Monday 27 April 2015

Voices of Authority: Towards a history from below in patchwork



This post is intended to very briefly describe a project I am about halfway through - that seeks to experiment with the new permeability that digital technologies seem to make possible - to create a more usable 'history from below', made up of lives knowable only through small fragments of information.

This particular project is called ‘Voices of Authority’, and is a small part of a larger AHRC funded project – The Digital Panopticon – that is seeking to digitise and link up the records reflecting everyone tried in London between around 1780 and 1875, and either sent to prison, or else transported to Australia.  This small element of the wider project is bringing together a series of different ways of knowing about a particular place, time and experience – the Old Bailey courtroom from around 1750-1850, and the experience of being tried for your life and for your liberty.  The conceit behind this project, is really a suggestion that building something in three dimensions, with space, physical form and performance, along with new forms of analysis of text; can change how we understand the experience of the trial process; and to allow a more fully empathetic engagement with defendants; along with a better understanding of how their experience impacted on the exercise of power and authority.

This project is only half completed – so this is very much a report of 'work in progress'.  But, in essence, what seeks to do is bring together three distinct different forms of ‘data’ and to re-organise that data around individual defendants.  

First, it takes the text of the Old Bailey Proceedings – the trial accounts of some 197,745 trials held between 1674 and 1913, and recognises them as comprising two different and distinct things – a bureaucratic record of the trials themselves (names, verdicts, punishments); and at the same time, one of the largest corpora of recorded spoken language created prior to the twentieth century – some 40 million words of direct, recorded testimony for the period under analysis.

These understandings of the Proceedings are, of course, built on projects of much longer duration; including the OldBailey Online, and more particularly, on Magnus Huber’s additional linguistic mark-up of the Proceedings, which allows ‘speech’ to be pulled from the trial text, and to identify the speaker along the way.  This is available via the Old Bailey Corpus.



The project also builds on text and data mining methodologies – including direct counting of word and phrase distributions, and the application of a form of explicit semantic analysis, that allows us to look at the changing character of language used in witness statements over the course of the eighteenth and nineteenth centuries.
 

In other words, the first element of the project is the text and speech, crimes, punishments and dates provided by the Old Bailey Proceedings.

The second element is the body of the criminal - the physical body of the individual  men and women involved.  The broader project is creating a dataset of some 66,000 men and women – with substantial and detailed information about their lives, both before and after transportation or imprisonment – reflecting the inter-relationship between the people who became defendants and criminals with the systems of a global empire. And this material provides a huge amount of data about bodies – to add to the words individuals spoke to power.  Height, weight, eye colour, tattoos among a range of other aspects of a physical self.  Suddenly, we know if a collection of words was spoken by a ten stone, 5 foot two inch woman with brown hair and black eyes, and a withered left arm; or by a six foot man with an anchor tattoo on his left arm, and a scar above squinting blue eyes. 

To think about it another way, this bit of the ‘project’, allows us to worry about the ragged boundary between the ‘physical’ as recorded in a set of numerical and standardised descriptions, and the ‘textual’ – the slippery and ambiguous content of each witness statement. 

In relation to ‘history from below’, this allows us to put together the lives of people like William Curtis, who as a 16 year old, in the summer of 1843, had a perfectly healthy tooth pulled, before stealing the dentists’ coat.  And Sarah Durrant, who was convicted for receiving two banks notes worth 2000 pounds. It all allows us to know their words (their textualities), and at the same time to see them as part of a different kind of truth – of place and body. 

The aspiration is to essentially code for the variabililties of body type at scale, to add a further dimension to both the records of the bureaucracy of trials (charge, verdict punishment), and the measurable content of the textualities of those same trials.

And finally, we are adding one additional dimension – space –  a ‘scene of trial’.

For this we are first of all building on a project called Locating London’s Past, which among other things, maps crime locations on to the historic landscape of London.  And to this we are adding a reconstruction of the courtroom, where all these trials took place. 

Simply using Sketch-up, we have made most progress on the George Dance’s building, finished in the late 1770s and providing the main venue for the relevant trials for the next hundred years – basing the models on the architectural plans from which it was built.  



In the process of creating this model, huge amounts of imformation about trial procedure has been revealed, including the changing layout of the court, and the relative position of the different speakers.  The design itself reflects a hitherto unacknowledged transition in the character of how witnesses and defendants were divided in this evolving space, evidencing a new story of the evolution of the criminal trial. 



