# Expert Systems MVP

> A sourced UK public sector contract award published by KNOWLEDGE TRANSFER NETWORK LIMITED.

## Key facts

- Buyer: [KNOWLEDGE TRANSFER NETWORK LIMITED](/buyers/knowledge-transfer-network-limited/contract-awards)
- Tender value: £70,000
- Published: 27 November 2019
- Contract start: 8 January 2020
- Contract end: 31 March 2020
- Stage: open_tender
- Procurement category: works
- Notice ID: 083948d8-3bde-43fd-bbea-09d247a99ed0-328598
- OCID: ocds-b5fd17-daed3415-aacb-4d71-a51c-703f0054f773

## Description

KTN wants to produce an automated self-service capability for our website that allows companies to access our expertise without necessarily talking to KTN personnel\. We are looking to build this automated expertise through: Building a graph database of all our staff, events, offerings and companies in our CRM, etc \[need: graph database\] Building a machine-learning model based on the database \[need: Machine learning model\] We are looking to serve companies through: Automatically understanding their requests in natural language \[need: Natural Language Processing \(NLP\)\], Automatically guiding them through a replica of process that our experts run now in person, successively recommending the appropriate resources based on the companies' interaction with the system \[need: ML model based on graph database, interacting with NLP\]\. This all will need to be integrated with our website, internal processes and existing data architecture \[need: website, Gmail, CRM, etc integration\], which is the primary form of interaction the companies have with us\. Success factors Successful delivery will be defined as: Highly desirable UX and UI\. Efficient and effective rank and recommendations for online enquiries\. Automated data retrieval and cleansing\. Efficient and effective interrogation and explainability\. Handover and total control - updating data architecture/integration\.

## Related contract awards

- [Innovate UK Business Connect - Digital Framework - Digital Marketing Support Services](/contracts/ocds-b5fd17-1b9bd981-745a-4a6f-a07f-bd7a86bf8049) — KNOWLEDGE TRANSFER NETWORK LIMITED
- [Innovate UK Business Connect - Digital Framework - Digital Services](/contracts/ocds-b5fd17-d9862597-30f0-4535-9ab2-ab2025f4ca5a) — KNOWLEDGE TRANSFER NETWORK LIMITED
- [International Market Data Provider](/contracts/ocds-b5fd17-8b4b170c-4110-4f9b-9a1b-0d6ae54d9283) — KNOWLEDGE TRANSFER NETWORK LIMITED
- [Business and Stakeholder Survey](/contracts/ocds-b5fd17-ca981b36-9f1f-485c-9fdd-7a5af30559e2) — KNOWLEDGE TRANSFER NETWORK LIMITED
- [Taxi and MPV \(1-8 seats\) Passenger Assistant - Taxi and MPV \(1-8 seats\) Passenger Assistant](/contracts/ocds-b5fd17-6fc09fa4-8e19-4d58-afc2-13a1d749b26f) — East Sussex County Council
- [Digital CYPMH](/contracts/ocds-b5fd17-80581650-1474-48fd-ae4c-f6c6527ef7d6) — Midlands Partnership NHS Foundation Trust
- [Cafe Concessionaire](/contracts/ocds-b5fd17-0738fdae-78f6-49c5-a066-caf3b1fa2c26) — Saltash Town Council
- [Provision National Digital Twins Programme - Data Pipelines, Analytics and Visualisation PIN](/contracts/ocds-b5fd17-4969fa6a-0836-49b0-ad3f-8521d8fb75c3) — Department for Business and Trade
- [NHDC01133773](/contracts/ocds-b5fd17-8e38014e-e5f0-4388-8d9a-692e77d8fc62) — NORTH HERTFORDSHIRE DISTRICT COUNCIL
- [CA17454 - ITT 34/2025 - Electrical Re Wire and Replacement Heating System at Annalong Community Centre](/contracts/ocds-b5fd17-1f34c023-8f56-42c6-8c83-04738f049f78) — Newry, Mourne and Down District Council \(NMD\)
- [A66 Elton IC to Yarm Road IC - VRS &amp; Sign](/contracts/ocds-b5fd17-8306724c-1447-4ba6-9b1e-bfedb33eb655) — National Highways Limited
- [PL0362 Greenhill Lodge - Fire Compliance and Refurbishment Works - Design &amp; Build Contract](/contracts/ocds-b5fd17-fd56ca30-f3c4-4b3d-b075-1643b50f1b53) — Worcestershire County Council

## Source

[View the original notice on Contracts Finder](https://www.contractsfinder.service.gov.uk/Notice/083948d8-3bde-43fd-bbea-09d247a99ed0-328598)
