Domain Specific Experience
M&R expertise extends to the following domains:
- Educational material such as textbooks, courseware, question and answer papers, etc.
- Publishing houses publishing fiction, literary works, brochures and catalogs and other related products for online content as well as CD products.
- Scientific, Technical and Medical content with math, graphics and tables.
- Legal Text comprising of Legislative Instruments, CaseLaw, Administrative Databases, Commentaries, Public Records, etc.
- Financial data management, Indexing and taxonomy services on financial reports/commentaries, Investments & Credit reports, Abstraction services, etc.
If you are unsure of your data management needs and requirements, M&R can help you identify them by performing a consulting engagement. If you already know your requirements and need data conversion, database design, or data output services, M&R's full staff of data specialists can provide those services quickly, accurately, and cost-effectively.
M&R provides the following services either as a component of a broad solution, or on a standalone basis.
Content Solution:
Markets Served:
Media & Entertainment
M&R has a strong expertise in providing publishing services to Various Media & Entertainment industry clients. M&R has undertaken projects like digitization of Mircofilm to electronic format, Audio/ Video digitization, Imaging & Graphic enhancement solutions.
STM Publishing - Scientific, Technical, Medical
M&R possesses unique skills required to understand and provide value added services to this complex content industry. These skills are related to identifying and coding specific STM terminology and complex chemical formulae and mathematical equations. M&R also understands MathML and its incorporation into the XML family of standards. M&R's subject matter experts are able to offer editing services in TeX/LaTeX, MathML, XML and other higher value added services.
Legal Publishing
M&R is a leading BPO choice of the legal publishing industry, with two decades of experience in serving major legal publishers on three continents. M&R supports the Legal Publishing industry through providing the labor-intensive services involved in the scanning and indexing of data, and transforming virtually any kind of input to SGML, XML, PDF and proprietary formats. With highly trained employees intimately familiar with legal terminology, M&R is the ideal candidate for many legal publishing needs, particularly those requiring high value-add editorial services.
- Proprietary / XML / SGML coding
- Product creation, development and upload to client content management server
- News / Journals updated regularly - hourly to quarterly
- Load balancing and monitoring services
- Implementation of client processes in an offshore environment
Financial Publishing
M&R understands the need for the currency of information within the global financial services industry sector and has developed unique processes to handle the most aggressive turnaround and quality requirements.
M&R can support the following needs of organizations operating in this industry:
- Formatting of financial information
- Indexing and taxonomy services on financial reports/commentaries
- Creation of print-ready PDF files
- Scanning and workflow solutions
- Abstraction services
- Content Quality Assurance services
M&R's focus on information and physical security at all its sites safeguards the security requirements of its clients in this industry.
Content Conversion
M&R specializes in providing Data conversion services to various organizations catering to publishing, Educational institution, Media & Entertainment, Associations and also to major Organizations worldwide
Our dedicated Data conversion division has their core strength in converting hard copy data to any digital format and also from any given digital format to other format, for electronic publishing.
We have proven expertise in SGML/XML, OEB, HTML and other coding structures. Our Technology & Development arm comprises of highly skilled manpower with experience on advanced technologies. Our proven systems and procedures in place ensure high quality of converted data. Our services extend across books, journals and periodicals, conference proceedings, newsletters, presentations and others.
M&R provides web-based solutions with competence in data markup for diverse types of content and file formats. We have more than a decade of experience in executing various projects for our customers around the globe in HTML, SGML, XML and other proprietary markup.
M&R approach to markup is the use of productivity aids to accelerate the process, as also increase the accuracy thereof. These aids are in the form of specialist computer program editors that enable customized markup based on the DTD. We have developed our own tools for conversions and these are constantly upgraded to meet the requirement of the day. Programmatic conversion is achieved by writing conversion scripts in Perl, Omnimark and most recently in Ruby and Python.
M&R has also migrated documents already marked-up using a certain standard to a document marked up in another standard. This reformatting or conversion of markup/ tagging is done again through a combination of specialist specifically developed computer software followed by necessary manual conversion and subsequent quality assurance.