The architecture itself, suggests that there was a clear transition from a situation in which witnesses and victims stood in a similar relation to the judge and jury (both facing the judge, relatively close to one another); to one - like a modern anglo-american courtroom  - where the judge and witnesses are on one side, and the defendant on the opposite side of the courtroom.  In other words, the character of the adversarial relationship at the core of the adversarial trial was re-defined, with the witnesses and victim re-located on the either side of the argument, and the judges role, redefined as arbiter between them.  At some level, in the process community resolution was replaced by court judgement. 



If you want to explain why conviction rates at the Old Bailey rose from under 50% in the mid eighteenth century, to over eighty percent at the end of the nineteenth century, starting from precisely the moment when the courtroom was rebuilt, this ‘fact on the ground’ needs to be part of the story.

What has also been revealed is the importance of levels – with lawyers speaking upwards to the judge, jury, witnesses and defendant, from a cock-pit several feet below their eye level.  Like a theatre audience, the judge, jury and defendant looked down on the stage below.  In other words, what was created, at least for a short time (70 years), was the real feel of a ‘theatre’ in which, as a barrister, you were forced to perform to the gods.  


 

Looking forwarding to the next stage, this particular sub-project is seeking to move from the ‘art’ of making and performance, through a humanist and historical appreciation of ‘experience’, towards the tools of social science and informatics – seeking to combine the close reading of a single desperate plea, with the empathy that can only come with physical knowledge, with that macroscopic image of all the similar words spoken over a hundred years – how that one plea fits in a universe of words and bodies.  And all of this, is in turn, being undertaken in pursuit of a more nuanced and empathetic engagement with the lives of working people - both for its own sake, and as part of a new analysis of the workings of power 'from below'.

With luck, this will allow us to move beyond a simple analysis of the courtroom, and the ‘adversarial trial’ - to an analysis through which we can see the whole system from the defendants’ perspectiv.

In other words, the next step is about creating a history of the British criminal justice system, and of transportation from an experiential perspective on a large scale – contributing to a history of common human experience, evidenced from the distributed leavings of the dead, analysed with all the approaches available to hand, from all the perspectives available.

214 comments:

1 – 200 of 214   Newer›   Newest»
James Baker said...

Hi Tim - re the sketch up model, you've got me thinking about modeling light levels and climatic conditions in their courtroom as a context to authority (your 'radical recontextualisation' thought comes to mind). I don't suppose the Old Bailey records mention such things, but I'm guessing the former could be grabbed from other sources and made to shine into the courtroom at appropriate angles, intensities, et cetera for certain trials.

Tim Hitchcock said...

Definitely - the sun is not a problem, and once you put the model in Google Earth you can calculate the hieght and direction etc, and the weather - cloud, rain and temperature - are avaialable from Greenwich from 1741 (or so) onwards (which I understand the climate scientists have digitised somewhere or other). It would be even more fun with the open-sided courtroom before 1780 or so. And of course, once down that route the weather on hanging days at Tyburn is beckoning. Of course, I tried using weather details to create 'atmosphere' in the Down and Out book, and my fiercest critic says it makes it read like: A dark and stormy night...

James Baker said...

Regardless of the 'critics', I'd certainly be intrigued at how light maps with the location and sightlines of witness, victim, judge, crowd.

Adam Crymble said...

If you're a defendant, I suppose you wouldn't want your jury members to have a low arching sun glaring in their eyes all day, would you?

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A digital workplace is the basic set of digital tools employees use to get work done. It can be anything from instant messaging to virtual meeting tools, enterprise social media tools, and even automated workflows.

GST Software

GST Software would enable the taxpayers, accounting professionals and business owners to create GST ready invoices effortlessly, file GST returns, generate GST reports and manage their accounting data seamlessly.

POS Billing Software


PosTabz is a simple and effective POS billing software solution for Textiles, Jewellery, Super Markets or any retail store and different small and mid-sized Business. Our POS billing software could be hosted in your local outlet or on a cloud which helps in providing real-time data of sales & inventory. PosTabz is loaded with features like touch screen POS billing solution, barcode management, gift cards, expiry management, purchase management, rack & inventory management, e-commerce API integrations and much more.

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Online accounting Software

online accounting software or web-based accounting software – is accounting software that is hosted on a remote server. Users send data to “the cloud” where it is processed and returned to the user.


Customer support Software


Customer service software is a set of tools used to collect, organize, respond to, and report on customer support requests. ... Companies typically use customer service software to enable faster, more efficient customer support delivered by multiple customer service agents working within the same tool.

