SCALE FACTORY LIMITED
AI Use Case Discovery & Delivery
AI Use Case Discovery & Delivery identifies high-value AI opportunities and delivers working implementations. We run stakeholder workshops to define use cases, assess feasibility, data readiness and compliance, then design solutions and build an initial implementation. We integrate with existing systems and establish secure foundations for repeatable delivery.
Features
- Discovery workshops to identify AI opportunities across business functions
- Data-driven opportunity mapping and use case definition
- Technical feasibility assessment for shortlisted use cases
- ROI and business impact assessment and prioritisation matrix
- Data readiness assessment including quality, accessibility and gap analysis
- Privacy, risk and compliance considerations for AI applications
- Architecture recommendations and integration approach for priority use cases
- Build and implement initial AI capability for selected use cases
- Validation, handover and guidance for operating and iterating solution
- Multi-cloud support across AWS, Azure, GCP and other platforms
Benefits
- Clear understanding of where AI can deliver value in organisation
- Prioritised AI initiatives based on effort, value and feasibility
- Improved confidence through data readiness and feasibility validation
- Reduced delivery risk through early consideration of privacy and compliance
- Faster progress from ideas to working implementation, not recommendations
- Practical architectures and integration plans aligned to existing systems
- Clear milestones and resourcing guidance to support delivery
- A working foundation to iterate towards production use cases
- Better alignment between business stakeholders, data and technical teams
- Outcomes aligned to organisational priorities and measurable impact
Business architect
| £300.00 |
|
| £500.00 |
|
| £750.00 |
|
| £1,000.00 |
|
Data architect
| £800.00 |
|
| £1,200.00 |
|
| £1,800.00 |
|
Enterprise architect
| £1,000.00 |
|
| £1,200.00 |
|
| £1,400.00 |
|
| £1,800.00 |
|
Network architect
| £800.00 |
|
| £1,200.00 |
|
| £1,800.00 |
|
Security architect
| £1,000.00 |
|
| £1,400.00 |
|
| £1,800.00 |
|
Solution architect
| £500.00 |
|
| £800.00 |
|
| £1,100.00 |
|
| £1,500.00 |
|
| £1,800.00 |
|
Technical architect
| £500.00 |
|
| £800.00 |
|
| £1,100.00 |
|
| £1,500.00 |
|
| £1,800.00 |
|
Chief information security officer
| £2,500.00 |
|
Chief technology officer
| £2,500.00 |
|
Data engineer
| £600.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
Machine learning engineer
| £1,000.00 |
|
| £1,500.00 |
|
Application operations engineer
| £400.00 |
|
| £600.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
Change and release manager
| £600.00 |
|
| £800.00 |
|
| £1,000.00 |
|
Command and control centre manager
| £500.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
Incident manager
| £800.00 |
|
| £1,000.00 |
|
Infrastructure engineer
| £500.00 |
|
| £700.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
Infrastructure operations engineer
| £500.00 |
|
| £700.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
Problem manager
| £600.00 |
|
| £1,000.00 |
|
Service desk manager
| £400.00 |
|
| £600.00 |
|
| £800.00 |
|
| £1,000.00 |
|
Business analyst
| £350.00 |
|
| £400.00 |
|
| £600.00 |
|
| £700.00 |
|
| £900.00 |
|
| £1,100.00 |
|
Delivery manager
| £500.00 |
|
| £650.00 |
|
| £850.00 |
|
| £1,100.00 |
|
Quality assurance testing (QAT) analyst
| £500.00 |
|
| £500.00 |
|
| £600.00 |
|
| £700.00 |
|
Test engineer
| £500.00 |
|
| £700.00 |
|
| £900.00 |
|
| £1,100.00 |
|
Test manager
| £900.00 |
|
| £1,500.00 |
|
Development operations (DevOps) engineer
| £400.00 |
|
| £500.00 |
|
| £800.00 |
|
| £900.00 |
|
| £1,100.00 |
|
| £1,100.00 |
|
| £1,200.00 |
|
| £1,300.00 |
|
| £1,500.00 |
|
Frontend developer
| £400.00 |
|
| £500.00 |
|
| £700.00 |
|
| £1,000.00 |
|
| £1,300.00 |
|
| £1,500.00 |
|
Software developer
| £400.00 |
|
| £500.00 |
|
| £700.00 |
|
| £900.00 |
|
| £900.00 |
|
| £1,200.00 |
|
| £1,200.00 |
|
| £1,500.00 |
|
| £1,500.00 |
|
Accessibility specialist
| £400.00 |
|
| £600.00 |
|
| £800.00 |
|
| £1,000.00 |
|
Standards and certifications
-
ISO/IEC 27001 certification
-
No
-
ISO 28000:2022 certification
-
No
-
ISO 9001 certification
-
No
-
Quality management systems (QMS)
-
No
-
CSA STAR certification
-
No
-
PCI certification
-
No
-
Cyber essentials
-
Yes
-
Cyber Essentials Certificate Number
-
7683ea60-ac20-4cf6-ab2e-1671547f868c
-
Cyber essentials plus
-
Yes
-
Cyber Essentials Plus Certificate Number
-
14f64a82-03a9-417f-b35d-c4c9d19552dc
-
Other security certifications
-
No
Social value
-
Mission: Break down barriers to opportunity
-
By reforming our childcare and education systems, to make sure there is no class ceiling on the ambitions of young people in Britain
Policy Outcome 6: Employment and training: For those who face barriers to employment
-
Understanding of employment and skills issues, and of the skills and employment shortages of high growth sectors relating to the contract
-
Creation of employment opportunities particularly for those who face barriers to employment, such as prison leavers, care leavers and/or who are located in deprived areas, and for people in industries with known skills shortages or in high growth sectors
-
Delivery of training schemes and programmes to address any identified skills gaps and under-representation in the workforce for the contract (e.g. prison leavers, care leavers, kinship carers, disabled people)
-
Advertising, promotional and outreach activities designed to raise awareness of the offer to reach the target cohort
-
Understanding of the issues affecting the representation of disabled people in the workforce in the market, industry or sector relevant to the contract, and in the supplier’s own organisation and those of its key sub-contractors
-
Collection of the views and expertise of disabled people and their representative organisations on successfully supporting disabled employees or applicants
-
Inclusive and accessible recruitment practices, and retention-focused activities, including those provided in the Guide for line managers on recruiting, managing and developing people with a disability or health condition
-
Introducing transparency to pay and reward processes
-
Offering a range of quality opportunities with routes of progression if appropriate, e.g. T Level industry placements, students supported into higher level apprenticeships.
-
Working conditions which promote an inclusive working environment and promote retention and progression
-
Other measures to provide equality of opportunity for disabled people and those with health conditions into employment, including becoming a Disability Confident employer and inclusion of supported businesses in the contract supply chain
-
Understanding of the issues affecting inequality in employment, skills and pay in the market, industry or sector relevant to the contract, and in the supplier’s own organisation and those of its key sub-contractors. Measures to tackle inequality in employment, skills and pay in the contract workforce
-
Inclusive and accessible development practices, including guidance for line managers on recruiting, managing and developing people with a disability or health condition
Service documents
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