workflow

"Scaling Up Digital Preservation Workflows With Homegrown Tools and Automation"

At NC State University Libraries, the Special Collections Research Center leverages an integrated system of locally developed applications and open-source technologies to facilitate the long-term preservation of digitized and born-digital archival assets. These applications automate many previously manual tasks, such as creating access derivatives from preservation scans and ingest into preservation storage. They have allowed … Continue reading ""Scaling Up Digital Preservation Workflows With Homegrown Tools and Automation""



  • Data Curation
  • Open Data
  • and Research Data Management
  • Digital Curation & Digital Preservation
  • Software Curation and Preservation

workflow

Informing with Workflow Technologies




workflow

Workflows without Engines: Modeling for Today’s Heterogeneous Information Systems  




workflow

Plagiarism Management: Challenges, Procedure, and Workflow Automation

Aim/Purpose: This paper presents some of the issues that academia faces in both the detection of plagiarism and the aftermath. The focus is on the latter, how academics and educational institutions around the world can address the challenges that follow the identification of an incident. The scope is to identify the need for and describe specific strategies to efficiently manage plagiarism incidents. Background: Plagiarism is possibly one of the major academic misconduct offences. Yet, only a portion of Higher Education Institutes (HEIs) appear to have well developed policies and procedures aimed at dealing with this issue or to follow these when required. Students who plagiarize and are not caught pose challenges for academia. Students who are caught pose equal challenges. Methodology: Following a literature review that identifies and describes the extent and the seriousness of the problem, procedures and strategies to address the issue are recommended, based on the literature and best practices. Contribution: The paper alerts academics regarding the need for the establishment of rigorous and standardized procedures to address the challenges that follow the identification of a plagiarism incident. It then describes how to streamline the process to improve consistency and reduce the errors and the effort required by academic staff. Recommendations for Practitioners: To ensure that what is expected to happen takes place, HEIs should structure the process of managing suspected plagiarism cases. Operationalization, workflow automation, diagrams that map the processes involved, clear in-formation and examples to support and help academics make informed and consistent decisions, templates to communicate with the offenders, and data-bases to record incidents for future reference are strongly recommended. Future research: This paper provides a good basis for further research that will examine the plagiarism policy, the procedures, and the outcome of employing the procedures within the faculties of a single HEI, or an empirical comparison of these across a group of HEIs. Impact on Society: Considering its potential consequences, educational institutions should strive to prevent, detect, and deter plagiarism – and any type of student misconduct. Inaction can be harmful, as it is likely that some students will not gain the appropriate knowledge that their chosen profession requires, which could put in danger both their wellbeing and the people they will later serve in their careers.




workflow

3rd EU BON stakeholder roundtable: Workflow from data mobilisation to practice

The 3rd EU BON stakeholder roundtable took place from 10 to 11 December 2015 in Granada, Spain. The meeting brought together participants from global, European and regional projects, institutions, governmental organizations and universities to discuss biodiversity data workflows across different scales. Other important issues to discuss were current limitations of workflows but also tools and products from EU BON and other projects that may help to improve data collection, analysis and use in policy and practice.


Images from the workshop showing participants and group discussions; Credit: Dirk Schmeller/Florian Wetzel

The roundtable focused on EU BON test sites, workflows of data/information and the further usage for policy reporting and political processes. These issues were discussed with partners from EU BON and related biodiversity projects (LTER, GEO BON, Life Watch, Ecoscope) and stakeholders of biodiversity data (regional biodiversity networks: the environmental information network of Andalusia (Rediam), the Center for Monitoring and Assessment of Global Change (CAESCG), the Life project ADAPTAMED as well as local scientists).

On the first day, the different approaches from global (GEO BON) and European projects (EU BON, LTER, Life Watch, Ecoscope) were presented with a special emphasis on data collection, integration and analysis tools from EU BON. Furthermore, regional stakeholders pointed out their demands with regards to data mobilizations issues.

During the second day, discussions focused on the workflow of biodiversity data and the current barriers was discussed and current barriers and possible solutions to overcome the problems. Currently particularly socio-economic data is lacking as well as funding schemes to support interdisciplinary work as well as lacking capacities to address these questions.

In the World Café session, smaller groups discussed details of the workflow, particularly on (1) data mobilization, (2) data and tools, (3) implementation, and (4) upscaling.