Material management Software

Material management software is typically imported from the ERP system and used for inventory handling in manufacturing. The key functional components handle identification of material, tracking of consumed material, tracking of produced material, priorization and control of source and destinations for material, material compatibility weighing, picking and packing. The MESMaterial Management Module also provides powerful product genealogy reporting.


ERP Software

Enterprise resource planning (ERP) is a process used by companies to manage and integrate the important parts of their businesses. Many ERP software applications are important to companies because they help them implement resource planning by integrating all of the processes needed to run their companies with a single system

chandru said...

Employee Scheduling Software

This software may or may not make optimization decisions, but it is useful in coordinating tasks. Most shift planning software has mobile support, which eliminated inefficient scheduling steps and increases scheduling productivity.


IT Asset Management Software

IT Asset management software is a suite that guides the way businesses use their technology resources, secure their data, enforce the best technology practices, and generally improve the quality of the service they offer.

Scheduling Scheduling Software

Employee scheduling software, software that automates the process of creating and maintaining schedules for multiple employees.

chandru said...

Lead Management Software

Lead management is a systematic process in which incoming leads are qualified, analyzed, and nurtured so that they can be converted into new business opportunities.

HR Management Software

It is a software application designed for streamlining the Human Capital Management process in one database. It is also called as Human Resource Information System (HRIS) or Human Resource Management System (HRMS).

Help Desk Software

Generally, the help desk is often a part of a bigger umbrella called service desk, which includes asset management and IT service management. Often the help desk is used synonymously to service desk.

chandru said...

School Management Software

School management systems make record-keeping and communication effective and efficient, both in terms of cost and money. School administration software is also, big on saving resources like paper, stationery, and time.

Graphic Design Software

In computer graphics, graphics software refers to a program or collection of programs that enable a person to manipulate images or models visually on a computer.


Photo Editing Software

Photo editing software is used to manipulate or enhance digital images.
This category of software ranges from basic apps, which are able to apply simple effects, to industry-standard programs used by professional photographers for more advanced needs.

chandru said...

3D Design Software

In 3D computer graphics, 3D modeling is the process of developing a mathematical representation of any surface of an object (inanimate or living) in three dimensions via specialized software. The product is called a 3D model.
Someone who works with 3D models may be referred to as a 3D artist or a 3D modeler.


Mobile App Development Services

Getting the best Mobile App Development Services for your business is now fast and easy! On our site. Through our site we have helped thousands of companies to find a perfect Mobile App Development Services by comparing product and service ratings, features, pricing and more.

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Transport management software
Transport management software is a type of software that helps companies with transportation operations and is mainly used to increase performance, and profit with logistics. ... TMS serves as a logistics management tool in a collaborative network of shippers, carriers, vendors, and customers.
fleet management software
Fleet management software (FMS) is computer software that enables people to accomplish a series of specific tasks in the management of any or all aspects relating to a fleet of vehicles operated by a company, government, or other organisation.


karthi said...

Logistics industry software
The logistics industry in the United States is a highly integrated supply chain network that links producers and consumers through multiple transportation modes, including air and express delivery services, freight rail, maritime transport, and truck transport.
Operations management software
Operational software is computer software designed to improve and streamline the regular operations of a business. ... Examples of software include: Accounting and inventory management automation operational. Product fulfillment. Customer resource management (CRM) and sales applications.

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Finance management software
A financial management system is the methodology and software that an organization uses to oversee and govern its income, expenses, and assets with the objectives of maximizing profits and ensuring sustainability. ... Coordinating income statements, expense statements, and balance sheets. Balancing multiple bank accounts.
Wholesale distribution software
Wholesale distributors purchase directly from manufacturers in bulk and at low prices, then they distribute those products to the next link in the chain, usually a retailer. The retailer sells directly to customers.
Vendors management software
Supplier relationship management software is used to facilitate and enhance business relationships between companies and their suppliers. ... When provided separately, supplier relationship management software needs to integrate with purchasing software, supply chain planning software, and supply chain visibility software.

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Email Management Software
Email management software helps users sort, organize and reply to huge volumes of inbound customer emails. ... The former may also feature a ticketing system or is part of a larger customer support system. Email management involves the systematic control of the quality and quantity of electronic messages that are sent from within, and received by, an organization.
Inventory Management Software
An inventory management system (or inventory system) is the process by which you track your goods throughout your entire supply chain, from purchasing to production to end sales. It governs how you approach inventory management for your business. Inventory management software is a software system for tracking inventory levels, orders, sales and deliveries. It can also be used in the manufacturing industry to create a work order, bill of materials and other production-related documents.