Digitization Solution
Our document conversion process includes: document preparation & analysis, scanning, OCR & image enhancement, indexing, quality control and delivering in desired format. M&R has significant expertise in the handling and digitization of fragile and historic original materials and the capability to provide an archive quality original in addition to multiple client specified resolutions.

The above diagram shows M&R Digitization process which has various level of QA check at each stage. The number of QA pass depends on the complexity of content and also the level of accuracy expected by the client for the final output. M&R has well matured QA process which follows a 4 pass process as shown in the diagram, but for an output which requires a very high level of accuracy; M&R has a 5 pass process in QA. This 5 pass process ensures that the final deliverable is 99.98% bug free.
For the content which is complex and needs a high level of accuracy, the cost of the project goes up marginal due to the increased efforts in QA.
Image Processing
M&R has highly skilled graphic artists and a sophisticated graphics infrastructure. We handle the graphic requirement of a title that includes scanning, disk processing, line-art origination, editing & re-sizing images and Image enhancement and effects for visual merchandising of products.
Image enhancement, which typically includes cropping, despeckle and deskewing is performed prior to Optical Character Recognition (OCR) processing. The results from the enhancement help provide a higher quality "clean" image, which is used during the OCR process to increase accuracy. Image enhancement typically used on photographs can include color correction, contrast, sharpening etc.
We are well versed with the graphic software tools like Adobe Photoshop, Adobe Illustrator, Macromedia Freehand, CorelDraw, Autocad, etc..
Line art Origination
We have rich experience in complex line-arts, maps, chemical artworks and capable of delivering the same with utmost precision and of high quality. Our skilled resources handle color scanning, color correction and color separation.
Creative Line-art
We have expertise to handle creative lineart which covers medical, environmental, biological, cartoons, etc. Our professionals have Fine arts degree and they are capable to draw by hand and digitise the same. We could create good quality creative arts using rough sketch provided by authors.
Optical Character Recognition (OCR)
M&R' multi-pass, voting, OCR conversion technology is applied to complete the digitization process. Using a customized OCR process, it is estimated that M&R can increase OCR accuracy and reduce error rates by up to 80% over Standard OCR.
Data Capture & Analysis
M&R has significant experience in processing both structured and unstructured hard copy/scanned forms. While structured forms generally follow a fixed format, unstructured forms such as questionnaires or survey forms do not follow any fixed format. Scanned images are batch processed using a variety of software including OCR, ICR, and OMR.
Pre-Press Services:
M&R offers a full range of pre-press production services to help clients publish books, directories, technical documents, newsletters, and journals in both print and electronic media. M&R has provided these services to industry-leading publishers and maintains a full staff of skilled production specialists.
Page composition and typesetting
M&R's uses cutting edge technology in typesetting and page composition. M&R also provides round trip production, hands-off, enabling our clients to update and preview composed pages via FTP.
Graphic design
Our staff of creative graphic designers is proficient in the latest Mac and PC-based print and Web graphic design applications, providing you with creative and visually pleasing pages that will attract your readers' attention. We specialize in custom page layout and high quality color output in deadline-intensive environments.
Our graphic designers are experienced in the Adobe suite of applications including Illustrator®, Photoshop®, Acrobat™, Pagemaker®, InDesign™, and Streamline™, along with other state-of-the-art packages including Claris Home Page, Macromedia®, Freehand®, Macromedia Director®, and Extreme 3D.
Keyboarding
M&R maintains a full editorial staff proficient in manual data entry—as well as proofing and editing—to enter large amounts of data quickly, accurately, and efficiently when programmatic data conversion is not possible.
Proofing
Once data is converted to a suitable format, we validate it to ensure accuracy. If converting to XML/SGML, M&R parses the data to ensure that it conforms to required DTD. In the proofing stage, data specialists check the data accuracy by taking random samples. These quality assurance steps keep M&R's accuracy rate at 99.98%.
Educational Publishing
M&R's, custom-trained workforce offers educational publishers (Pre-K-12, Higher Education and Trade Professionals) and information service providers all of the necessary skill-sets expected from an IT firm in today's knowledge economy. M&R's expertise extends from e-learning solution, assessment system, data conversion and style sheet creation to high value-add offerings such as composition, copy-editing, quality assurance, course content development and testing services in addition to full Customer/Product Support services.
