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UK2

Pre-Market Engagement (PME) – Data and Insights Transformation Partner

  • First published: 11 November 2025
  • Last modified: 11 November 2025
  • Record interest

     

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Contents

Summary

OCID:
ocds-h6vhtk-05df0d
Published by:
Tai Tarian Ltd
Authority ID:
AA1087
Publication date:
11 November 2025
Deadline date:
21 November 2025
Notice type:
UK2
Has documents:
No
Has SPD:
No
Has Carbon Reduction Plan:
N/A

Abstract

This Pre-Market Engagement (PME) Notice issued by Tai Tarian to encourage Data and Insights Transformation Partner suppliers to register and attend a meet the buyer session for an anticipated procurement process.Tai Tarian is a not-for-profit Registered Social Landlord (RSL) responsible for managing and maintaining more than 9,000 homes across Neath Port Talbot.Since our establishment in 2011, we have focused on delivering safe, efficient, and sustainable homes that support thriving communities.We are now delivering a multi-year transformation programme aimed at improving customer experience, colleague engagement, organisational efficiency, and our ability to make data-driven decisions.Tai Tarian’s transformation is structured around five inter-linking workstreams:1. Customer Experience – Improving services and interactions for tenants and communities.2. Colleague Experience – Enabling a skilled and motivated workforce through better tools and insight.3. Organisational Excellence – Clarifying processes and strengthening governance and accountability.4. Data and Insights – Creating integrated, trusted data foundations that support evidence-based decisions.5. Business Systems – Modernising and connecting systems to improve accuracy, efficiency, and service quality.This Pre-Market Engagement (PME) aims to understand the capability and capacity within the market to deliver an integrated Data and Insights Transformation Partnership.Information gathered will inform the final scope and design of a formal procurement to be advertised on Sell2Wales in early 2026.The programme will replace core business systems in two stages:• Starting H1 2026: HR, Payroll, and Finance systems.• Starting H2 2026: Housing Management, Asset Management, Customer Portal, and Field Service (including works scheduling).To support these changes, Tai Tarian plans to implement a phased Data and Insights Transformation that establishes a single, governed data platform. The supplier will help transition from legacy structures to Housing standard data models, first within the analytics layer of existing systems, then through data migration and integration into the new systems as they go live.This approach ensures continuity of reporting, insight, and compliance throughout the system replacements and creates a sustainable, standardised data foundation for the future.The Data and Insights Transformation Partner will support delivery across the five phases of Tai Tarian’s Data and Insights Transformation Programme, forming a core part of our wider organisational change agenda.Phase 1 – Build Data PlatformDesign and implement a secure and scalable data platform to provide a single source of truth across key business domains. This phase will establish foundational datasets, governance, and data models to enable future phases.Key functions may include:• Consolidation of data into a single, governed environment.• Definition of core data entities (tenant, asset, property, finance, HR).• Implementation of structured data storage, lineage tracking, and metadata standards.• Establishment of data ownership, stewardship, and quality controls.Phase 2 – Migrations and IntegrationsDevelop the ETL and integration capability required to move and align data between legacy and modern systems. This will ensure consistent, timely, and accurate information across organisational platforms.Key functions may include:• Data migration planning, transformation, and validation activities.• Development of automated Extract, Transform and Load (ETL) processes.• Implementation of master data management and cross-system interoperability.• Testing and assurance to confirm data accuracy and completeness post-migration.Phase 3 – AI-Powered Data CleansingIntroduce automation and rule-based validation to improve data quality, consistency, and usability across the organisation. This will underpin a shift towards self-service reporting, insight generation, and predictive analytics.Key functions may include:• Deployment of automated data-cleansing routines and dashboards.• Application of business rules to identify and resolve duplicates or anomalies.• Establishment of feedback loops for continuous data improvement.• Support for data literacy and culture development across teams.Phase 4 – Analytics Layer BuildoutDevelop an integrated analytics and insight capability to deliver actionable information to decision-makers, colleagues, and stakeholders. This will enable evidence-based planning, regulatory reporting, and performance management.Key functions may include:• Creation of standardised reporting datasets and dashboards.• Development of analytics models supporting operational, financial, and sustainability outcomes.• Implementation of self-service tools for managers and teams.• Support for environmental and ESG reporting, including decarbonisation progress.Phase 5 – AI Services & Co-Pilot DevelopmentEstablish an insight-driven culture by embedding intelligent automation, predictive modelling, and data-driven decision-making into services. This phase will focus on long-term enablement and innovation.Key functions may include:• Development of early AI-enabled use cases that enhance efficiency and tenant experience.• Introduction of natural-language and conversational query tools for insight access.• Design of governance processes for ethical and responsible automation.• Continued capability-building for Tai Tarian’s internal Data & Analytics function.Each phase will be delivered in alignment with Tai Tarian’s Data Strategy, Information Management Framework, Sustainable Planet Strategy, and Target Operating Model, ensuring that all solutions support long-term sustainability, compliance, and operational excellence.Meet the Buyer SessionsInterested suppliers may invited to attend ‘Meet the Buyer’ sessions, held on Monday 1st December and Tuesday 2nd December 2025 at Tai Tarian’s offices.To register your interest in attending please email procurement@taitarian.co.uk. Please note that you must email procurement@taitarian.co.uk to register your interest in attending, no other method of registering will be accepted. The deadline to register is 12PM Friday 21st November 2025.The session will allow interested suppliers the opportunity to meet with Tai Tarian’s representatives to gain an understanding of our requirements. For example, we are asking interested suppliers:• How their proposal could bring benefit to Tai Tarian and our stakeholders.• What makes a contract attractive to them.• Their experience of undertaking similar contracts.• Their experience both within and outside the Housing sector.• Lessons learnt from previous contracts.• Why they want to work with Tai Tarian.• Innovative ways of working (doing things differently)Please note that ‘Meet the Buyer’ sessions will only be carried out on specified days and that slots will be reserved by Suppliers on a first come first served basis. When all slots are filled, we will be unable to extend these sessions further. However, depending on the level of market interest, Tai Tarian reserves the right to reduce the number of interested Suppliers by using a questionnaire or another mechanism before opening slots, to ensure the best use of Tai Tarian resources by meeting relevant Suppliers over the specified period for the Meet the Buyer sessions. If this mechanism is used, then Tai Tarian will ensure equal treatment of all interested Suppliers and will share any relevant findings and information (when not commercially sensitive) from the Meet the Buyer sessions to all interested Suppliers.Please note that recording an interest is voluntary and potential tenderers will not be advantaged or disadvantaged through participation in any ‘Meet the Buyer’ session and any discussions held will not form part of any formal tender process. Tai Tarian reserves the right to change its requirements prior to the Tender Notice being issued and this PME does not commit Tai Tarian to undertake any procurement process.It is anticipated that a Tender Notice will be published in the coming months.The estimated contract value and estimated contract period provided in this Notice are for indicative purposes only and the estimated contract value and estimated contract period will be confirmed in any future Tender Notice.

