Nuig hdip system analysis jobs

I'm looking for an Excel expert who can create an automated template for a financial renewal analysis dashboard. The dashboard should include basic descriptive statistics functions such as mean, median, mode, standard deviation, correlation, and regression. Key Requirements: - The dashboard needs to focus on the renewal status of our products/services. - It should be able to track the renewal status by product/service type. - The dashboard should be able to automatically update renewal statuses. Ideal Skills and Experience: - Proficiency in Excel and its advanced functions. - Experience in creating automated dashboards. - Understanding of financial data analysis, particularly in the context of renewals. - Strong communication skills to understand our specific needs and...

I'm seeking a detailed market research report on the baby milk formula industry in India. The report should cover: - Market size and growth trends nationwide - An in-depth analysis of the competitive landscape including market share - An overview on consumer preferences and purchasing behavior The main objective of this market research is to assess the competitive landscape of the baby milk formula industry in India, enabling me to make informed business decisions. A nationwide, Pan-India focus is required. It would greatly benefit from having a candidate with experience in market research, an understanding of the Indian consumer market—especially the baby product segment—and excellent analytical skills.

I urgently require a freelancer to create a logistics management system for my business. The system must address the issues I'm currently facing with tracking shipments and managing inventory. Key Points: - The system should be able to efficiently track shipments and provide real-time updates. This is crucial to improve our customer service and overall business operations. - The inventory management module should be effective and user-friendly. As a business with 18 warehouses, we need to ensure all stock levels are accurately and efficiently maintained across all locations. Skills and Experience: - Proficiency in logistics software development - Strong understanding of inventory management systems - Prior experience with large warehouse networks - Ability to de...

I'm in need of a specialist in academic business marketing who can aid with my thesis. Substantial knowledge of marketing in the academic field of business is crucial. Your responsibilities will include: - Expert level analysis of academic marketing data - Development and evaluation of appropriate research methodologies Ideal candidates should have prior experience with academic writing and thesis development, with a strong focus on data analysis, research methodology, and business marketing. Potential freelance partners should also be adept in translating complex concepts into comprehensible form.

Electronic case filling system for justice system in my country

Looking for a proficient researcher to provide comprehensive research services e.g., market trends, competitive analysis, industry insights. The ideal candidate will have a knack for gathering and analyzing data, attention to detail, and the ability to deliver accurate and timely reports. Strong communication skills and the capability to present findings in a clear and concise manner are essential. If you have a proven track record in delivering high-quality research, we'd love to hear from you! Requirement; 1. Filled Verification form with Sign and Stamp along with verifier details. 2. 5-6 geotagged photos in which name board of Issuing Authority is visible. 3. In-case of refusal, I need written refusal statement with Sign and Stamp along with detail of person i.e. name, desi...

I need a responsive webapp. I would like it designed and built.

We need to detect if the axl... The system must perform object detection, with a critical requirement for real-time operation. Key tasks and requirements include: - Develop a high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy. - Experience with computer vision, object detection, machine learning, real-time processing required. - Proficiency in Python programming is essential. - Ability to deliver a high-precision system with minimal to no delays.

I'm looking for a skilled data analyst who can help me with a project that involves identifying patterns in customer behavior data. Key Requirements: - Proficiency in Python for data analysis - Extensive experience working with customer behavior data - Ability to create and present insights using visual charts Tasks Involved: - Importing and cleaning the provided customer behavior data - Applying appropriate data analysis techniques to uncover patterns(classification problem) - Presenting the findings through visually engaging charts The ideal candidate would have a strong background in data analysis and visualization techniques, especially in the context of customer behavior data. Experience in using Python libraries for data manipulation and chart creation i...

I am in need of a Python developer to create a bespoke frontend for a warehouse management system. The system should primarily focus on Inventory management and Warehouse overview. Essential Functionalities: - Inventory Management: The system should allow for the easy management of inventory. - Warehouse Overview: An overview of warehouse status and stock levels should be clearly available. User Interface Design: - List View: I envision the inventory management interface as a list view with search and filter options for easy access and manipulation of data. Ideal Skills and Experience: - Proven experience in Python frontend development - Strong understanding and experience in Inventory management systems - Proficiency in creating user-friendly UIs with search and fi...