As outcomes of the discussions at the round table, several recommendations were drafted, for example, to prioritise developed EU BON tools for further usage in the project and through the portal, to better address the user groups on different levels and provide a detailed and specific description for the tools. There are several biodiversity data workflows existing at the test sites, that could be improved by additional / existing tools, guidelines and standards from projects such as EU BON and by an enhanced communication between local sites, regional networks (as "middle-ware") and European networks.

Overall, it was agreed that a showcase for the workflow of biodiversity data from collection up to visualization (e.g. maps and using user such as the Andalusian Rediam network or/and IPBES as an example) is needed to showcase better the benefits of a European biodiversity network and enhance current functionalities by analyzing barriers and limitations in such an example of an "EU BON storyline".

Presentations:

Presentations Day 1

Presentations Day 2


Picture: Main European networks, projects and regional participants; Credits: Dirk Schmeller/EU projects logos





workflow

Building Biodiversity Workflows with Taverna (Manchester, UK)

The course is a two-day hands-on training event. The course will accommodate 10-15 researchers. The program consists of introductory lectures, practical computer work, and discussions. Researchers will be contacted upon admission in order to consider their own research objectives for the course. more ...





workflow

3rd EU BON Stakeholder Round Table "Biodiversity data workflow - from data mobilisation to practice"

The 3rd EU BON Stakeholder Round Table "Biodiversity data workflow - from data mobilisation to practice" will take place on 10&11 December 2015 Granada, Spain.

One main objective of the round table is to understand how the workflow from data mobilisation to decision making functions in practice, including within the context of EU BON.

Firstly, we want to evaluate what kind of (biodiversity) data are available and what workflows and best practices already exist. Secondly, we want to assess which gaps still exist and what will be needed to improve the current situation to overcome existing barriers.

Please register here: http://societas.biodiv.naturkundemuseum-berlin.de/?q=node/64

 





workflow

3rd EU BON Stakeholder Roundtable (Granada, Spain): Biodiversity data workflow from data mobilization to practice. EU BON Workshop Report




workflow

Festool Ups the Ante on Job Site and Workshop Workflow

Following the launch of its first-of-its-kind ExoActive Exoskeleton, Festool announced on Aug. 20 its lineup of fall products that blend power, efficiency and organization. The launch includes a new cordless rotary hammer drill, the KHC 18, new energy sets and Systainers, jigsaw and oscillator saw blade sets, and limited-edition DOMINO kits.




workflow

RGB Spectrum Releases Ergonomics & Workflow for ECC eBook

The eBook provides insights into the challenges faced by traditional ECC consoles and how RGB Spectrum's solutions can improve the way operators interact with their workstations.




workflow

Multi-species cryoEM calibration and workflow verification standard

Cryogenic electron microscopy (cryoEM) is a rapidly growing structural biology modality that has been successful in revealing molecular details of biological systems. However, unlike established biophysical and analytical techniques with calibration standards, cryoEM has lacked comprehensive biological test samples. Here, a cryoEM calibration sample consisting of a mixture of compatible macromolecules is introduced that can not only be used for resolution optimization, but also provides multiple reference points for evaluating instrument performance, data quality and image-processing workflows in a single experiment. This combined test specimen provides researchers with a reference point for validating their cryoEM pipeline, benchmarking their methodologies and testing new algorithms.




workflow

StreamSAXS: a Python-based workflow platform for processing streaming SAXS/WAXS data

StreamSAXS is a Python-based small- and wide-angle X-ray scattering (SAXS/WAXS) data analysis workflow platform with graphical user interface (GUI). It aims to provide an interactive and user-friendly tool for analysis of both batch data files and real-time data streams. Users can easily create customizable workflows through the GUI to meet their specific needs. One characteristic of StreamSAXS is its plug-in framework, which enables developers to extend the built-in workflow tasks. Another feature is the support for both already acquired and real-time data sources, allowing StreamSAXS to function as an offline analysis platform or be integrated into large-scale acquisition systems for end-to-end data management. This paper presents the core design of StreamSAXS and provides user cases demonstrating its utilization for SAXS/WAXS data analysis in offline and online scenarios.