Full notice text

Scope

Procurement reference

01018

Procurement description

This Pre-Market Engagement (PME) Notice issued by Tai Tarian to encourage Data and Insights Transformation Partner suppliers to register and attend a meet the buyer session for an anticipated procurement process.

Tai Tarian is a not-for-profit Registered Social Landlord (RSL) responsible for managing and maintaining more than 9,000 homes across Neath Port Talbot.

Since our establishment in 2011, we have focused on delivering safe, efficient, and sustainable homes that support thriving communities.

We are now delivering a multi-year transformation programme aimed at improving customer experience, colleague engagement, organisational efficiency, and our ability to make data-driven decisions.

Tai Tarian’s transformation is structured around five inter-linking workstreams:

1. Customer Experience – Improving services and interactions for tenants and communities.

2. Colleague Experience – Enabling a skilled and motivated workforce through better tools and insight.

3. Organisational Excellence – Clarifying processes and strengthening governance and accountability.

4. Data and Insights – Creating integrated, trusted data foundations that support evidence-based decisions.

5. Business Systems – Modernising and connecting systems to improve accuracy, efficiency, and service quality.

This Pre-Market Engagement (PME) aims to understand the capability and capacity within the market to deliver an integrated Data and Insights Transformation Partnership.

Information gathered will inform the final scope and design of a formal procurement to be advertised on Sell2Wales in early 2026.

The programme will replace core business systems in two stages:

• Starting H1 2026: HR, Payroll, and Finance systems.

• Starting H2 2026: Housing Management, Asset Management, Customer Portal, and Field Service (including works scheduling).

To support these changes, Tai Tarian plans to implement a phased Data and Insights Transformation that establishes a single, governed data platform. The supplier will help transition from legacy structures to Housing standard data models, first within the analytics layer of existing systems, then through data migration and integration into the new systems as they go live.

