E
Eve Turzillo
Guest
In hybrid environments, agent-based file transfer can modernize workflows with centralized orchestration.
Organizations need to modernize faster than ever. Cloud applications are transforming analytics, customer experiences and core business systems, but legacy infrastructure isn’t disappearing overnight. The reality for most businesses is a hybrid environment where cloud platforms, on-premises systems and external partners must all work together.
This reality was the focus of a recent Progress webinar on agent-based file transfer and how Progress Automate MFT is designed to support distributed file workflows. Rather than requiring a large-scale transformation, the discussion centered on a practical approach to modernization: centralized orchestration with execution that happens where it makes the most sense.
But first, before we continue let’s align on the number one question, “What Is Agent-Based File Transfer?”
Agent-based file transfer uses lightweight agents deployed close to data and systems while maintaining centralized orchestration and visibility through a cloud management layer.
Now let’s dive into the top eight takeaways from the webinar. Prefer to see the discussion firsthand? You can also watch the full webinar recording.
According to the webinar presenters Rachel Gray and Tony Perri, the challenge isn’t file movement itself, it’s that data is fundamentally distributed.
Organizations today manage files across cloud platforms, legacy on-premises systems, operational technology environments and external business partners. As modernization efforts continue, those environments often become more connected, not less. This creates operational challenges across industries.
In financial services, file workflows frequently span core banking systems, fraud platforms, clearing-house partners and regulatory reporting systems. In manufacturing and energy, organizations need to move files between plants, field sites and centralized systems while respecting strict network boundaries. Healthcare organizations often balance modern patient-facing applications with long-standing operational systems. In each case, file workflows become the connective tissue between systems.
The business impact can be significant when those workflows fail. Missed service-level agreements, delayed processes, compliance risks and operational disruptions often trace back to the same underlying issue: distributed environments that were not designed to work together seamlessly.
The webinar spent considerable time examining why traditional file transfer approaches can struggle in modern environments.
One common pattern is centralized execution, where all file transfers pass through a centralized hub regardless of where data originates or where it needs to go.
While this model can provide centralized control, it also introduces challenges. Files may need to cross network boundaries unnecessarily, performance bottlenecks can emerge and organizations may find themselves moving data through locations that don’t align with operational requirements.
Another familiar challenge is script sprawl. Over time, organizations often supplement centralized systems with scripts that grow increasingly complex. These scripts can become difficult to maintain, depend on specialized knowledge and create operational risk when key personnel leave or systems change. As Rachel explained during the webinar, these approaches share a common assumption: that execution must be centralized. In a distributed environment, that assumption can introduce more complexity rather than reduce it.
Agent-based architecture approaches the problem differently. Instead of forcing data to move through a centralized execution layer, execution moves closer to where data already resides.
The model combines centralized control with local execution. Organizations maintain visibility, governance and orchestration through a centralized management plane while agents execute workflows closer to the systems and data involved. This allows workflows to operate within existing security and network boundaries while still providing centralized oversight.
For business teams, the benefits include improved reliability, greater scalability and reduced operational risk. For IT teams, it can mean fewer network workarounds, less architectural complexity and more flexibility when connecting new systems or partners.
During the webinar, Tony did a walkthrough and described Automate MFT agents as lightweight execution components that run where work needs to happen. Unlike larger monolithic platforms, these agents are designed to be simple to deploy and manage. They run on Windows or Linux environments and receive their instructions from the Automate MFT management console. The agents themselves do not require separate user interfaces or extensive administration.
Security is also built into the model. Agents communicate securely with only the control plane (aka management console) and execute only the tasks assigned to them, helping organizations maintain confidence in how workflows are managed across environments.
Progress-hosted agents are managed entirely by Progress. These lightweight containers are created when needed, execute a task and are then removed automatically. Because they are fully managed, they require no infrastructure or maintenance from customers. They are particularly well suited for workflows that interact exclusively with publicly accessible endpoints.
Self-hosted agents, by contrast, are deployed within a customer’s own environment. Running on customer-managed Windows or Linux infrastructure, they can access both public and private endpoints, including systems that reside behind firewalls. According to Tony, self-hosted agents are especially useful when organizations need to connect to internal systems, support isolated environments or keep file movement within specific network boundaries.
Importantly, organizations are not required to choose one model exclusively. Automate MFT allows customers to use both approaches and adjust as requirements evolve.
A recurring theme throughout the webinar was flexibility. Organizations deploy agents where they are needed, but management remains centralized.