workflow

Applying 3D ED/MicroED workflows toward the next frontiers

We report on the latest advancements in Microcrystal Electron Diffraction (3D ED/MicroED), as discussed during a symposium at the National Center for CryoEM Access and Training housed at the New York Structural Biology Center. This snapshot describes cutting-edge developments in various facets of the field and identifies potential avenues for continued progress. Key sections discuss instrumentation access, research applications for small mol­ecules and biomacromolecules, data collection hardware and software, data reduction software, and finally reporting and validation. 3D ED/MicroED is still early in its wide adoption by the structural science community with ample opportunities for expansion, growth, and innovation.




workflow

Tomo Live: an on-the-fly reconstruction pipeline to judge data quality for cryo-electron tomography workflows

Data acquisition and processing for cryo-electron tomography can be a significant bottleneck for users. To simplify and streamline the cryo-ET workflow, Tomo Live, an on-the-fly solution that automates the alignment and reconstruction of tilt-series data, enabling real-time data-quality assessment, has been developed. Through the integration of Tomo Live into the data-acquisition workflow for cryo-ET, motion correction is performed directly after each of the acquired tilt angles. Immediately after the tilt-series acquisition has completed, an unattended tilt-series alignment and reconstruction into a 3D volume is performed. The results are displayed in real time in a dedicated remote web platform that runs on the microscope hardware. Through this web platform, users can review the acquired data (aligned stack and 3D volume) and several quality metrics that are obtained during the alignment and reconstruction process. These quality metrics can be used for fast feedback for subsequent acquisitions to save time. Parameters such as Alignment Accuracy, Deleted Tilts and Tilt Axis Correction Angle are visualized as graphs and can be used as filters to export only the best tomograms (raw data, reconstruction and intermediate data) for further processing. Here, the Tomo Live algorithms and workflow are described and representative results on several biological samples are presented. The Tomo Live workflow is accessible to both expert and non-expert users, making it a valuable tool for the continued advancement of structural biology, cell biology and histology.




workflow

A workflow for single-particle structure determination via iterative phasing of rotational invariants in fluctuation X-ray scattering

Fluctuation X-ray scattering (FXS) offers a complementary approach for nano- and bioparticle imaging with an X-ray free-electron laser (XFEL), by extracting structural information from correlations in scattered XFEL pulses. Here a workflow is presented for single-particle structure determination using FXS. The workflow includes procedures for extracting the rotational invariants from FXS patterns, performing structure reconstructions via iterative phasing of the invariants, and aligning and averaging multiple reconstructions. The reconstruction pipeline is implemented in the open-source software xFrame and its functionality is demonstrated on several simulated structures.




workflow

Automated Research Workflows Are Speeding Pace of Scientific Discovery - New Report Offers Recommendations to Advance Their Development

Automated research workflows — which integrate computation, laboratory automation, and tools from artificial intelligence — have the potential to increase the speed of research activities and accelerate scientific discovery. A new report recommends ways to advance their development.




workflow

BZBGEAR® Advances Software-Driven IP Workflows with NDI®

Fusing technological solutions, BZBGEAR and NDI transcend the boundaries of live streaming and broadcasting.




workflow

Mosaic Partners with Sage to Provide Advanced Workflow Solutions

Mosaic Becomes an Official Sage Partner, Offering Customizable Paperless Workflow Solutions




workflow

eQuorum Enhances Their Engineering Workflow and Document Management Solution to Improve Collaboration Efficiency, Workflow Automation and the User Experience

eQuorum Announces Release of Version 12




workflow

eQuorum Launches ScanNTap™ Technology Within Its Engineering Workflow and Document Management Systems (EDMS) for Instant Access to Needed Drawings, Documents, and Checklists

eQuorum Announces Release of Version 12.1




workflow

Creating a Workflow to Streamline Your Daily Tasks and Improve Client Communications

Sometimes the best way to structure your day doesn’t spring immediately to mind—a “workflow,” or a planned series of activities that help you complete a task, is needed. You may need a way to organize your thoughts and tasks in order to maximize efficiency for both yourself and your clients’ benefit. To become a go-to…

The post Creating a Workflow to Streamline Your Daily Tasks and Improve Client Communications appeared first on RISMedia.




workflow

New AI capabilities from AuditBoard automate time-consuming workflows

Each of these capabilities?Automated Vendor Assessments, Intelligent Staffing, and Automated Framework Updates?automate crucial yet time-consuming workflows, ensuring enterprises can effectively address today's threat landscape




workflow

Checkin.com welcomes Creatio into its Technical Partnerships fold, boosting workflow automation and CRM software

