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Personalised Learning Bot
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Descriptions
Cardiff and Vale College (CAVC) is seeking to appoint a supplier as part of an innovative project to develop a personalised learning assistant (bot).The project will involve building a personalised learning bot that will drive adaptive and contextual Learning and Teaching, driven by advanced Artificial Intelligence (AI) and Deep Learning to help improve attainment in GCSE English and Maths.Anticipated core features and expectations include:•The teachers can be augmented with a self-learning Artificial Intelligence capable of creating a single knowledge from various learning sources while anticipating specific needs and personalising content.•Using machine learning and deep learning, the system will enable personalised self-service through a common canvas of proactive engagement that is led by contextual tasks and activities, this will include embedding nudges to increase motivation and engagement.•The learning assistant will reduce the marking workload of staff, improve feedback to students, drive individual capability-based learning (which has been proven to have a huge impact on learners’ achievement), and provide a personalised learning path for the individual.•The system will be driven by a voice ready, natural language typed exchange that will reduce the barrier to adoption while manifested within any other channel.•Whilst a teacher is marking a piece of work, the AI assistant will provide suggested content recommendation based on the marks and feedback of the teacher. The teacher will select the appropriate content for the learner to go alongside the marks and written or audio feedback to the learner. This content is pulled in from existing sources, like the VLE, and is personalised to the learners needs, but saves time for the teacher in having to search for the content. It will also provide richer feedback for the learner as generally feedback just contains text, rather than content to support the areas of weakness.•The AI assistant can then follow up with the learner after they have received the feedback to find out if the content was useful, to ensure that learning has taken place, and to offer further support.•The AI assistant can gamify and scan learners’ work for any dyslexia patterns before carrying out further diagnostics, which will notify the necessary support staff of requirements for further ALN support. This will reduce the likelihood of learners who require additional support remaining undiagnosed, resulting in a more proactive approach to ALN.•The system will be bilingual using a language translation module.The project is being supported through the Welsh Government Digital 2030 capital grant funding. The project needs to be delivered by May 2020.The College is inviting initial interested suppliers to register their expression of interest with a view to launching a formal invitation to tender process in January 2020. The maximum budget is £150,000, with a desirable requirement to exclude annual license fees following development of the product.NOTE: To register your interest in this notice and obtain any additional information please visit the Sell2Wales Web Site at https://www.sell2wales.gov.wales/Search/Search_Switch.aspx?ID=98195.
Timeline
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Tender Regions
CPV Codes
72262000 - Software development services
72220000 - Systems and technical consultancy services
72000000 - IT services: consulting, software development, Internet and support
72211000 - Programming services of systems and user software
72300000 - Data services
72232000 - Development of transaction processing and custom software
72240000 - Systems analysis and programming services
72250000 - System and support services
72210000 - Programming services of packaged software products
72260000 - Software-related services
72230000 - Custom software development services
72212000 - Programming services of application software
Keywords
IT consulting
codebase design
web services
network support
cloud services
systems analysis
coding services
API integration
data services
systems audit
IT outsourcing
performance optimization
software integration
scalability consulting
tech assistance packages
information retrieval
backend logic coding
software development
cybersecurity support
user manual creation
solution architecture
data asset handling
application maintenance
software configuration
algorithm refinement
full-stack programming
ledger automation
full-cycle IT support
desktop app development
requirements analysis
managed systems support
integration planning
version upgrade support
mobile app programming
backend engineering
info-tech data support
user software design
help desk services
software programming
digital transformation
IT infrastructure review
software consultancy
database solutions
technical support
IT data solutions
data structure analysis
middleware development
training and onboarding
agile development cycles
application engineering
system integration
deployment assistance
domain-specific coding
software customization
technical advisory
IT support framework
secure checkout engine
banking software coding
financial API coding
user support coverage
web application coding
ERP implementation
programming language implementation
form-based application design
functional specification drafting
payment gateway module development
third party software adaptation
technical risk assessment
IT infrastructure management
process flow optimization
electronic records management
industry-aligned solution delivery
version-controlled coding workflows
product integration services
solution feasibility studies
high-volume transaction systems
structured data operations
packaged software customization
frontend interface programming
infrastructure maintenance
systems integration programming
end-to-end system services
software patch integration
software architecture modeling
custom interface building
software lifecycle guidance
system architecture analysis
systems integration advice
requirement-driven development
specialized backend logic
enterprise data workflows
custom software development
tech writing and documentation
end-user feature customization
settlement processing routines
user interface development
vertical application programming
application software development
application logic creation
invoice and billing integration
digital information services
bespoke application design
technical feasibility assessment
system requirement mapping
platform migration services
integrated system operations
reactive and proactive IT services
system software programming
backend system structuring
technical requirement definition
tailored software solution creation
transactional recordkeeping systems
Workflows
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