Workflows, schedules, credentials and policies are created within the management console. Agents then execute tasks locally, whether on-premises or in the cloud. As workflows run, activity data, logs and audit information are returned to the centralized management layer. This provides a consistent view of operations regardless of where execution takes place.
The presenters emphasized that this approach allows organizations to scale as requirements change. New agents can be deployed when additional capacity, resiliency or geographic coverage is needed, without requiring major architectural redesigns.
The webinar repeatedly returned to the idea that modernization rarely happens all at once. Most organizations are not replacing every legacy system overnight. Instead, they are introducing new cloud platforms while continuing to rely on critical existing infrastructure. Agent-based execution supports this reality.
Healthcare organizations can connect modern applications with existing operational systems. Financial institutions can support cloud-based services alongside core banking platforms. Manufacturers can extend visibility and analytics capabilities while maintaining strict operational boundaries at plants and field locations.
Rather than forcing organizations into a single architecture, agent-based file transfer enables workflows to evolve alongside modernization initiatives.
The webinar concluded with a product look at Automate MFT. Tony highlighted features including role-based access control, single sign-on, agent pooling, SharePoint connectivity and showcased expanded workflow capabilities. Rachel added to the discussion details about incremental releases and upcoming product enhancements in areas such as reporting, observability, log retention, certificate management and that additional endpoint connectors are forthcoming. Because Automate MFT is delivered as a cloud-native SaaS platform, these enhancements can be delivered continuously without the lengthy upgrade cycles often associated with traditional software deployments.
She emphasized that Automate MFT is built differently, its goal is to help organizations modernize file transfer operations at the pace their businesses require while reducing operational complexity along the way.
As organizations continue to balance cloud adoption with existing infrastructure investments, file transfer remains a critical component of day-to-day operations. The webinar demonstrated how agent-based architecture can help bridge those environments through centralized orchestration, distributed execution and flexible deployment options.
To learn more about Progress Automate MFT and see agent-based file transfer in action, watch the full webinar recording or request a personalized demonstration from the Progress team.
Continue reading...
Organizations need to modernize faster than ever. Cloud applications are transforming analytics, customer experiences and core business systems, but legacy infrastructure isn’t disappearing overnight. The reality for most businesses is a hybrid environment where cloud platforms, on-premises systems and external partners must all work together.
This reality was the focus of a recent Progress webinar on agent-based file transfer and how Progress Automate MFT is designed to support distributed file workflows. Rather than requiring a large-scale transformation, the discussion centered on a practical approach to modernization: centralized orchestration with execution that happens where it makes the most sense.
But first, before we continue let’s align on the number one question, “What Is Agent-Based File Transfer?”
Agent-based file transfer uses lightweight agents deployed close to data and systems while maintaining centralized orchestration and visibility through a cloud management layer.
Now let’s dive into the top eight takeaways from the webinar. Prefer to see the discussion firsthand? You can also watch the full webinar recording.
Takeaway #1: Why File Transfer Remains a Persistent Challenge
According to the webinar presenters Rachel Gray and Tony Perri, the challenge isn’t file movement itself, it’s that data is fundamentally distributed.
Organizations today manage files across cloud platforms, legacy on-premises systems, operational technology environments and external business partners. As modernization efforts continue, those environments often become more connected, not less. This creates operational challenges across industries.
In financial services, file workflows frequently span core banking systems, fraud platforms, clearing-house partners and regulatory reporting systems. In manufacturing and energy, organizations need to move files between plants, field sites and centralized systems while respecting strict network boundaries. Healthcare organizations often balance modern patient-facing applications with long-standing operational systems. In each case, file workflows become the connective tissue between systems.
The business impact can be significant when those workflows fail. Missed service-level agreements, delayed processes, compliance risks and operational disruptions often trace back to the same underlying issue: distributed environments that were not designed to work together seamlessly.
Takeaway #2: The Limits of Traditional File Transfer Architectures
The webinar spent considerable time examining why traditional file transfer approaches can struggle in modern environments.
One common pattern is centralized execution, where all file transfers pass through a centralized hub regardless of where data originates or where it needs to go.
While this model can provide centralized control, it also introduces challenges. Files may need to cross network boundaries unnecessarily, performance bottlenecks can emerge and organizations may find themselves moving data through locations that don’t align with operational requirements.