Hospital Management Software
Health administration, healthcare administration, healthcare management or hospital management is the field relating to leadership, management, and administration of public health systems, health care systems, hospitals, and hospital networks in all the primary, secondary, and tertiary sectors.

Gangathara said...

Campaign Management Software
A campaign management system (CMS) is a software solution designed to handle the various components of a marketing campaign.
Although it uses the same acronym as content management system (CMS), and their designs may be similar in some ways, they are conceptually different. A content management system identifies and tags individual pieces of marketing content on their way through the creation, design and distribution process. In contrast, a campaign management system is designed to measure the elements and individual components of a marketing campaign.

Property Software
Simply put, a property management software is an application designed to help property managers and landlords organize their rental properties, tenants, owners, financials and accounts. ... Other features include prospective tenant screening, options to post rental vacancies and online rent payments.

Manufacturing Software
Software manufacturing is the process of producing software in ways similar to the manufacturing of tangible goods. In this way of conducting business, each copy of the software is priced and sold as though it was a tangible product. The sales process usually is conducted by per copy or per desktop software licensing.

Gangathara said...

Property Software
Simply put, a property management software is an application designed to help property managers and landlords organize their rental properties, tenants, owners, financials and accounts. ... Other features include prospective tenant screening, options to post rental vacancies and online rent payments.

Manufacturing Software
Software manufacturing is the process of producing software in ways similar to the manufacturing of tangible goods. In this way of conducting business, each copy of the software is priced and sold as though it was a tangible product. The sales process usually is conducted by per copy or per desktop software licensing.

chandru said...

Lead Management Software

Lead management is a systematic process in which incoming leads are qualified, analyzed, and nurtured so that they can be converted into new business opportunities.
In a typical sales process, leads from multiple channels enter your lead management system, and the sales-ready leads are converted into deals.

chandru said...

HR Management Software

It is a software application designed for streamlining the Human Capital Management process in one database. It is also called as Human Resource Information System (HRIS) or Human Resource Management System (HRMS).

chandru said...

Digital Adoption Platform Software
A digital adoption platform (DAP) is a software layer integrated on top of another software application or website to guide users through tasks and functions. ... These tools are also commonly used to train new employees on software used in-house.

chandru said...

Enterprice social networking Chatting Software

Enterprise Social Networking is a platform in which your workplace communicates. This incorporates team messaging, project management, collaboration tools, and more. The world is getting social, and your business is too..

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Business Intelligence Software

Business intelligence software is a set of tools used by companies to retrieve, analyze, and transform data into useful business insights. Examples of business intelligence tools include data visualization, data warehousing, dashboards, and reporting.

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SaaS Management Software

Researching the best software as a service (SaaS) companies in the last decade? ... Unlike traditional software, customers don't need to create the infrastructure; ... Cvent is a cloud-based enterprise event management platform. ... Discovering Zapier is like a beautiful rite of passage in the world of SaaS ...

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The market for human resource consulting services consists of eight main disciplines: Human Capital Strategy, Compensation & Benefits, Organisational Change, HR Function, Talent Management, HR Analytics, Learning & Development and HR Technology.

yuva said...

CRM stands for Customer Relationship Management. It's a technology used to manage interactions with customers and potential customers. A CRM system helps organisations build customer relationships and streamline processes so they can increase sales, improve customer service, and increase profitability.

CRM software

yuva said...

CRM software

CRM stands for Customer Relationship Management. It's a technology used to manage interactions with customers and potential customers. A CRM system helps organisations build customer relationships and streamline processes so they can increase sales, improve customer service, and increase profitability.

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mobile game development companies
A video game developer is a software developer specializing in video game development – the process and related disciplines of creating video games.[1][2] A game developer can range from one person who undertakes all tasks[3] to a large business with employee responsibilities split between individual disciplines, such as programming, design, art, testing, etc.

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BPO services
Business process outsourcing (BPO) is a method of subcontracting various business-related operations to third-party vendors. ... BPO is deemed "offshore outsourcing" if the contract is sent to another country where there is political stability, lower labor costs, and/or tax savings

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cloud computing is the delivery of computing services—including servers, storage, databases, networking, software, analytics, and intelligence—over the Internet (“the cloud”) to offer faster innovation, flexible resources, and economies of scale.