This approach ensures continuity of reporting, insight, and compliance throughout the system replacements and creates a sustainable, standardised data foundation for the future.

The Data and Insights Transformation Partner will support delivery across the five phases of Tai Tarian’s Data and Insights Transformation Programme, forming a core part of our wider organisational change agenda.

Phase 1 – Build Data Platform

Design and implement a secure and scalable data platform to provide a single source of truth across key business domains. This phase will establish foundational datasets, governance, and data models to enable future phases.

Key functions may include:

• Consolidation of data into a single, governed environment.

• Definition of core data entities (tenant, asset, property, finance, HR).

• Implementation of structured data storage, lineage tracking, and metadata standards.

• Establishment of data ownership, stewardship, and quality controls.

Phase 2 – Migrations and Integrations

Develop the ETL and integration capability required to move and align data between legacy and modern systems. This will ensure consistent, timely, and accurate information across organisational platforms.

Key functions may include:

• Data migration planning, transformation, and validation activities.

• Development of automated Extract, Transform and Load (ETL) processes.

• Implementation of master data management and cross-system interoperability.

• Testing and assurance to confirm data accuracy and completeness post-migration.

Phase 3 – AI-Powered Data Cleansing

Introduce automation and rule-based validation to improve data quality, consistency, and usability across the organisation. This will underpin a shift towards self-service reporting, insight generation, and predictive analytics.

Key functions may include:

• Deployment of automated data-cleansing routines and dashboards.

• Application of business rules to identify and resolve duplicates or anomalies.

• Establishment of feedback loops for continuous data improvement.

• Support for data literacy and culture development across teams.

Phase 4 – Analytics Layer Buildout

Develop an integrated analytics and insight capability to deliver actionable information to decision-makers, colleagues, and stakeholders. This will enable evidence-based planning, regulatory reporting, and performance management.

Key functions may include:

• Creation of standardised reporting datasets and dashboards.

• Development of analytics models supporting operational, financial, and sustainability outcomes.

• Implementation of self-service tools for managers and teams.

• Support for environmental and ESG reporting, including decarbonisation progress.

Phase 5 – AI Services & Co-Pilot Development

Establish an insight-driven culture by embedding intelligent automation, predictive modelling, and data-driven decision-making into services. This phase will focus on long-term enablement and innovation.

Key functions may include:

• Development of early AI-enabled use cases that enhance efficiency and tenant experience.

• Introduction of natural-language and conversational query tools for insight access.

• Design of governance processes for ethical and responsible automation.

• Continued capability-building for Tai Tarian’s internal Data & Analytics function.

Each phase will be delivered in alignment with Tai Tarian’s Data Strategy, Information Management Framework, Sustainable Planet Strategy, and Target Operating Model, ensuring that all solutions support long-term sustainability, compliance, and operational excellence.

Meet the Buyer Sessions

Interested suppliers may invited to attend ‘Meet the Buyer’ sessions, held on Monday 1st December and Tuesday 2nd December 2025 at Tai Tarian’s offices.

To register your interest in attending please email procurement@taitarian.co.uk. Please note that you must email procurement@taitarian.co.uk to register your interest in attending, no other method of registering will be accepted.

The deadline to register is 12PM Friday 21st November 2025.

The session will allow interested suppliers the opportunity to meet with Tai Tarian’s representatives to gain an understanding of our requirements.

For example, we are asking interested suppliers:

• How their proposal could bring benefit to Tai Tarian and our stakeholders.

• What makes a contract attractive to them.

• Their experience of undertaking similar contracts.

• Their experience both within and outside the Housing sector.

• Lessons learnt from previous contracts.

• Why they want to work with Tai Tarian.

• Innovative ways of working (doing things differently)

Please note that ‘Meet the Buyer’ sessions will only be carried out on specified days and that slots will be reserved by Suppliers on a first come first served basis. When all slots are filled, we will be unable to extend these sessions further. However, depending on the level of market interest, Tai Tarian reserves the right to reduce the number of interested Suppliers by using a questionnaire or another mechanism before opening slots, to ensure the best use of Tai Tarian resources by meeting relevant Suppliers over the specified period for the Meet the Buyer sessions. If this mechanism is used, then Tai Tarian will ensure equal treatment of all interested Suppliers and will share any relevant findings and information (when not commercially sensitive) from the Meet the Buyer sessions to all interested Suppliers.