Creatio works to transform legacy processes that impact enterprise productivity




workflow

Solving PDF form challenges and boosting workflow automation

What organizations that depend on dynamic documents really need are solutions that work seamlessly across all platforms. This way, organizations can eliminate compatibility issues and reduce most?if not all?of the costs that are associated with restricted formats.




workflow

Supporting Bayesian modeling workflows with iterative filtering for multiverse analysis

Anna Riha, Nikolas Siccha, Antti Oulasvirta, and Aki Vehtari write: When building statistical models for Bayesian data analysis tasks, required and optional iterative adjustments and different modelling choices can give rise to numerous candidate models. In particular, checks and evaluations … Continue reading




workflow

Postdoc opportunity! to work with me here at Columbia! on Bayesian workflow! for contamination models! With some wonderful collaborators!!

Laboratory assays are central to much of biomedical research. My colleagues and I recently received a research grant to do better assays using Bayesian inference. Beyond the usual challenges of fitting nonlinear hierarchical models to real data that can sometimes … Continue reading




workflow

How to Create an Effective Web Development Workflow

Any project—no matter the scale and scope—requires an effective workflow to maintain high efficiency in all tasks involved. A good workflow can also minimize errors, improve collaboration within the team, and ensure that the end product is delivered on time. This is especially true for web development projects, which can pose various creative and technical […]

The post How to Create an Effective Web Development Workflow appeared first on Designer Daily: graphic and web design blog.




workflow

Streamline Your Design Workflow with Adobe’s Creative Cloud Libraries and New AI-Powered Tools

Thanks to the AI-powered Adobe Creative Cloud Libraries, creatives can now simplify workflows and design processes in seconds!




workflow

Top 10 Reasons to Automate Flow Cytometry Workflows

Automating flow cytometry workflows can provide numerous benefits, enhancing efficiency, accuracy, and consistency in laboratory settings. Here are the top




workflow

Top 10 Reasons to Automate Flow Cytometry Workflows

Automating flow cytometry workflows can provide numerous benefits, enhancing efficiency, accuracy, and consistency in laboratory settings. Here are the top



  • Health & Medicine


workflow

Is Your Color Workflow Resilient for Today’s Supply Challenges?

Simple changes to how you use color measurement technology and the right training can significantly impact quality control and your bottom line. Here are seven questions every quality control manager should be asking.




workflow

New Version of Maple T.A. Offers Enhanced Connectivity, Workflow among Other Features

Maplesoft™, a leader in software products for technical education and research, today announced an update to its popular testing and assessment tool, Maple T.A.™. Maple T.A. is a powerful online testing and assessment system designed especially for courses involving mathematics, making it ideal for science, technology, engineering, and mathematics (STEM) courses.




workflow

MapleSim 2016.2 Improves Modeling Workflow and Tool Chain Connectivity

The latest release of MapleSim has arrived, carrying with it some major updates to the software such as visualization improvements, revision control and new options for toolchain connectivity.




workflow

Owning the HVAC Workflow is Driving Record Valuations

Whether you are thinking about exploring strategic alternatives for your business or simply want to take it to the next level, private equity investors and strategic buyers are looking for tech-enabled companies.




workflow

Episode 198: Wil van der Aalst on Workflow Management Systems

Recording Venue: WebEx Guest: Wil van der Aalst Robert Blumen interviews Professor Wil van der Aalst of the Technical University of Eindhoven, one of the world’s leading researchers in business process management and workflow systems. Professor van der Aalst leads off with an overview of the main concepts in the field business processes, business process […]




workflow

Episode 351 - Bernd Rücker on Orchestrating Microservices with Workflow Management

Bernd Rücker, who has contributed to multiple open source workflow management projects, discusses orchestrating microservices with workflow management.  As distributed systems evolve into a family of microservices that must handle long-running stateful processes with time-dependent actions, events, multiple paths through the system, and complex rollbacks, the workflow management model provides a way to ensure clear modeling, correctness, and separation of concerns.   Rücker recommends a federated model in which each microservice is paired with its own workflow to handle retries and other policies and failure modes around that service.  Robert Blumen spoke with Rücker about microservice architecture, event-driven systems, long-running stateful processes versus synchronous request/response, event handling, time-outs, and handling exceptional conditions with compensating transactions. Rücker compares the choreography versus orchestration models for collaboration and discusses why orchestration provides a better separation of concerns.  The discussion delves into the implementation of workflow management systems including persistence, scaling, event handling, timers and scheduling, and similarities to CQRS.  The discussion wraps up with monitoring and visualization.