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employee self service Software
Employee self-service takes care of different task to be done by HR Executive .This reduces man hours spend by HR executive.It also relieves the pressure of HR executive . ESS can be accessed by all executives and they can do the updation themselves

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law practice management software
Legal practice management system is a overalll system that helps law firms to manage day to day activities such as conatcts calendars ,case numbers ,preparation of bill , tracking the cases etc.

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parks nd recreation software
Parks and rec software is used to combine all the complex and demanding community activity into user friendly program.thesesoftware progams are made up of several modules with wide range of features

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qualitative data analysis software
Qualitative data analysis software is a type of software that allows us to analyze data and to perform all types of qualitative data analysis tasks. For example , it allows the users to analyze transcripts, interpret text, code text, and create reports.

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customer experience management software
Customer experience management is a overall collection of processes that a company helps us to track ,navigate, and organize every interaction between a customer and an organization throughout a period of time.

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patient case management software
This software is used to maintain complete history and diagnosis details of all patients of an hospital.

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hospital asset management software

An asset management plan helps to assess and maintain the required assests so that the opeating costs can be kept at the minimum level. It also improves the operational efficiency of the hospital.

yuva said...

privileged access management software
(PAM) software helps the companiesto secure the “keys to their IT kingdom" in order to ensure the user information of their privileged accounts, such as admin accounts on complex company assets.

yuva said...

digital adoption platform software
digital adoption platform (DAP) is a software layered combind on top of another software application or website in order to apprise users through tasks and functions. these tools are most commonly used to impart training new employees on software used in-hous

chandru said...

Virtual Reality (VR) is the use of computer technology to create a simulated environment. Unlike traditional user interfaces, VR places the user inside an experience. Instead of viewing a screen in front of them, users are immersed and able to interact with 3D worlds.
Virtual Reality Software

chandru said...

IT Project Management Software
IT project management software is used by managers to organize and control the processes of their IT projects. Like any software tool, it’s main purpose is to increase efficiency.

chandru said...

Legal Case Management Software
Legal case management solutions cover accounting, scheduling, time tracking, and more. All these are features that will help you manage your practice more efficiently, contribute to better cash flow management, and ease collaboration on cases.

chandru said...

A channel manager is a tool that will allow you to sell all your rooms on all your connected booking sites at the same time. It will automatically update your availability in real-time on all sites when a booking is made, when you close a room to sale, or when you want to make bulk changes to your inventory.Hotel Channel Management Software

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PCI compliance software can help IT teams address a slew of PCI DSS requirements, including: Protecting systems against botnets, spear phishing attacks, and ransomware. Developing and maintaining secure systems and applications. Tracking and monitoring access to network resources and cardholder data.PCI Compliance Software

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GST Rate Finder Software

GST Rates 2021 for Goods and Services list of products under 0%, 5%, 12%, 18% & 28%. Check recently revised GST Rates slabs in 2020 & bracket. ... all your sales and purchase data to ClearTax GST software and file your returns. ... use our Tax Calculator software, claim HRA, check refund status and ...

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Salon and Spa Management Software is designed to automate the day-to-day activities of spas, salon, and beauty parlor. It enables the salon and spa managers to run their business, manage their daily schedule, appointment booking, staff and inventory with just a click of the button.Beauty Salon Management Software

chandru said...

Human Resource Information SystemHuman resource information system (HRIS) is defined as a software or online solution that is used for data entry, data tracking, and data management of all human resources operations of an organization. ... An HRIS includes under its umbrella a wide range of systems.

chandru said...

Loan origination software
A Loan Origination System (LOS) is a set of software built to support the processing and application process during a mortgage life cycle. It allows lenders & loan officers to easily submit and retrieve data, loan processors to process and index information easily and meets the needs of financial institutions that pull reports and validate personal information.

chandru said...

Supervisory control and data acquisition (SCADA) softwareis a system of software and hardware elements that allows industrial organizations to: ... Directly interact with devices such as sensors, valves, pumps, motors, and more through human-machine interface (HMI) software. Record events into a log file.

chandru said...

Procore's software allows organizations to solicit bids for projects while providing a central location for managing and viewing the status of all bids. Contractors can download bid packages from Procore and submit bids directly back into the system.
construction bidding software

chandru said...