Please note that recording an interest is voluntary and potential tenderers will not be advantaged or disadvantaged through participation in any ‘Meet the Buyer’ session and any discussions held will not form part of any formal tender process. Tai Tarian reserves the right to change its requirements prior to the Tender Notice being issued and this PME does not commit Tai Tarian to undertake any procurement process.

It is anticipated that a Tender Notice will be published in the coming months.

The estimated contract value and estimated contract period provided in this Notice are for indicative purposes only and the estimated contract value and estimated contract period will be confirmed in any future Tender Notice.

Main category

Services

Delivery regions

  • UKL17 - Bridgend and Neath Port Talbot

Total value (estimated)

1500000 GBP Excluding VAT

1800000 GBP Including VAT

Contract dates (estimated)

30 January 2026, 00:00AM to 29 January 2030, 23:59PM

Extension end date (if all the extensions are used): 29 January 2031

Contracting authority

Tai Tarian Ltd

Identification register:

  • GB-PPON

Address 1: Ty Gwyn

Town/City: Neath

Postcode: SA11 2FP

Country: United Kingdom

Website: http://www.taitarian.co.uk

Public Procurement Organisation Number: PRRR-2818-QQVJ

Email: procurement@taitarian.co.uk

Organisation type: Public authority - sub-central government

Devolved regulations that apply: Wales

Procedure

Is the total value above threshold?

Above threshold

Lots

Divided into 1 lots

Lot number: 1

CPV classifications

  • 72000000 - IT services: consulting, software development, Internet and support

Delivery regions

  • UKL17 - Bridgend and Neath Port Talbot

Sustainability

Small and medium-sized enterprises (SME)

Voluntary, community and social enterprises (VCSE)

Contract start date (estimated)

30 January 2026, 00:00AM

Contract end date (estimated)

29 January 2030, 23:59PM

Extension end date (estimated)

29 January 2031, 23:59PM

Can the contract be extended?

Yes

Engagement

Engagement process description

Interested suppliers may invited to attend ‘Meet the Buyer’ sessions, held on Monday 1st December and Tuesday 2nd December 2025 at Tai Tarian’s offices.

To register your interest in attending please email procurement@taitarian.co.uk. Please note that you must email procurement@taitarian.co.uk to register your interest in attending, no other method of registering will be accepted.

The deadline to register is 12PM Friday 21st November 2025.

The session will allow interested suppliers the opportunity to meet with Tai Tarian’s representatives to gain an understanding of our requirements.

For example, we are asking interested suppliers:

• How their proposal could bring benefit to Tai Tarian and our stakeholders.

• What makes a contract attractive to them.

• Their experience of undertaking similar contracts.

• Their experience both within and outside the Housing sector.

• Lessons learnt from previous contracts.

• Why they want to work with Tai Tarian.

• Innovative ways of working (doing things differently)

Please note that ‘Meet the Buyer’ sessions will only be carried out on specified days and that slots will be reserved by Suppliers on a first come first served basis. When all slots are filled, we will be unable to extend these sessions further. However, depending on the level of market interest, Tai Tarian reserves the right to reduce the number of interested Suppliers by using a questionnaire or another mechanism before opening slots, to ensure the best use of Tai Tarian resources by meeting relevant Suppliers over the specified period for the Meet the Buyer sessions. If this mechanism is used, then Tai Tarian will ensure equal treatment of all interested Suppliers and will share any relevant findings and information (when not commercially sensitive) from the Meet the Buyer sessions to all interested Suppliers.

Please note that recording an interest is voluntary and potential tenderers will not be advantaged or disadvantaged through participation in any ‘Meet the Buyer’ session and any discussions held will not form part of any formal tender process. Tai Tarian reserves the right to change its requirements prior to the Tender Notice being issued and this PME does not commit Tai Tarian to undertake any procurement process.

Due date

21 November 2025, 23:59PM

Has the engagement period already ended?

No

Submission

Publication date of tender notice (estimated)

15 December 2025

Coding

Commodity categories

ID Title Parent category
72000000 IT services: consulting, software development, Internet and support Computer and Related Services

Delivery locations

ID Description
1017 Bridgend and Neath Port Talbot

About the buyer

Main contact:
n/a
Admin contact:
n/a
Technical contact:
n/a
Other contact:
n/a

Further information

Date Details

Q&A

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