage in delivering data-driven solutions to clients.
“Objective was to scale as data loads with high performing query(model) response”
“Made statistical queries a viable option which has allowed us to add more insights to our product”
Reduced costs and overhead
2 mentionsProfessional, Scientific, and Technical Services firms are constantly seeking ways to optimize operational expenditures…
Professional, Scientific, and Technical Services firms are constantly seeking ways to optimize operational expenditures. SingleStore has contributed to cost savings for some, with 2 of 7 reviewers reporting reduced costs. This often comes from replacing more expensive, traditional database systems or streamlining resource-intensive data compilation jobs, thereby improving financial efficiency.
“Replaced our costly nightly compilation jobs”
“Reduced Costs.”
Describe how you use SingleStore in your organization. What are the business problems the product addresses and what is the scope of your use case?
6 answeredProfessional, Scientific, and Technical Services firms frequently leverage SingleStore to address the critical need for high-performance, real-time data processing, a capability essential for both client-facing applications and internal analytical workflows. The product is primarily adopted to manage and analyze vast streams of dynamic and transactional data, enabling immediate insights crucial for consulting, research, and technical service delivery. Specifically, 5 of 7 reviewers in this sector highlight SingleStore's capacity for real-time analytics, underscoring its value in supporting complex reporting and interactive client experiences. This focus on speed and concurrent data handling allows organizations to simplify query structures and provide rapid data access across various BI tools, directly impacting their ability to deliver timely and data-driven solutions to their own clients.
Real-time Analytics
5 mentionsFor Professional, Scientific, and Technical Services, the ability to perform real-time analytics is paramount for deliv…
For Professional, Scientific, and Technical Services, the ability to perform real-time analytics is paramount for delivering responsive client solutions and processing complex research data without delay. SingleStore is highly valued in this sector for its capability to handle high-volume, dynamic data streams, enabling concurrent, high-performance reporting crucial for client dashboards and specialized applications. This capability allows firms to simplify analytical queries and maintain a competitive edge by providing immediate data insights, as noted by 5 of 7 reviewers.
“We use SingleStore for a super fast client experience, running real time analytics on billions of events arriving every day from various publishers channels.”
“We use a single store for an analytics use case in our organization.”
“SingleStore is being used for concurrent high performance reporting powering Tableau BOBJ PowerBI and conventional .net and java pages.”
SingleStore is designed to reduce database sprawl by replacing multiple databases or taking over the data workload from other systems. How effective has SingleStore been at collecting your data into a single platform? How has this impacted your ability to manage your data?
5 answeredProfessional, Scientific, and Technical Services firms evaluating SingleStore find significant value in its ability to consolidate diverse data sources into a single platform. This capability is particularly crucial for an industry that frequently manages complex datasets from client projects, R&D, and analytical workflows, where data sprawl can lead to inefficiencies and inconsistencies. Reviewers, representing 3 of 7 firms in this sector, highlight that SingleStore effectively functions as a unified data hub, reducing the need for multiple specialized databases. This consolidation streamlines data management, allowing these firms to establish a single source of truth for critical information. The seamless integration with data streaming technologies like Kafka further enhances data collection efficiency, which is vital for real-time analytical services and project delivery common within the professional services landscape. This centralized approach enables better data governance and simplifies the architectural complexity often encountered when supporting varied client requirements and internal research initiatives.
Consolidation into a single platform
3 mentionsFor Professional, Scientific, and Technical Services firms, consolidating diverse data sources from client projects and…
For Professional, Scientific, and Technical Services firms, consolidating diverse data sources from client projects and research is crucial for efficiency and data integrity. SingleStore's capability to unify these workloads into a single platform is highly valued by 3 of 7 reviewers, reducing operational complexity and establishing a single source of truth. This centralization, coupled with seamless data collection from sources like Kafka, directly supports the real-time analytical and technical service delivery required in this industry.
“Great. We only use Singlestore for everything we do.”
“It was quite effective, infact we use native kafka to SingleStore connector and it is seamless in collecting data in split seconds.”
“this has enabled us to shift more data and workloads into SingleStore and consider it as the single source of truth.”
Please provide some detailed examples of areas where SingleStore has room for improvement.
