FAQ

VisoFlow won’t stop your workflows. Even during an outage, your core systems continue to operate independently because we act as a managed execution layer rather than a central point of failure. With built-in monitoring, automatic recovery mechanisms, and contractual SLAs in place, your process flows remain resilient and your business stays online.

Yes. Data processing logic in VisoFlow is clear and never hidden, meaning your internal team can understand exactly what’s happening. This transparency allows you to diagnose problems and maintain visibility over your process flows without being fully dependent on the vendor for every minor fix.

No. VisoFlow is a platform, not a custom development team. This distinction ensures the stability, scalability, and predictability of your process flows by providing a standardized managed execution layer rather than building bespoke, one-off workarounds that are difficult to maintain.

No. You won’t become a hostage to VisoFlow. Because we use open standards for all process flows, you can take your data and logic and move to another solution without rewriting everything from scratch. Our goal is to provide a managed execution layer that earns your business through reliability, not by trapping your intellectual property.

You keep your data and all your processing rules. Because VisoFlow operates as a managed execution layer using open standards, clear transition paths are available that allow you to move your process flows to another environment without losing the work you’ve already done. Our platform is built to earn your partnership through performance, not by holding your intellectual property hostage.

You can, but those methods are often “fragile” and can require constant manual intervention. While Excel and scripts are useful for simple tasks, VisoFlow provides a reliable, fault-tolerant structure designed to run your process flows at scale without the need for constant “babysitting”. By automating execution, logging, and retries by default, VisoFlow ensures your data remains reliable and your team avoids the high operational costs of manual firefighting.

VisoFlow automatically scales and optimizes resource usage, reducing the risk of unexpected infrastructure costs. By running your process flows on serverless infrastructure, the platform ensures you only use the power needed for specific executions rather than paying for idle servers. This transition from manual scripts and “babysitting” to a managed execution layer eliminates the rising operational overhead and manual intervention costs typically associated with fragile, unmanaged data systems.

You can. If you already have the servers, the necessary software, and a trained team, you can build a custom system. However, building internally requires significant time and a long-term commitment to maintaining a custom platform team.

VisoFlow is for those who want faster results and lower operational risks without the “babysitting” of an internal platform. By using our managed execution layer, your team can focus on their own business logic while we handle the stability and scalability of the process flows.

Yes. The platform is designed to handle an increasing number of process flows, teams, and reliability requirements without a sharp increase in management complexity. Because VisoFlow acts as a managed execution layer, it automatically scales resource usage to meet your growing data demands.

VisoFlow is a long-term solution for companies that have outgrown manual processes but don’t want to build and maintain an expensive internal platform. By acting as a managed execution layer, it provides the stable foundation needed to scale your process flows without the fragility of custom-coded scripts or Excel-based workarounds.

You don’t need to hire DevOps engineers, data architects, or AWS specialists. VisoFlow is designed for people who understand your business domain and know SQL. One person with business knowledge can manage what used to require an entire data engineering team. If your team can write SQL queries, they can run VisoFlow.

VisoFlow is not designed for teams seeking a general-purpose coding platform, a full data warehouse replacement, or a tool focused purely on data science and machine learning model development. If your primary need is advanced statistical modeling, deep learning, or highly custom algorithm development, a dedicated data science platform may be a better fit. VisoFlow excels at structured, repeatable, SQL-based business data processing, not experimental or research-oriented data exploration.

The VisoFlow team provides a Python library called the “VF SDK” specifically designed to work with your Lakehouse. This allows your team to handle complex data manipulations using standard Python while the platform manages the underlying execution and reliability. By abstracting the infrastructure, you can focus exclusively on your business logic and process flows without worrying about the complexities of data integration or environment management.

No. Access to the Lakehouse is read-only to ensure data integrity and auditability. Any data operations must be performed through established process flows, ensuring that every change is tracked and repeatable. To update information, you need to prepare a new data source and execute it as a new process flow. This standardized approach maintains the stability and predictability of your infrastructure, preventing the fragility that comes with undocumented manual overrides.