Employee Shift scheduling software
Let employees focus on doing their best work, instead of worrying about their schedules. Managers can copy and paste employee shifts. Shift planning is easier with the TSheets scheduling app.

chandru said...

Stand alone payroll software
Payroll software automates the process of paying salaried, hourly and contingent employees. Vendors of human resources technology and specialized payroll companies often sell payroll software as a stand-alone system.

chandru said...

Objective C development companies
Toptal is a marketplace for top Objective-C developers, engineers, programmers, coders, architects, and consultants. Top companies and start-ups choose Toptal Objective-C freelancers for their mission-critical software projects.

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Unity game development companies
Appventurez has a team of game developers who are known for delivering unmatched gaming experience through their skills and knowledge. Moreover, our team of Unity app development provides a platform for developers to focus more on their skills.

chandru said...

wearable app development companies
Wearable Technology has opened up a new space in the mobile industry. Devices such as Apple Watch, Android wear, Google Glass, Smart Watch, and healthcare wearables have taken the market by storm and their popularity is only growing with time.

yuva said...

smart contract development companies

Smart contract development companes is a set of computer code that runs on the blockchain network. They have gained attention due to their ability to enforce and execute an agreement automatically between untrusted parties without the involvement of intermediaries.

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education app development companies

A educaption application, also referred to as a mobile app or simply an app, is a computer program ... Mobile application dezvelopment requires the use of specialized integrated ... Data theft is not just the loss of confidential information, but makes companies vulnerable to attack



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School Management Software

School management systems make record-keeping and communication effective and efficient, both in terms of cost and money. School administration software is also, big on saving resources like paper, stationery, and time. The use of the technology of online school management systems enables one to access data through web-connected devices and provides a common platform for the storage of information.

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Mobile App Development Companies

Appnovation designs, develops and delivers mobile apps across all the major platforms, including iOS (iPhone & iPad), Android, BlackBerry and Windows Mobile. Our mobile app development services include: Business, needs and requirements analysis. User Experience (UX) testing.

chandru said...

Digital Adoption Platform Software

A digital adoption platform (DAP) is a software layer integrated on top of another software application or website to guide users through tasks and functions. These tools are also commonly used to train new employees on software used in-house.

A digital adoption platform (DAP) is a software layer integrated on top of another software application or website to guide users through tasks and functions. Some DAP offerings are made specifically for other popular software applications, with companies making multiple DAPs tailored for certain products.

chandru said...

SaaS Management Software

SaaS management is the business practice of proactively monitoring and managing the purchasing, onboarding, licensing, renewals, and offboarding of all the software-as-a-service (SaaS) applications within a company’s technology portfolio.

Developed in response to the unique attributes of SaaS applications in a business environment, SaaS management is quickly developing into a specialized practice for IT, Procurement, and business leaders.

chandru said...

Loan origination software

A Loan Origination System (LOS) is a set of software built to support the processing and application process during a mortgage life cycle. It allows lenders & loan officers to easily submit and retrieve data, loan processors to process and index information easily and meets the needs of financial institutions that pull reports and validate personal information.

It essentially connects the dots digital of many manual process that used to be very time consuming. Saving time for all of the many parties involved in the mortgage process.

yuva said...

CRM software
CRM stands for Customer Relationship Management. It's a technology used to manage interactions with customers and potential customers. A CRM system helps organisations build customer relationships and streamline processes so they can increase sales, improve customer service, and increase profitability.
https://www.infobrez.com/CRM-software

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Parks and recreation software
parks and recreation software
Parks and rec software integrates all your complex and demanding community activity management functions into a user-friendly program. The software programs are made up of comprehensive modules equipped with a wide variety of features to cover any and every recreational need.
https://www.infobrez.com/parks-and-recreation-software

yuva said...

CRM software
CRM stands for Customer Relationship Management. It's a technology used to manage interactions with customers and potential customers. A CRM system helps organisations build customer relationships and streamline processes so they can increase sales, improve customer service, and increase profitability.
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hardware and paint software
hardware and paint software
Microsoft Paint is a simple raster graphics editor that has been included with all versions of Microsoft Windows
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Construction Management Software
https://www.infobrez.com/construction-management-software
Construction management is a professional service that provides a project's owner(s) with effective management of the project's schedule, cost, quality, safety, scope, and function. Construction management is compatible with all project delivery methods.

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Infobrez is one of the worlds topmost reputed IT firm and it has excellent immense growth.Its mainly focus on quality web based products and business tools.getting the best quality software products is now fast and easier way.

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