workflow

Technology Selection in Business: An Argument for Process Workflow Maps

Roofing companies struggling to find the right technology to help their organization grow should use workflow maps to determine what products suit their needs, says Ryan Resides of Division 7 Roofing.




workflow

Next-Generation PCR Instruments Boost Workflows 

Modern, intuitive, and reliable thermal cyclers excel at optimizing sequencing, cloning, and genotyping throughput.




workflow

Sneak Preview: Cloudsplitting - Tackling Common Cloud Live Broadcast Workflow Challenges

On Tuesday, November 12, streaming industry consultant Nadine Krefetz will moderate the panel "Cloudsplitting: Tackling Common Cloud Live Broadcast Workflow Challenges." Some elements of streaming workflows and architecture may always stay on-prem. However, the cloud affords streaming pros opportunities for scaling and cost-cutting that make the lure of cloud workflows too powerful to resist for most live streamers intent on managing large and unpredictable audiences, improving QoE, increasing ROI, and satisfying brands. The panel of experts from AWS, TV 2 Danmark, Alibaba Cloud, and Console Connect will discuss actionable insights on refining and streamlining your scalable cloud live-streaming workflows and jump and dodge the hurdles that threaten to break your stride.




workflow

A treatise on MLRv & Workflow (Part 1)

MLRv is a great tool for live performance, as proven by a number of talented button mashers such as Galapagoose and Daedelus. It creates an immediate feedback loop between button presses and sounds that audiences just “get”. But if you’re only using MLRv for button mashing, you’re missing out on a ton of potential it has […]




workflow

A treatise on MLRv & Workflow (Part 2)

In my last post, I suggested that MLRv could be used to enhance your production workflow, outside of its abilities as a live performance tool.  In this post I’ll cover the configuration necessary to get MLRv set up for automation with Ableton.  In the post following this, I’ll give an example of how this setup […]




workflow

A treatise on MLRv & Workflow (Part 3)

In post 1 and post 2 of this series, I talked about why it’s worth trying MLRv as a production tool, as opposed to a live performance tool.  Let’s get to some examples of what this really means. A couple months back, I was approached by Edison to do a remix of his track My […]




workflow

Nerdiest Interview Ever: MPU Workflows Part II

MPU 046: Workflows with Merlin Mann II « Mac Power Users


I have the life that I have because I've made a lot of weird decisions, and they've worked out well.


Not gonna lie to you. I'm a huge nerd. Surprised?

Yep. I can recite big chunks of The Big Lebowski from memory. I can argue for an hour on the merits of Dick York over Dick Sargent. And, I can—and frequently do—catch myself thinking Catwoman, Batgirl, Princess Leia, and Emma Peel should have a light-hearted pillow fight that ends with an hour of genial french-kissing.

Pretty much like you, probably. I dunno, maybe your version includes Kitty Pryde. Po-tay-to/Po-taht-o, right?

Perhaps most saliently, by virtue of having spent a solid 2,399 days as a Fake Productivity Guru, I have been provided with an unquestionably Janusian monkey's paw of a gift; I now know a lot about workflows. Nerdy, nerdy workflows.

I can tell you a few things that almost always work, I can tell you a handful of things that almost never work, and—best or worst of all—I can tell you thousands of things that might work. Sometimes. Maybe. Kinda. For some people. For now.

And, at the risk of gay-marrying my arrogance to my hypocrisy, I can tell you that I also know enough about the unholy diarrhea of potential options for Theoretical Productivity to share two big patterns:

  1. Getting your workflow right matters.
  2. Getting your workflow right to the exclusion of the actual work is a fool's game.

But. Managing to get the most useful and most elegant and least fiddly mix of 1 and 2 right is super-hard. Especially for nerds. Especially for me.


So, as I type this today, I believe there can be no greater testament to these claims—or, at least, no greater place to test the veracity of these claims for yourself—than in this TWO AND A HALF HOUR-long interview for Mac Power Users.

It is reeeeeeeeally nerdy. Almost intolerably nerdy. Just…overwhelmingly nerdy.

But, man, is it ever really good, and really fat with the most insanely granular details of How I Work.

