Automation support to CBR modelling tasks for intelligence purposes

Tender description

Why the Work is Being Done This is a concept demonstrator to show how automation and a Knowledge Base can reduce response times to requests for (human) analysis using models, enhance product assurance, and enable teams to learn from previous experience. This will inform MOD acquisition plans. Problem to Be Solved Create semi-automated workflow(s) to enable a tasking instruction (contained in an email attachment) to trigger: data collection from databases; input of data into existing modelling tools; transfer of data between modelling tools; production of outputs in standard formats; review and approval. Create a Knowledge Base to allow storage of previous tasks, inputs and outputs. Who Are the Users The user requires an automated way of taking information from other electronic sources, use this as input for a set of computational models and produce a set of defined outputs. The user needs this to be done using an existing Open Architecture that will be provided. Early Market Engagement Not applicable. Work Already Done Previous research has established an Open Architecture for intelligence analysis and provided an implementation of it. Bidders may use existing components, or provide equivalents, in conformance with the Open Architecture – this will only be issued to short-listed bidders. Existing components include: Activiti workflow system; a Knowledge Base with a graphQL API; minio object-store; Elasticsearch; Open-Source federated search and query; a service which retrieves the data needed to build "products" from the Knowledge Base (needs addition of a bespoke web-application to render the data into the required product format); web-applications for manual data entry and querying of the Knowledge Base. Existing Team The supplier team will work with User representatives (comprising Dstl, its Military Advisors and selected stakeholders) to ensure that the capabilities developed by the supplier are relevant to the military need. These User representatives shall also be invited to take part in a user-evaluation of the solution. No other contractors will be involved. Dstl will appoint a "Technical Partner" who will provide liaison with User representatives, provide technical advice to the supplier and to the Dstl Project Manager regarding technical choices proposed by the supplier, and technically review outputs for acceptance purposes. Current Phase Not started Work Location Development anywhere in UK. Demonstration at the DSTL sites at Porton Down. Working Arrangments Access to a set of virtual machines with the output of the previous phase will be provided as GFI/GFE. The contractor is expected to work with these to produce the outputs for this task. The contractor will be expected to provide a brief weekly update on progress and we will conduct progress meetings on a two-weekly basis although the timescales of these are open to negotiation. Security Clearance Contractor staff will interact with a Dstl modelling team at Porton Down to refine requirements, determine technical interface details and develop solutions. A Security Aspects Letter will be provided post contract award and must be complied with. Essential that all staff involved are SC cleared. DV clearance is not required. Additional T&Cs Delivery and demonstration shall be on Dstl's private cloud. Dstl requires the capability and Intellectual Property Rights to continue development of the prototype for Defence research purposes without the original supplier, including by third parties under contract to Dstl. The tooling necessary to do this development shall be detailed in the proposal, but not included in the price or deliverables. Deliverables must be sufficient to enable the Authority to conduct development using said tooling. Skills & Experience Have demonstrable experience of successful software development using pragmatic agile methodologies and practices. Experience of successful development of software that interfaces with software from multiple sources, including: open-source, government-source, and commercial products. Have demonstrable experience, at expert level, of workflow development using one or more Open Source workflow systems (e.g. Activiti). Have demonstrable experience, at expert level, of developing solutions using SQL and NoSQL databases. Have demonstrable experience, at expert level, of web-application development. Have demonstrable experience, at expert level, of working with JSON using languages that natively support the manipulation of JSON objects Experience of successfully working on Research and Development activities. Experience of using Linux Virtual Machines Experience of helping to define and refine requirements Experience of software development on classified projects, including handling of data up to Secret Nice to Haves No. of Suppliers to Evaluate 5 Proposal Criteria xx Cultural Fit Criteria Work as a team with our organisation and other suppliers Be transparent and collaborative when making decisions Used to providing "government-source" software, with sufficient documentation such that others can enhance/maintain it. Have a fail-fast and no-blame culture that encourages people to learn from their mistakes. Used to providing "government-source" software, with sufficient documentation such that others can enhance/maintain it. Used to working with classified data. Payment Approach Fixed price Assessment Method Written proposal Evaluation Weighting Technical competence 50% Cultural fit 20% Price 30% Questions from Suppliers Budget range tbc