For years, getting a paper document into a system of record meant routing it through infrastructure. An MFP was configured to push scans to an on-prem network folder or a dedicated scan server, and for anyone working outside the building, reaching that server usually meant a VPN tunnel back to the corporate network. That model held up when work happened in one place. It strains the moment your workforce is spread across home offices, branch sites, and shared spaces.
As organizations move their document workflows onto cloud-native platforms, capture (the step that turns a physical page into a governed digital file) is often the last piece still tethered to legacy infrastructure. In this roundtable, members of the Mopria Alliance discuss how a standardized, cross-platform capture layer at the edge device can close that gap.
Separating capture from ingestion
The shift starts with a simple reframe: capture and ingestion are two different jobs, and they don’t have to live in the same place.
Mopria Scan initiates a scan directly from the Mopria certified scanner or multi-function printer (MFP) on the local network and receives a scanned document digitally, rather than capturing it with the mobile camera. From there, the file moves into the cloud-native application the user already works in, and that application handles the upload, the authentication, and the governance.
The architectural payoff is that there’s no scan server sitting in the middle of this particular path, and no VPN tunnel required to reach one, because the document doesn’t need to traverse corporate infrastructure to land in the cloud. For distributed teams, that’s less about replacing what already works and more about adding a modern, infrastructure-light path alongside it.
Mopria’s role: the bridge, not the connector
Mopria’s scanning experience is the bridge. It standardizes capture across more than 10,000 Mopria certified models from 24 printer companies, with no per-device drivers or brand-specific apps to install, and it works on Android, Windows, and Chromebook. It hands a clean, standardized file to the application you choose.
The cloud-native app is the connector. It owns the ingestion and the security boundary. Mopria doesn’t write to your cloud repository itself; it removes the friction of getting a high-quality, governed file to the app that does. That separation is what keeps capture brand-agnostic at the edge while ingestion stays inside your existing cloud auth and governance.
A worked example: Mopria Scan and Adobe Acrobat
This end-to-end flow shows how Mopria separates capture from cloud ingestion and workflow management.
A user places a document on a Mopria certified scanner and opens the Mopria Scan app. They select the device and scan settings, then initiate a scan, and Mopria Scan produces a standardized digital file on the user’s device. From there, the user taps “Share” and selects a cloud-native application such as Adobe Acrobat. The file is handed off directly to Acrobat, which uploads it into the Adobe Document Cloud. Once stored, the document is immediately accessible from any PC or mobile device signed into the user’s Adobe account.
In this model, there are:
- No dependency on a network folder
- No dedicated scan server
- No VPN or IT-managed scan routing infrastructure
Mopria handles only the device-agnostic capture and output generation. The cloud-native application – Adobe Acrobat, in this case – owns authentication, storage, access control, and downstream workflow processing.
Replace Acrobat with another cloud-enabled application, and the structure of the workflow stays the same: Mopria standardizes the capture at the edge, while the destination application governs ingestion and lifecycle management in the cloud.
See our full case study for more about using Mopria Scan with Adobe Acrobat for Android.
Mopria Alliance Member perspectives
“Cloud-native capture requires a different assumption at the edge: the device should standardize document acquisition, not manage cloud integration. Traditional scan environments often rely on scan servers, network folders, device-specific applications, and VPN connectivity to move content into enterprise workflows — creating operational friction for distributed teams. From Mopria’s perspective, the edge should provide standards-based, interoperable capture that works consistently across platforms and device ecosystems.
By decoupling capture from ingestion, organizations can deliver a driverless, cross-platform user experience while allowing authentication, governance, storage, and workflow orchestration to remain within existing cloud-native applications. This separation creates a simpler, more scalable path from paper to governed digital workflows.”
-Dilinur Wushour, President at Kyocera Document Solutions Development America, Inc.
“Modern Intelligent Document Processing (IDP) workflows are rapidly advancing toward highly accurate automation of physical document capture, classification, extraction, indexing, and routing to specific business workflows. With increasing volumes of paper documents entering the IDP pipeline, the current focus is on ingesting large amounts of distributed, unstructured data while maintaining low human touch and high accuracy.
Natural Language Processing and Computer Vision, two subfields of Artificial Intelligence, are heavily used to transform unstructured data into structured data. With the advent of cloud-native platforms, these technologies have come to lean heavily on hyperscaler-hosted AI/ML models. However, reliance on cloud for standardization presents a reality check: high compute costs and impracticality in low-latency environments separated from the enterprise network (e.g., a plant gate, a warehouse floor, a remote job site).
This makes the question of “what cloud-native capture actually requires at the edge device” critical. A standards-supported, platform-agnostic capture layer at the edge device can handle first-level cleanup and categorization as part of capture itself and hand off high-value AI-driven processing to the IDP pipeline. This changes the business economics in three ways: less cloud compute spent on work that can instead be handled at the edge; less exposure of raw content off-premise in regulated industries; and fewer pages falling into an expensive human-in-loop queue, since OCR, classification, extraction, and indexing accuracy are limited by the quality of the page they’re handed.
After a clean digitized document lands in a governed, cloud-native application, PDF as a container format can enable further specialized business use cases like security, accessibility, archival, and even print-readiness.”
– Siddharth Malhotra, Principal Product Manager, Adobe
“Standardization at the capture layer pays off downstream because it defines the quality, consistency, and portability of data entering the workflow ecosystem. In modern, cloud-native environments, capture is not just digitization; it is the point where information becomes structured, searchable, and actionable. If that entry point is fragmented across proprietary drivers, inconsistent formats, or device-specific behaviors, every downstream system must compensate with added integration, validation, and rework.
By contrast, open, cross-platform standards, such as those advanced by Mopria, ensure that documents are captured consistently across devices, operating systems, and brands, eliminating compatibility barriers and reducing IT complexity. This consistency improves data integrity, accelerates processing, and enables seamless routing into analytics, ECM, and business workflows without custom adaptation.
For enterprises modernizing hybrid and distributed work, standardized capture creates a single, reliable foundation. The result is faster time-to-value and lower operational overhead—turning capture from a bottleneck into a strategic enabler of digital transformation.”
-Eric McCann, Diagnostic Engineer at Xerox
The hybrid-work advantage: one device, any certified scanner
For people who move between a home office, a branch, and a shared workspace, the practical benefit is device flexibility. The same phone or tablet, running the same app, controls whatever Mopria certified scanner happens to be in front of them, no reconfiguring per location, no hunting down a different scanner app for each machine. The capture experience stays consistent even when the hardware doesn’t.
A natural fit for the 2027 modernization moment
As Microsoft moves away from distributing third-party print drivers in 2027, many organizations are already revisiting their print and scan stack. A standards-based capture layer that doesn’t depend on per-device software is a natural part of that modernization, one less thing tied to infrastructure that’s being simplified anyway.
The takeaway
In a cloud-native workflow, the edge device shouldn’t be the hard part. Mopria Scan serves as the cross-platform bridge that delivers a clean, standardized file from any certified scanner to the cloud-native applications your organization already trusts, making capture a step that finally fits the rest of your modern stack.
Explore the Mopria ecosystem to see how standards-based capture fits your cloud-native stack, or find a Mopria certified scanner to build the bridge today.
Print. Scan. Go.
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