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plannedFind a Tender · planning

Knowledge Graph Platform for CMAC Data Lab

Buyer: University of Strathclyde →

BuyerUniversity of Strathclyde
Statusplanned
DeadlineNot published
ValueValue not published
Published23 Nov 2023

What is being bought

This PIN is to highlight to the market an upcoming opportunity to provide a Knowledge Graph Platform for CMAC, contributing to the delivery of CMAC's Lab of the Future vision as part of the of the Data Lab initiative.

Delivery location

UKM82

Categories

Data-processing machines (hardware) 30210000Data-processing equipment 30236200Miscellaneous data recorders 31644000Data equipment 32580000Software package and information systems 48000000Industry specific software package 48100000

Lot details

Lot 1

CMAC is developing a state-of-the-art data architecture in support of our Lab of the Future vision and new CMAC Data Lab initiative. Our goal is to establish a data fabric for the research centre that will enable the implementation of FAIR data across our portfolio and deliver the following advantages: (i) integration of research data and metadata across all sources, formats and locations to enable straightforward data aggregation and access; (ii) enable implementation of extract, transform and load (ETL) pipelines to enable data analytics, real time processing of data and prompt generation of data products, services and scientific insights supporting our evolving multidisciplinary research portfolio aimed at transforming CMC; (iii) provide robust means for secure data management, access control and improved data resilience; (iv) support collaboration between academic groups and industry partners. We are looking to transform our current capabilities and build our data fabric around a knowledge graph platform in our existing world class medicines manufacturing research facilities in the Technology and Innovation Centre at the University of Strathclyde. This will enable comprehensive data discovery and lineage, interoperability, semantic understanding with flexibility to include new data types and sources and to facilitate secure access to data to external partners as our research strategy rolls out. The procurement will cover software and hardware requirements, system integration and implementation support and training. The procurement will cover: - Software: the knowledge graph platform should support and operate with standard knowledge graph and ontology formats and technologies, that is scalable, interoperable with multiple data sources with tools to enable data ingestion; offers suitable security features (e.g. encryption, access control, audit trails); advanced tools for querying and data retrieval; tools for ontology management (creation, import/export, versioning and validation) as well as capabilities for reasoning and inference tools to infer new knowledge based on data and ontology rules and provide tools to enable semantic understanding; tools for backup and recovery. Inclusion of an API to support automation of data flow to and from the system as well as querying by in-house codes and the ability to export data from the system which includes a holistic data export should it be required. - Hardware- servers required to host the platform - Implementation & Integration- the supplier will be required to integrate the system with the university's existing environment and existing systems, databases, software platforms, ETL - Support & Training: the supplier will be required to provide additional support to integrate the system, ontology development , data migration, system configuration and training of staff and roll out of system to all users. - Strategic Partnership: there is an opportunity to develop strategic partnership with CMAC from this opportunity. Additional information: The University has attached a Market Research Questionnaire to this PIN. The University encourages all suppliers that have noted interest in this opportunity to complete the questionnaire attached. Please note this questionnaire is non-committal and purely for information purposes. For those suppliers interested, please complete the questionnaire by 5th December.

Statusplanned

What is included

ItemCategoryQuantity
1Software package and information systems, Data-processing machines (hardware), Data-processing equipment, Miscellaneous data recorders, Data equipmentNot published

Comparable-procurement analytics

Benchmarked against retained Find a Tender procedures with CPV division 30. The category anchor is Data-processing machines (hardware) (30210000); this is a deliberately broad market comparator. The comparison is shown at several levels rather than pretending one company or region is always the best benchmark.

Comparison setProceduresReported bids per procedureNamed award suppliersPrice evidence
Market: CPV division 301,6284 median · 35.6 average (703 of 1,628 with a bid count)3.9 average (781 of 1,628 with named award suppliers)Not published
Same buyer0Not publishedNot publishedNot published
Delivery region: UKM82102 median · 2.5 average (6 of 10 with a bid count)1 average (6 of 10 with named award suppliers)Not published

“Reported bids” is an official aggregate, sometimes reported per lot; it is the closest available competition measure. “Named award suppliers” are winners, not all applicants.

Price-outcome signal

Not enough comparable procedures currently publish both a GBP tender value and a usable lowest-valid-bid value to calculate a responsible price-reduction benchmark. Tenderline deliberately does not infer a saving from named award suppliers or from missing award values.

Procurement strategy & market signals

Framework agreementNot published
Dynamic purchasing systemNot published
Competitive procurementNot published
Recurring requirementNot published
Procurement method rationaleNot published
Rationale classificationsNot published
Special regimeNot published
Covered byGPA
Submission policyNot published
Selection criteriaNot published
Risk detailsNot published

Planning & early market engagement

BudgetNot published
No-engagement rationaleNot published
Planning documents0
Planning milestones0

No planning milestones published.

Related procurements

No linked framework, prior procurement or reprocurement published.

Documents & submission route

No documents are published in the current source record.

Source data inventory

Diagnostic view. “Not published” means this current release does not provide a value.

OCIDocds-h6vhtk-041c37
Latest release ID034636-2023
Latest release timestampThu Nov 23 2023 10:43:33 GMT+0000 (Coordinated Universal Time)
Sourcefind-a-tender
Official notice URLNot published
Tender statusplanned
Procurement methodNot published
Procurement method detailsNot published
Main procurement categorygoods
Above thresholdNot published
Legal basis32014L0024
Tender period: startNot published
Tender period: endNot published
Expression of interest deadlineNot published
Enquiry deadlineNot published
Award period: startNot published
Award period: endNot published
Submission method detailsNot published
Submission languagesNot published
Electronic catalogue policyNot published
Total tender valueNot published
Tender lots in source1
Tender items in source1
Tender documents in source0
Awards in latest release0
Contracts in latest release0
Parties in latest release1

Notice history

DateEventReference
23 Nov 2023planning034636-2023

All source data

Unmodified official OCDS data retained by Tenderline for this procurement process.

Complete current OCDS release JSON
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Complete JSON history (1 releases)
23 Nov 2023 · 034636-2023 · planning
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