...acquirer module for my Odoo 17.0 platform. This module should perfectly integrate with Maya Online Payment Solution, a popular local payment gateway in the Philippines. Specific functionalities required include: - Refund processing: To facilitate seamless customer service, refund processing should be an integral feature of this module. - Transaction history tracking: For record-keeping, and business analysis, the module should have capability to track all transactions. - Real-time transaction updates: Ensure all transaction data is accurately and timely updated. Although no specific customization on Maya's payment gateway is required, an emphasis on flawless integration and functionality is key. Ideal candidates should have solid experience in Odoo module development, pa...

I am in need of a proficient blockchain developer to create a Proof Of Stake system aimed at increasing transaction security. Integrating this system with Cosmos SDK is a key component of the project. The system requires the functionalities of staking rewards, a governance mechanism and slashing conditions. The ideal freelancer should have vast knowledge and experience with Cosmos SDK and the understanding of Proof Of Stake consensus rules. Proficiency in Golang or Rust is also a plus. These skills will facilitate the creation of a POS system that increases transaction security and offers differentiating features.

I'm looking for a skilled Python developer to write a code for an Explainable AI project. I need the code to focus on making the AI understandable by humans, rather than just predicting outcomes. Key Responsibilities: - Create a Python script t...AI to present its decisions and reasoning in a way that can be easily understood by non-experts. Notably, the model should be able to show its decision rationale, thus improving trust and interpretability to end-users or stakeholders. Ideal Skills and Experience: - Proficiency in Python - Experience in AI/ML particularly in Explainable AI domain would be a plus - Strong understanding of data analysis and model interpretation techniques - Ability to write clean, maintainable, and efficient code - Strong communication skills and a keen...

I'm in need of a skilled research analyst with a background in geopolitics to focus on a variety o...Key Responsibilities: - Conduct case studies in the field of geopolitics - Make policy recommendations based on your analyses Desired Outcome: - Provide insights for decision-making - Support strategic planning - Inform public discourse Ideal Candidates should possess: - Strong background in geopolitics and international relations - Experience in security and defense - Proficiency in economic analysis - Strong analytical and research skills - Ability to provide clear, actionable recommendations based on your findings. This project is ideal for a research analyst with a passion and expertise in geopolitics, who can provide valuable insights and recommendations in a clear and ...

...246) - Slaughterhouse number - Payment terms (e.g., cash on delivery) - Lead time (e.g., 1 day delivered to Dubai) Convert potential leads into valuable customers through effective communication and negotiation strategies. Requirements: Proven experience (2+ years) in the meat industry, specifically working with red meat in the UAE. Strong capabilities in market research and competitor analysis. Excellent communication and negotiation skills. Ability to deliver factual and precise data without discrepancies. Offer: Competitive freelance payment with an opportunity for a full-time position based on performance. A lucrative 25% commission under our affiliate program for successful lead conversions post initial project. Application: If you are ambitious, detail-oriented,...

...essay that investigates "How social media impacts young adults' attention span", in the context of Arts. The assignment will also require presentation slides to accompany and support the essay content. - Research and Script-writing: You're to carry out extensive research on the given topic. Use these findings to provide a compelling narrative for both the essay and presentation slides. - Critical Analysis: Make sure to maintain a balanced argument, and present evidence to support any points made. - Presentation Slides: Create visually engaging slides to support key arguments in the essay. The slides should align with the writing style and tone of the essay. The ideal candidate will have a strong background in Arts, with excellent essay writing and presentati...

I'm seeking an experienced Python developer to scrape a specific website and extract text data for the purpose of analysis. Your role will be the following: - Scrapping the text data from the specified website. - Cleaning the data to prepare it for analysis. High data quality is crucial so attention to detail is necessary. Ideal candidate would have proven experience in Python, data extraction, and data cleaning. Familiarity with data analysis will be beneficial.

I require a thorough investigation into the mercantile law in Spain, with a particular focus on contracts and business formation. The research will be utilized to inform our company...strategy and ensure our compliance with applicable laws. Key deliverables include: - Overview of the mercantile law landscape in Spain - Detailed exploration of contract law in the Spanish context - Analysis of the legal requirements and procedures for business formations in the country Ideal candidate should possess: - Proficiency in Spanish law, specifically mercantile - Previous experience in legal research and writing - Strong understanding of contract law and business formation - Ability to distill complex legal information into understandable insights - Familiarity with the Spanish legal sys...

