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We also avoid hiring a dedicated data engineer for pipeline maintenance, which has saved us a significant salary.
I have observed a return on investment with 30 to 70 percent of costs saved.
The main benefit was reducing engineering time spent maintaining custom ingestion pipelines and lowering operational overhead around data syncs, which indirectly contributes to efficiency.
Airbyte Cloud's customer support is professional and quite responsive.
Every time I open a case, I get an immediate response.
BMC AMI DevX's technical support responds very well and takes all cases seriously.
I think the hybrid CI/CD integration with existing enterprise DevOps tools in BMC AMI DevX is very good.
We can run multiple syncs in parallel at the same time.
Airbyte Cloud is highly scalable, and we can scale it up whenever required on demand.
Airbyte Cloud scales well as our data needs grow to a scale of ten.
From my perspective, I haven't seen BMC AMI DevX struggle in terms of workloads where it needs to be scaled up or scaled down.
BMC AMI DevX Code Pipeline runs on one LPAR, and no matter where someone is in the world, they have to use it on that LPAR.
BMC AMI DevX is absolutely scalable.
The incremental sync feature is particularly very accurate as it only moves new or changed records, which keeps our warehouse clean and our data cost-controlled.
Airbyte Cloud has handled our workloads well for scheduled syncs between Postgres and a few SaaS sources and Snowflake.
I would rate BMC AMI DevX as a stable solution that I have been using for years and find working fine.
BMC AMI DevX is very stable for a modern application processing huge workloads.
A more user-friendly error explanation would be beneficial.
Comprehensive video tutorials, demonstrations, or proper documentation would be beneficial.
Error debugging depth in the UI, more granular visibility into why a sync failed, and better handling or guidance around schema changes when they happen frequently in source systems.
I have to put my cursor on the field and tap it to bring focus there, or use the tab key multiple times to get to a field on the screen.
To improve BMC AMI DevX, consideration should be given to cloud-style provisioning and development models, as well as integration of more AI capabilities.
The startup of BMC AMI DevX takes a long time to start up before it loads. It takes a good solid two to three minutes before it's ready so that you can work on it.
Its price is 30 to 70 percent lower compared to competitor tools in the market.
I think the overall cost was relatively low, so I don't think we had any issues with billing or costs.
Definitely the pre-built connectors have been the most valuable feature for my team, and it has made my workflow easier.
The best features I found most useful were the large number of pre-built connectors, the managed scheduling for syncs, and the ability to monitor sync status and failures through the UI without needing to maintain infrastructure.
The best feature that I have liked about it is the scheduling and automation features that help reduce manual effort significantly in moving data between systems.
The CI/CD offering allows integration of quality checks and unit test processes into the pipeline, which improves compliance and enhances productivity, enabling developers to focus on development while the pipeline automates integration.
BMC AMI DevX's tools have affected my developers' productivity and efficiency by helping with the speed.
With ISPW, developers can back out the entire release or entire package.


| Company Size | Count |
|---|---|
| Small Business | 10 |
| Large Enterprise | 5 |
| Company Size | Count |
|---|---|
| Small Business | 6 |
| Midsize Enterprise | 1 |
| Large Enterprise | 18 |
Airbyte Cloud is a modern data integration platform that facilitates seamless data movement across applications and warehouses with user-friendly features and robust connectors.
Airbyte Cloud offers an adaptable approach to data integration, designed to handle large-scale data synchronization efficiently. It supports various environments, providing reliable and fast data transfer. Users benefit from its open-source foundation, offering flexibility and innovation. Its architecture allows developers to create custom connectors, making it highly customizable to meet specific data movement needs.
What are the crucial features of Airbyte Cloud?Airbyte Cloud is utilized in sectors such as e-commerce, where quick access to real-time data is essential for inventory management, and in financial services, enabling seamless transactions and accurate data analytics. Its flexibility supports environments demanding high agility, driving transformation with minimal disruptions.
BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce.
Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach.
A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%.
Key capabilities:
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