Course Build & Assessments
- Expertise in leading Learning Management Systems (LMS) such as Blackboard, WebCT, Angel Learning, Desire to Learn.
- Accessing client's database/servers for Course Builds and Assessments directly from off-shore locations.
- Knowledge of industry standards – IMS, SCORM.
- Custom Course Development across multiple LMS platforms.
- 24 hours operational support from Monday through Saturday - Faster Turnaround
Media QA/Testing Solutions (Online, CD & DVD Media)
- Testing in various Operating Systems (Windows XP, 2000, ME, 98, NT) and Browsers (IE, Netscape, Firefox, Opera), software and plug-ins.
- Offer both content & functionality testing.
- Fix errors or log all the error details with screen shots in a Tracking System / MS Word.
- On-shore hosting for off-shore testing.
- High end analytics for decision support.
- Web-site quality assurance and testing.
- 4 hours operational support from Monday through Saturday - Faster Turnaround
Product Support (Chat & Email)
- 24 hours/day x 7 days/week x 365 days/year Support (including Holidays & Weekends).
- Operational flexibility to handle seasonal volume variation.
- Faster Turnaround time.
- Generalist to handle simple cases/issues and Specialist to handle domain/complex issues.
- Phone support.
- Co-sourcing model used for knowledge transition and implement/ramp-up from customer to M&R.
- Knowledge base is shared between M&R and customer to ensure consistency in the solution provided to end users.
Custom Publishing Solutions
While M&R conversion process delivers high value integrated solutions that comprise the publishing cycle, M&R is also able to provide discrete services that make use of any of these steps as a service to its clients. Typical services include:
- Course Development/Production to Blackboard, WebCT, ANGEL, etc.
- Quality Assurance and Media Testing
- Course Distribution
- Product Updates/Maintenance
- Load Monitoring Services
- Implementation of Customer Processes at Off-shore Location (cost savings and capacity augmentation)
- Tech/Product Support Services
- XML, SGML, DTD Based Training
- Onshore and Offshore Project Management
Metadata & Re-Keying
M&R provides low-cost metadata creation and re-keying. Small-point, cursive, or poor quality second-generation copies that cannot be OCRed accurately may require re-keying. M&R provides accurate, clean text for search and display as well as to create full-text documents, metadata records. Single or double-key services can be combined with customized spell checking, stop words, and special dictionaries. Descriptive information can be captured during digitization to populate metadata fields. M&R has the expertise in creating metadata for articles on STM (Science, Technical, Medical) and other general subjects. M&R can provide meaningful information to the article by creating metadata as per the required template, which would help in quick searching of the article when put on the Internet or stored in any asset management system
Indexing & Cataloging
Reliable retrieval of digital data is one of the primary objectives in any document management solution. M&R manages this critical function through comprehensive training to each client’s indexing specification and rigid quality assurance checks to ensure conformance to any specified level of accuracy.
Indexing and cataloging of bibliographical information, books, journals, pictures, or other items on various subjects. M&R has expertise for indexing and cataloging to create database index required to speed up selections on the search key fields for the index. This may also include providing links to document images, and bar codes, as well as enabling efficient retrieval of all data entries with a given key value or by using other data storage files.
Electronic Text Archives
M&R creates electronic archives from documents created via a wide variety of applications. Existing electronic documents (reports, theses, correspondence, etc.) can be indexed and added to a digital repository. This process allows searching across both newly digitized and born digital materials with a single search interface.
Editorial Services
M&R has a team of experienced Science, Math, Engineering and Arts Post-Graduates and Doctorates who are experienced in technical, language and subject editing. M&R can provide editorial service both on hard copy as well as on-line.
We specialize in editing for books and journals in the following areas:
- Physics, Chemistry, Math
- Medicine, Biology
- Social Sciences & Others
M&R has professionals with rich experience in
- Copy Editing
- Indexing and
- Professional Proof reading
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