I'm seeking a mechanical design engineer with a background in material selection, mechanical system design, and safety and reliability analysis. The project revolves around designing a screw conveyor. This includes: - A comprehensive understanding and execution of both aspects of machine design mentioned above, coupled with proficiency in creating a Bill of Materials (BOM) that also includes an estimate. - The screw conveyor design must be medium-sized with a capacity between 1-10 tons/hour. Please note, experience in conveyor system design is vital. Eligible freelancers should demonstrate their ability to design reliable and efficient mechanisms that prioritize safety. A strong track record in similar projects will significantly increase your chances of being s...

I am seeking an experienced A...record of successful sales and a strong ability to negotiate effectively. - Customer Relationship Management: Adept at cultivating and maintaining positive relationships with clients. - Client Account Management: Ability to oversee and manage client accounts. - Sales and Revenue Growth: Proficient in developing strategies to drive sales and revenue growth. - Market Analysis and Strategy: Experience in conducting market analysis and devising effective strategies based on the findings. If you have a solid background in finance, along with exceptional sales and negotiation abilities, and a passion for client relationship management, I'd like to hear from you. Working hours and location are flexible, and we could even consider remote work fo...

I need a professional who can help me extract photos from various websites for data analysis purpose. Key Requirements: - Image Extraction: The main task is to extract photos from a multitude of websites. The photos will be used for data analysis, so accuracy and completeness in this task is vital. Ideal Freelancer: - Data Extraction Expert: The ideal candidate would have experience in extracting data from websites. - Web Scraping Proficiency: Knowledge of web scraping tools and techniques would be highly beneficial. - Attention to Detail: The successful candidate will be diligent in ensuring all relevant photos are extracted. If you are confident in your ability to deliver a high-quality image extraction service, please submit your bid.

I require an expert in Excel to build a comprehensive tracking file. This task involves: - Establishing a data entry form to easily input inventory and project progress details. Knowledge of creating user-friendly interfaces within Excel is beneficial. - Implementing automated calculations to streamline the data analysis process. Strong mathematical and analytical skills are essential. - Creating a graphical representation of data to facilitate understanding. Experience in data visualization is a must. The spreadsheet will track fewer than 10 types of inventory data and project progress data. Your familiarity with inventory management processes and project tracking would be highly valuable. This assignment calls for you to use Excel's capabilities optimally to produce an eff...

I am looking for some freelance engineers to undertake drainage design work for projects based in the U.K (England principally). This work can be done remotely. This would involve the use of Causeway Flow+ design software (which I can provide some training with) and a CAD package. I am a freelance flood risk and drainage engineer based in England and sometimes have more work than I can handle. I am looking for some contacts with whom I can share work when required. Any experience of working in the U.K would be beneficial (but not essential). The work typically involves designing outline and detailed surface water (stormwater) drainage systems for new developments (residential, commercial, industrial). Sometimes foul water systems are required too. Thanks for your time. Henr...

...their financial background, credit history, and loan application information - Review and analyze financial statements to identify key financial indicators that may impact the loan decision - Make informed loan approval or rejection decisions based on the applicant's creditworthiness Applicant Requirements: - Experience: Mid-level. I am looking for someone who has a proven track record in credit analysis, with a minimum of 2-3 years of relevant experience in the financial industry. - Software Proficiency: The ideal candidate should be proficient in Excel/Google Sheets to effectively analyze financial data. Familiarity with other financial tools would be a plus. This is a great opportunity for a skilled credit analyst to gain experience in assessing loan applicants and maki...

I'm currently seeking a skilled marketing expert to help generate leads through our social media platforms. Key Responsibilities: - Understanding our target audience and how t...Understanding our target audience and how to engage them effectively in lead generation - Creating and executing a social media marketing strategy that aligns with my goal of lead generation - Crafting promotional content that can convert social media traffic into leads Ideal Candidate: - Extensive experience in social media marketing, particularly for lead generation - Proficient in audience analysis and targeting, with a proven track record of successful lead generation - A creative thinker who can develop engaging promotional content If this sounds like a project you can tackle, I'm excited t...

