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DATA, ANALYTICS & AI DELIVERY

Your extended Data, Analytics & AI team

Aiphet helps organisations turn data and AI opportunities into working capabilities.

We work alongside your teams from discovery and strategy through design, delivery and adoption — building the platforms, products and intelligent systems that move your business forward.

End-to-end delivery
Built around your business
From strategy to operation

Business opportunity

01

Opportunity and use-case definition aligned to business outcomes.

Data foundations

Platform architecture

Integration, quality and governance

Analytics products

Reporting, metrics and decision support

Operational data products

AI systems

LLM applications and intelligent assistants
Model evaluation and operational readiness

Delivery roadmap

Discovery · scope · plan
Build · integrate · deploy
Operate · improve · scale

DATA-ORIENTED TRANSFORMATION

From opportunity to operational capability

Digital transformation works when strategy, processes, data and technology move together. Aiphet helps define the opportunity, lead the transformation and build capabilities your teams can operate and evolve.

Whether you are modernising a data estate, launching an analytics product, embedding AI into operations or strengthening data culture, we take responsibility from first question to production.

WHAT WE DELIVER

Capabilities for data-driven organisations

We combine business understanding, delivery leadership and technical depth to deliver complete initiatives — or strengthen the areas where your team needs senior capability most.

Data Strategy, Transformation & Delivery

Define where data and AI can create value, turn ambition into a practical roadmap and lead delivery from discovery through adoption.

  • Data and AI strategy
  • Discovery workshops and use-case prioritisation
  • Data maturity and operating-model assessment
  • Data-oriented digital transformation
  • Transformation roadmaps and investment cases
  • Technical programme and delivery leadership

Data Platforms, Engineering & Governance

Design and build reliable, scalable foundations for trusted data — from architecture and modelling to platforms, pipelines, governance and operations.

  • Enterprise and domain data architecture
  • Data warehousing and dimensional modelling
  • Data lakes and lakehouse platforms
  • Data ingestion, integration and transformation
  • Data quality, lineage, metadata and access control
  • Platform observability, operations and governance

Analytics, Data Products & Decision Support

Turn data into useful products that improve visibility, consistency and day-to-day decision-making.

  • BI, dashboards and executive reporting
  • Semantic layers and metric governance
  • Operational analytics and performance management
  • Embedded analytics and customer-facing data products
  • Data visualisation and information design
  • Adoption, enablement and continuous improvement
Abstract engineering illustration showing analytics, governed metrics, data products and AI services connected through a shared data platform.

Applied AI, ML & Intelligent Systems

Design, build and operate AI capabilities grounded in reliable data and real business needs.

  • Data science and machine-learning solutions
  • Forecasting, optimisation, classification and decision support
  • LLM applications, RAG systems and intelligent assistants
  • AI integration into business processes and digital products
  • Evaluation frameworks for models and LLM outputs
  • MLOps, model serving, monitoring and lifecycle management

AI Assurance, Governance & Compliance

Assess and strengthen the controls that make AI systems more trustworthy, accountable and ready for scrutiny.

  • AI Act readiness assessments
  • Trustworthy AI evaluation
  • Model, LLM and RAG assurance
  • AI governance operating models
  • GDPR and privacy by design
  • Documentation, monitoring and audit readiness

HOW WE ENGAGE

End-to-end, or where you need us most

Every organisation starts in a different place. Some need to clarify the opportunity; others need a partner to lead delivery, modernise an existing capability or add senior expertise to a team already in motion.

Data-oriented transformation

Data-oriented transformation

Define and direct the transition toward more data-driven processes, decisions, technology platforms and operating models.

Turnkey project delivery

Turnkey project delivery

Design, build, deploy and support a complete data, analytics or AI initiative from discovery through adoption.

Extended delivery team

Extended delivery team

Add senior capability in programme delivery, architecture, engineering, analytics, ML or AI governance to an initiative already in motion.

Audit and improvement

Audit and improvement

Assess an existing data platform, analytics product or AI system and define a practical, prioritised improvement plan.

HOW WE WORK

From first conversation to lasting capability

We combine business discovery, technical design and hands-on delivery in one accountable team.

1

Understand

Align on business context, decision points, current systems, stakeholders, constraints and desired outcomes.

2

Shape

Define priority use cases, delivery scope, architecture principles, roadmap, responsibilities, risks and measures of success.

3

Deliver

Design and build the data platform, pipelines, analytics products, models and integrations required to bring the initiative into operation.

4

Operationalise

Establish documentation, quality controls, monitoring, access models and operating practices for dependable use.

5

Enable

Support adoption, transfer knowledge and establish clear ownership with your teams.

6

Evolve

Improve, extend and scale the capability as business needs, data and priorities change.

AI ASSURANCE

AI you can explain, govern and defend

We help organisations assess AI risk, establish accountable operating controls and create the technical evidence needed to support alignment with the EU AI Act and GDPR.

Technical, operational and documentation support. Legal interpretation and final compliance obligations remain the responsibility of the relevant organisation and its legal advisers.

AI Act readiness assessments
Trustworthy AI evaluation
Model, LLM and RAG assurance
AI governance operating models
GDPR and privacy by design
Documentation, monitoring and audit readiness

AI Assurance Layer

Traceability, oversight and evidence in every stage

Data

Trusted inputs, lineage and quality checks

Model

Robust architecture, testing and version control

Evaluation

Performance, bias and uncertainty assessment

Governance

Policies, roles and review controls

Monitoring

Operational tracking, alerts and evidence capture

Evidence

Documentation for audits and alignment reviews

Human oversight and operational controls

Assurance is built around governance, human review and documented decision paths — not just model outputs.

WHERE WE WORK

Experience across data-intensive environments

Our approach is designed for organisations where reliable data, accountable systems and operational adoption matter.

Healthcare & life sciences

Clinical and patient-centred data, decision support, traceability and AI assurance in regulated environments.

Industry & operations

Integrated operational data, performance visibility, quality controls and decision support for complex processes.

Digital products & services

Data platforms, analytics products, reporting foundations and applied AI capabilities for evolving digital services.

ABOUT AIPHET

Senior capability, focused on delivery

Aiphet is an independent end-to-end Data, Analytics & AI consultancy. We work as an extended client capability for organisations that need to move from digital ambition to operational results.

What we do

Our team combines business understanding, transformation leadership, project delivery and technical implementation. We take responsibility for the work required to turn an opportunity into a practical, maintainable capability.

How we work with you

We are independent, technology-aware and focused on delivering capabilities your organisation can use, operate and build upon.

Start with your business context, not a fixed technology stack.

Deliver practical outcomes with senior expertise and clear ownership.

Build solutions that are maintainable, extensible and operationally ready.

START A CONVERSATION

Bring us your next data or AI challenge

Tell us what you are trying to improve, build, modernise or govern. Whether you need a complete delivery partner, additional senior capability or an independent assessment, we will help you identify a practical next step.

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