2 answeredFor Professional, Scientific, and Technical Services firms, the robustness and breadth of data integration capabilities within SingleStore represent a key area for potential enhancement. Two of seven reviewers from this sector specifically highlighted opportunities to improve data pipelines and integration, indicating that while core functionality may exist, there are specific needs unique to managing diverse client data and complex analytical workflows. These firms often handle a myriad of data sources and require seamless, monitored pipelines to ensure data integrity and efficient project execution for specialized services. The feedback suggests that expanding compatibility with emerging data lake table formats, such as Iceberg, and bolstering pipeline monitoring tools would directly address critical operational requirements for technical service providers. Such improvements would enable more efficient data ingestion and better oversight for the high-stakes analytical projects common in this industry, ultimately impacting project delivery timelines and client satisfaction.
Pipelines and Data Integration
2 mentionsFor Professional, Scientific, and Technical Services firms, robust data pipelines and seamless integration are crucial…
For Professional, Scientific, and Technical Services firms, robust data pipelines and seamless integration are crucial for managing diverse client data and specialized analytical projects. Feedback from two of seven reviewers indicates a desire for SingleStore to expand its integration ecosystem, specifically calling for support for formats like Iceberg tables. Enhanced pipeline monitoring capabilities are also sought, which are vital for maintaining data integrity and operational efficiency in complex, project-based data workflows.
“Add Iceberg tables / files Pipeline”
“Pipeline Monitoring”
Please provide some detailed examples of things that SingleStore does particularly well.
7 answeredProfessional, Scientific, and Technical Services firms find SingleStore particularly adept at handling the demanding data processing requirements inherent in their projects, with a strong emphasis on speed and integration. Reviewers consistently highlight the platform's ability to deliver fast query performance, crucial for real-time analytics and complex data analysis, with 4 of 7 reviewers specifically commending its rapid response times. The product also excels in data ingestion and pipeline management, offering robust integrations with critical data sources like Kafka and S3, which is vital for managing the diverse and often high-volume data streams common in scientific and technical work. Furthermore, SingleStore demonstrates strong scalability, an essential feature for projects with evolving data needs, and provides attentive customer support, ensuring that technical teams can leverage the platform effectively.
Fast Query Performance
4 mentionsFor Professional, Scientific, and Technical Services, rapid query performance is paramount for analyzing large datasets…
For Professional, Scientific, and Technical Services, rapid query performance is paramount for analyzing large datasets, powering real-time dashboards, and executing complex analytical tasks without performance degradation. Reviewers note that SingleStore delivers millisecond response times even on highly joined tables, addressing a common pain point in warehouse database systems. This capability is critical for firms needing to quickly derive insights from experimental data, simulations, or client-specific analytics.
“Milliseconds response of 80 tables Joined queries”
“Analytics Queries.”
“Warehouse queries powering dashboards which suffers due to concurrency in Warehouse Database Systems”
Data Ingestion / Pipelines
4 mentionsEfficient data ingestion and pipeline management are key for Professional, Scientific, and Technical Services firms tha…
Efficient data ingestion and pipeline management are key for Professional, Scientific, and Technical Services firms that often work with diverse data sources and streaming data. SingleStore's built-in integrations with platforms like Kafka and S3 are highly valued, streamlining the process of getting data into the system. This efficiency allows teams to build robust data pipelines for persisting streaming data, which is essential for projects requiring continuous data capture and analysis.
“Persisting streaming data”
“S3 integration”
“Efficiency - Built-in Kafka / S3 / MySQL integrations well adjusted to leverage SingleStore architecture and hardware”
Scalability
3 mentionsThe dynamic nature of projects in Professional, Scientific, and Technical Services often necessitates a database soluti…
The dynamic nature of projects in Professional, Scientific, and Technical Services often necessitates a database solution that can scale seamlessly without interruption. SingleStore's ability to grow with no downtime and its distributed database architecture are significant advantages. This ensures that firms can adapt to increasing data volumes and computational demands without impacting ongoing operations or critical analyses.
“Scaling Compute”
“Sharding/Distributed Database.”
“Scalability - Ability to grow with no downtimes”
Customer Support and Resources
2 mentionsAccess to knowledgeable support and educational resources is highly beneficial for technical teams implementing complex…
Access to knowledgeable support and educational resources is highly beneficial for technical teams implementing complex database solutions. Reviewers appreciate SingleStore's client success team for being attentive to business needs and providing deep-level support, including patches and fixes. The company's commitment to informing clients through webinars and articles on new technology also helps firms stay current and make informed platform choices.
“Informing their clients about products Webinars and articles that address new technology Allowing the need for clients to choose what platforms works for them”
“Client success - Attentive to business needs, deep level support, patches and fixes”