I'm looking for a skilled Python developer to help with web scraping and data analysis tasks. Key Tasks: - Web Scraping: Proficiency in using Beautiful Soup or Scrapy is essential. The person should be able to extract specific data sets from websites and present them in a structured format. - Data Analysis: Experience with Pandas and NumPy is crucial for this role. The ideal candidate should be able to manipulate and analyze large data sets efficiently. - Automation: Familiarity with Selenium for automating tasks is a plus. What I'm Looking For: - Experience: Please include details of your past projects and your experience with Python in your application. - Specific Libraries/Frameworks: A strong grasp of Pandas, NumPy, Beautiful Soup, Scrapy, and Selenium is...

...hospitals, private clinics, and pharmaceutical companies - Monitor and evaluate the performance of the new products/services in the market - Report on progress regularly and provide suggestions for improvement Ideal Skills and Experience: - Proven track record in business development with a focus on healthcare - Understanding of the healthcare industry and its key players - Strong market research and analysis skills - Excellent communication and negotiation abilities - Experience in launching and promoting new products/services in the healthcare sector - Ability to work independently and deliver on set goals - Strong network in the healthcare industry If you have a passion for business development in healthcare and have the skills and experience needed to support us in expandin...

I'm currently seeking a highly experienced data scientist for applying machine learning techniques on a complex dataset. As a skilled professional, you'll be involved in: - Preprocessing and cleaning of data to remove any inconsistencies. - Conducting exploratory data analysis to unveil hidden patterns and correlations. - Selecting the right machine learning model and evaluating its performance over time. For this project, in-depth knowledge in Python and strong statistical background are highly desirable. Familiarity with supervised machine learning models is a key requirement as well.

Looking for php/mysql developer to integrate discount coupon backend into admin panel. Straight forward. The admin panel is already working with a mobile app. We need to add that functionalitiy so we can later integrate it on mobile app

I'm in need of a machine learning or AI specialist who can adeptly perform data analysis and modeling on image data. Our goal is to read the data from passports of various countries, Data will be in various different languages. We dont want to use any paid api.

Tell Me / Teach Me / We do together "to integrate" A form in a website to Google Analytics: Data to be collected: - Text data - Numeric data - Date and time data I am seeking to: - Generate reports - Execute statistical analysis

I'm seeking a professional to help me transcribe and code my interviews. Key requirements: - Transcription: I need you to transcribe 1-5 interviews with a high level of detail. You'll be coding, editing, and cleaning up the transcription for clarity. - Thematic Analysis: You're expected to assist in coding the data in a way that captures the essence of the responses in line with the descriptive nature Ideal Skills and Experience: - Proficiency in transcribing and coding qualitative data. - Excellent attention to detail to ensure the transcription is accurate and the coding reflects the nuances of the responses. - Good communication skills to keep me informed throughout the process. If you're confident in your ability to help me with these tasks and have a back...

...through research, surveys and competitor analysis. 3. Recommending improvements in marketing tactics to connect better with our audience. 4. Optimizing website UX, content, SEO and conversion rates through reviews and testing. 5. Performing a competitive analysis to identify differentiation opportunities. 6. Proposing performance indicators and monitoring mechanisms in accordance with our goals. 7. Providing strategic marketing direction in accordance with our budget and business goals. The ideal candidate should have: - Proven experience in marketing strategy and digital marketing tactics. - Strong analytical and problem solving skills. - Ability to work as a flexible project-based consultant. - Knowledge of marketing automation, website analysis and CRO tools. -...

I'm currently in need of an expert in real estate consulting for a government contract. This is a consulting services project, focusin...This is a consulting services project, focusing specifically on real estate sales. Key Responsibilities: - Assessing current real estate market trends - Developing strategies and tactics to boost real estate sales - Providing insights and recommendations for increasing sales and profits Ideal Candidate: - Proven experience in real estate sales consulting - Proficiency in market research and analysis - Knowledge of tactics to boost sales - Strong understanding of the real estate industry - Previous experience in government contracts is a plus, but not required. Please let me know your relevant experience in your bid. I look forward to he...