Lo, even these 928.5 days after officially retiring from productivity pr0n, my desire to not "vend stroke material for your joyless addiction to puns about procrastination and systems for generating more taxonomically satisfying meta-work" is tempered by a (widely under-reported) practical streak.

Yes: I continue to despise empty advice about rearranging deck chairs on The Titanic. But, yes: I do also still very much enjoy talking about how all the tips and tricks can or can't work in the context of work you care about. That matters. It really does.


So. Here goes. A one hundred and forty six minute-long, Joyce-ian amble through the Big Stuff and the Little Stuff. David and Katie were very patient.

How I name text files. Why I break iOS apps. Why I love the letter "x." Why I won't row out to islands any more. How a 115,000 word book manuscript is "like a house full of confederate money." How "The Cloud" broke in New Zealand. How I use MultiMarkdown, Scrivener, TextExpander, OmniFocus, TextMate, Notational Velocity, Dropbox, and an explosive combination of Elements, Notesy, Nebulous, Simplenote, CF Outliner, iThoughts, Instacast, Good Reader, and wow wow wow.

How I try not to fiddle—how I sometimes succeed and often don't. But, how I try.

Anyhow. There you go. A perfectly nerdy bookend to last year's first Magnum Opus MPU interview on these same topics, Mac Power Users Episode 46 is just insanely nerdy. And, what have you.

I hope you like it. I hope it's useful. I hope you don't use it to replace real work.

And, as ever, I really hope Batgirl starts having more sexy pillow fights.

Enjoy. And, God save you.


MPU 046: Workflows with Merlin Mann II « Mac Power Users

Nerdiest Interview Ever: MPU Workflows Part II” was written by Merlin Mann for 43Folders.com and was originally posted on March 27, 2011. Except as noted, it's ©2010 Merlin Mann and licensed for reuse under CC BY-NC-ND 3.0. "Why a footer?"




workflow

Haiqu Releases Open-Source Rivet for Quantum Workflow Execution

June 24, 2024 — Haiqu, a quantum computing startup, announced the release of its new open-source toolkit – Rivet. This new toolkit is made to help developers streamline the execution of […]

The post Haiqu Releases Open-Source Rivet for Quantum Workflow Execution appeared first on HPCwire.





workflow

ALCF Team Wins 1st Place and Best Workflow at 2023 IEEE SciVis Contest

Nov. 2, 2023 — Researchers from the Argonne Leadership Computing Facility (ALCF), the University of St. Thomas, and the University of Illinois Chicago (UIC) won first place and “best workflow” […]

The post ALCF Team Wins 1st Place and Best Workflow at 2023 IEEE SciVis Contest appeared first on HPCwire.




workflow

IC Packagers: Workflows That Work for You

New IC packaging workflows in Cadence Allegro X layout tools allow you to follow a guided path from starting a design through final manufacturing. The path is there to ensure that you don’t miss steps and perform actions in the optimal order. W...(read more)




workflow

Test point creation workflow recommendations?

I am trying to figure out the most efficient workflow for adding test points. My use case involves adding ~100 or so SMT pads at the bottom for bed-of-nails ICT test that are required to be on a test point grid. A lot of the nets are on the top or from inner layers and so have to be brought to the bottom using stubs. I'm used to Xpediiton workflow of being able to set a test point padstack, set a test point grid, and then select a net, add the test point to the bottom layer on the grid with that net attached and then route the stub with gridless routing.

In Orcad, it seems I need to route the stub, switch layer pairs to be both bottom once I bring the stub to the bottom and then change the grid to be the test point grid and then add the test point on the grid. It requires a lot of clicks, very mistake prone requiring lots of oops and very slow for 100+ test points to be brought out at the bottom. 

I'm sure there is a better way that is used by folks with a lot of Orcad experience. Any suggestions?




workflow

No More Delays: Accelerating Therapy Starts by Embedding Hub Services in Provider Workflows

Today’s guest post comes from Shabbir Ahmed, Chief Commercial Officer at CareMetx.

Shabbir explains the barriers that providers face when dealing with branded portals for multiple products. He then maintains that patients can access new therapies more quickly when the manufacturer relies on a brand-agnostic hub connected to a large network of providers and integrated with the systems those providers use daily.

To learn more, download CareMetx’s new 2024 Patient Services ReportRevealing Manufacturer Priorities: Patients Naturally Take Center Stage.

Read on for Shabbir’s insights.
Read more »