Another familiar challenge is script sprawl. Over time, organizations often supplement centralized systems with scripts that grow increasingly complex. These scripts can become difficult to maintain, depend on specialized knowledge and create operational risk when key personnel leave or systems change. As Rachel explained during the webinar, these approaches share a common assumption: that execution must be centralized. In a distributed environment, that assumption can introduce more complexity rather than reduce it.
Takeaway #3: What Agent-Based File Transfer Means
Agent-based architecture approaches the problem differently. Instead of forcing data to move through a centralized execution layer, execution moves closer to where data already resides.
The model combines centralized control with local execution. Organizations maintain visibility, governance and orchestration through a centralized management plane while agents execute workflows closer to the systems and data involved. This allows workflows to operate within existing security and network boundaries while still providing centralized oversight.
For business teams, the benefits include improved reliability, greater scalability and reduced operational risk. For IT teams, it can mean fewer network workarounds, less architectural complexity and more flexibility when connecting new systems or partners.
Takeaway #4: Understanding Automate MFT Agents
During the webinar, Tony did a walkthrough and described Automate MFT agents as lightweight execution components that run where work needs to happen. Unlike larger monolithic platforms, these agents are designed to be simple to deploy and manage. They run on Windows or Linux environments and receive their instructions from the Automate MFT management console. The agents themselves do not require separate user interfaces or extensive administration.
Security is also built into the model. Agents communicate securely with only the control plane (aka management console) and execute only the tasks assigned to them, helping organizations maintain confidence in how workflows are managed across environments.
Takeaway #5: Progress-Hosted and Self-Hosted Agents
Progress-hosted agents are managed entirely by Progress. These lightweight containers are created when needed, execute a task and are then removed automatically. Because they are fully managed, they require no infrastructure or maintenance from customers. They are particularly well suited for workflows that interact exclusively with publicly accessible endpoints.
Self-hosted agents, by contrast, are deployed within a customer’s own environment. Running on customer-managed Windows or Linux infrastructure, they can access both public and private endpoints, including systems that reside behind firewalls. According to Tony, self-hosted agents are especially useful when organizations need to connect to internal systems, support isolated environments or keep file movement within specific network boundaries.
Importantly, organizations are not required to choose one model exclusively. Automate MFT allows customers to use both approaches and adjust as requirements evolve.
Takeaway #6: Centralized Management, Distributed Execution
A recurring theme throughout the webinar was flexibility. Organizations deploy agents where they are needed, but management remains centralized.
Workflows, schedules, credentials and policies are created within the management console. Agents then execute tasks locally, whether on-premises or in the cloud. As workflows run, activity data, logs and audit information are returned to the centralized management layer. This provides a consistent view of operations regardless of where execution takes place.
The presenters emphasized that this approach allows organizations to scale as requirements change. New agents can be deployed when additional capacity, resiliency or geographic coverage is needed, without requiring major architectural redesigns.
Takeaway #7: Supporting Real-World Modernization
The webinar repeatedly returned to the idea that modernization rarely happens all at once. Most organizations are not replacing every legacy system overnight. Instead, they are introducing new cloud platforms while continuing to rely on critical existing infrastructure. Agent-based execution supports this reality.
Healthcare organizations can connect modern applications with existing operational systems. Financial institutions can support cloud-based services alongside core banking platforms. Manufacturers can extend visibility and analytics capabilities while maintaining strict operational boundaries at plants and field locations.
Rather than forcing organizations into a single architecture, agent-based file transfer enables workflows to evolve alongside modernization initiatives.
Takeaway #8: Looking Ahead
The webinar concluded with a product look at Automate MFT. Tony highlighted features including role-based access control, single sign-on, agent pooling, SharePoint connectivity and showcased expanded workflow capabilities. Rachel added to the discussion details about incremental releases and upcoming product enhancements in areas such as reporting, observability, log retention, certificate management and that additional endpoint connectors are forthcoming. Because Automate MFT is delivered as a cloud-native SaaS platform, these enhancements can be delivered continuously without the lengthy upgrade cycles often associated with traditional software deployments.
She emphasized that Automate MFT is built differently, its goal is to help organizations modernize file transfer operations at the pace their businesses require while reducing operational complexity along the way.
Watch the Full Webinar
As organizations continue to balance cloud adoption with existing infrastructure investments, file transfer remains a critical component of day-to-day operations. The webinar demonstrated how agent-based architecture can help bridge those environments through centralized orchestration, distributed execution and flexible deployment options.
To learn more about Progress Automate MFT and see agent-based file transfer in action, watch the full webinar recording or request a personalized demonstration from the Progress team.
Continue reading...