...landscape and identify potential target markets. - **Business Development**: Leveraging your experience, guide me through the process of transforming the idea into an actual product. - **Wireless Connectivity & Real-time Data Analysis**: The device should have these features to cater to gamers, individuals with disabilities, and consumers interested in brain health. Ideal Skills: - Proven track record in business development, especially in tech-related products. - Market research expertise. - Strong understanding of wireless technology and real-time data analysis. - Preferably some knowledge or experience in the field of neurotechnology. Business Idea: In the realm of cognitive performance, a compelling opportunity lies in the absence of a dedicated product or dev...

...business proposal project and seeking a professional to help me transcribe and code my interviews. Key requirements: - Transcription: I need you to transcribe 1-5 interviews with a high level of detail. You'll be coding, editing, and cleaning up the transcription for clarity. - Thematic Analysis: You're expected to assist in coding the data in a way that captures the essence of the responses in line with the descriptive nature of the study. Ideal Skills and Experience: - Prior experience with thematic analysis in descriptive research is a must. - Proficiency in transcribing and coding qualitative data. - Excellent attention to detail to ensure the transcription is accurate and the coding reflects the nuances of the responses. - Good communication skills to ke...

I'm in urgent ne...can code an invite only indicator that reads market tops and bottoms. Your tasks will include: * Understanding my current invite only Pine Script indicator and how it works * Writing necessary code to match the levels that identify market tops and bottoms exactly as in mine Ideal Skills and Experience: * In-depth knowledge of Pine Script * Proven experience in financial market's technical analysis * Understanding of market indicators: Moving Average, Bollinger Bands, RSI etc. * Ability to communicate effectively to understand the exact requirements Application Requirements: * Please include examples of past work using Pine Script. Your past work would greatly help me understand if you are the right fit for this project. Looking forward to seein...

I need assistance to validate the load bearing capacity of an rubber and aluminium bearer through finite element analysis. I will provide necessary files of the item once confirmed. Key Project Details: - The bearer is made of aluminium and rubber. - Must withstand a weight over 10000kg. Mandatory Skills: - Proficiency in structural engineering and finite element analysis - Deep understanding of materials science and structural dynamics.

As a small business in the service industry, I need help figuring out how ...areas would be: - Marketing Strategy: Optimizing our current marketing approach and helping us to identify new opportunities for customer acquisition and business growth. - Financial Analysis: Taking a deep dive into our financial performance and identifying areas for improvement, potential risks, and strategic opportunities. - Operations Management: Reviewing and streamlining our operations to ensure maximum efficiency and profitability. Ideal candidates will have previous experience working with small businesses, particularly within the service sector. Fluency in marketing strategy, financial analysis, and operation management is crucial. Looking forward to boosting our business performance wit...

...Title, Company Size, Industry, Revenue Range, and Social Media presence. These leads will be nurtured through targeted email marketing campaigns and social media outreach. Ideal Candidate: We're looking for a freelancer with at least 3 years of B2B lead generation experience within the FinTech industry. You'll be a master of cold email outreach, social media prospecting techniques, and data analysis. Familiarity with lead generation tools like ZoomInfo, Leadfeeder, or Sales Navigator is a plus. Excellent communication and negotiation skills are essential, as you'll be liaising with potential clients. Why Join Us? Your work will be crucial in shaping the success of our FinTech startup. We offer competitive rates commensurate with experience and skillset. Rates w...

...Oversee the creation and analysis of custom reports for diverse clients. - Manage sales pipeline visualization and adjustments for various projects. - Train team members on advanced HubSpot functionalities for a range of scenarios. - Ensure seamless data synchronization across connected applications for all clients. - Configure and manage HubSpot chatbots as per client requirements. - Implement SEO strategies within the HubSpot environment to meet diverse client goals. Requirements: - Minimum of 3-4 years of experience as a HubSpot Administrator. - Proven ability to manage multiple projects and adapt to new challenges quickly. - In-depth knowledge of API integrations and familiarity with automation tools. - Demonstrated ability to develop complex workflows and optimize system...

I'm seeking an analytical thinker for a comprehensive research on workplace fatalities and injuries in the Construction, Manufacturing, and Oil and Gas industries. The primary aim is to research the number of reported workplace fatalities and injuries in Brazil, Egypt, Oman, Morocco and the United states of America and to analyze trends and patterns of these incidents over a significant time period. - Research Scope: This task involves not just basic data extraction and interpretation but also monitoring of patterns and trends spanning these industries. - Preferred Skills: Direct experience in health and safety research is a plus, specifically in occupational hazards. Strong analytical skills, familiarity with the industries in question and ability to succinctly summarize...

...our existing Case Management System into a modular and API-driven architecture. The project involves migrating from Drupal 6 to the latest version of Drupal while implementing a Model-View-Controller (MVC) pattern to enhance maintainability and scalability. Responsibilities: • Analyze the existing codebase to identify areas for modularization and API integration. • Design and implement modular architecture following MVC principles, ensuring clear separation of concerns. • Develop RESTful APIs to facilitate communication between modules, adhering to industry best practices. • Refactor and migrate existing functionalities into the new architecture, replacing hard-coded dependencies with API calls. • Conduct thorough testing of each module and the integrat...

I'm in need of an experienced structural engineer to aid in the finalization of construction documentation for a house located on the Gold Coast in Australia. Key Requirements: - The project is currently in the construction documentation phase, so I need s...load-bearing capacity of the structure. - The house's location necessitates that the design is able to support the region's specific conditions, including its wind loads. Ideal Skills and Experience: - Proficiency in structural engineering, particularly in residential projects. - Prior experience with construction documentation for buildings. - Expertise in load-bearing analysis, and ideally experience with wind load analysis. - Knowledge of regulations specific to the Gold Coast, Australia would be ben...

Hello am from the Republic of Guinea in west africa. I am planning to start a business in transportation of passengers inside the capital. I am planning ro recruit a driver and his assistant to run the bus daily. It is a profitable venture here,But the problem is that drivers here are dishonest and unaccountable( st...Republic of Guinea in west africa. I am planning to start a business in transportation of passengers inside the capital. I am planning ro recruit a driver and his assistant to run the bus daily. It is a profitable venture here,But the problem is that drivers here are dishonest and unaccountable( steal from the daily income) to the bus owners. So i am looking for an expert in a smart electronic system that i can put in the bus for delivering tickets automatically to p...

I'm in need of a data analyst who can help me with a predictive modeling task. I have a large data set from our bank and I'd like to use this data to develop a predictive model for credit scoring. Key Tasks: - Develop and i...scoring. Key Tasks: - Develop and implement a sophisticated predictive model for credit scoring - Test and validate the model to ensure it's accurate and reliable Ideal Skills and Experience: - Proven experience in predictive modeling in the banking sector - Expertise in credit scoring - Strong knowledge of data analytics and statistics - Proficiency in relevant software for data modeling and analysis Please note that the availability of structured data will be confirmed upon hiring. If you have experience in this field and think you can h...

The task centers around leveraging Python programming and machine learning skills to perform data analysis. The data to be analyzed are contained in an Excel sheet, specifically focusing on customer data. The ideal freelancer for this task should exhibit the following: - Strong proficiency in Python programming. - Solid experience with machine learning. - Familiarity with data analysis, particularly descriptive analysis. - Ability to accurately interpret customer data. The task requires a reading of the Excel sheet and performing data analysis based on the customer data contained within. The chosen Python and machine learning expert will focus on descriptive analysis techniques to extract meaningful insights. Your insights should guide our strategies in...

...proficient business analyst tasked with requirement gathering and analysis of my CRM systems. The key objectives of the role include identifying customer preferences and analyzing market trends through detailed data collection. Potential candidates must have demonstrated experience in the following areas: - Solid understanding and hands-on experience with CRM systems - Proficient in requirement gathering and analysis - Excellent data gathering and interrogation skills - Able to provide insights into market trends - Must offer strategic recommendations on process improvements. Applicants with a knack for turning data findings into actionable insights would be favored. An in-depth understanding of CRM Systems, market trend analysis, and customer preference ident...

I’m not sure how to send on our project but this is for the cultural analysis editing you just sent!

...my needs. The software must be compatible with Windows and should include: - Credit Score Tracking: A feature that allows constant monitoring and updating of credit scores. - Dispute Management: A functionality that simplifies the management and tracking of credit report disputes. It should allow me to file, monitor, and manage disputes easily. - Client Management: A robust client management system to effortlessly manage client profiles, credit statuses, and communication. Ideal candidates should have prior experience in building similar software, and a deep understanding of how credit repair systems run. Proficiency in Windows software development will be necessary. Integration options weren't specified but the ability to build software with potential for integration ...