LEAN TREE LIMITED
AI Service Monitoring, Evaluation, and Continuous Improvement
Provide ongoing monitoring, evaluation and continuous improvement for AI services in production. We design telemetry, sample and evaluate outputs, manage incidents, maintain improvement backlogs and produce governance reporting to keep AI services safe and effective.
Features
- Monitoring and alerting design for AI services
- Evaluation framework for AI outputs and sampling
- Incident triage and coordination with buyer teams
- Problem management and RCA facilitation
- Continuous improvement backlog and prioritisation cadence
- Operational reporting for governance and service review
- Change support for prompts and configurations
- Evidence capture for audit and assurance
- Third-party coordination under buyer contracts
- Knowledge transfer for operational ownership
Benefits
- Improved visibility of AI services in production
- Earlier detection of output quality issues
- Structured continuous improvement for model performance
- Faster incident triage and problem resolution
- Clear audit evidence for governance
- Reduced risk from unmanaged prompt changes
- Improved coordination across teams and vendors
- Progressive uplift in AI operational maturity
- Handover to buyer teams for BAU ownership
- Operational metrics aligned to governance needs
Government Digital and Data Roles
Business architect
| £400.00 |
£350.00 |
| £550.00 |
£500.00 |
| £775.00 |
£700.00 |
| £900.00 |
£800.00 |
Data architect
| £775.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,250.00 |
£1,100.00 |
Enterprise architect
| £800.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
| £1,250.00 |
£1,100.00 |
Network architect
| £700.00 |
£625.00 |
| £800.00 |
£700.00 |
| £1,000.00 |
£875.00 |
Security architect
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
| £1,250.00 |
£1,100.00 |
Solution architect
| £600.00 |
£525.00 |
| £800.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
| £1,250.00 |
£1,100.00 |
Technical architect
| £600.00 |
£525.00 |
| £800.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
| £1,250.00 |
£1,100.00 |
Chief data officer
| £1,600.00 |
£1,400.00 |
Chief information security officer
| £1,600.00 |
£1,400.00 |
Chief technology officer
| £1,600.00 |
£1,400.00 |
Cyber security audit and assurance
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security governance and risk management
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security monitoring
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security incident response
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security vulnerability management
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security digital forensics
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security testing
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Cyber security secure design
| £600.00 |
£525.00 |
| £1,000.00 |
£875.00 |
| £1,350.00 |
£1,200.00 |
Analytics engineer
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Data analyst
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,100.00 |
£975.00 |
Data engineer
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Data ethicist
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Data governance manager
| £700.00 |
£625.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Data scientist
| £400.00 |
£350.00 |
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £1,250.00 |
£1,100.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Machine learning engineer
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
Performance analyst
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Application operations engineer
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Business relationship manager
| £775.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
Change and release manager
| £650.00 |
£575.00 |
| £775.00 |
£700.00 |
| £895.00 |
£800.00 |
Command and control centre manager
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £700.00 |
£625.00 |
| £1,250.00 |
£1,100.00 |
End user computing engineer
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
IT service manager
| £595.00 |
£525.00 |
| £775.00 |
£700.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
Incident manager
| £750.00 |
£675.00 |
| £950.00 |
£850.00 |
Infrastructure engineer
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Infrastructure operations engineer
| £600.00 |
£525.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Problem manager
| £500.00 |
£450.00 |
| £775.00 |
£700.00 |
Service desk manager
| £450.00 |
£400.00 |
| £595.00 |
£525.00 |
| £775.00 |
£700.00 |
| £900.00 |
£800.00 |
Service transition manager
| £500.00 |
£450.00 |
| £500.00 |
£450.00 |
| £775.00 |
£700.00 |
| £900.00 |
£800.00 |
Business analyst
| £295.00 |
£275.00 |
| £425.00 |
£375.00 |
| £625.00 |
£550.00 |
| £795.00 |
£700.00 |
| £900.00 |
£800.00 |
| £1,000.00 |
£875.00 |
Delivery manager
| £550.00 |
£500.00 |
| £775.00 |
£700.00 |
| £900.00 |
£800.00 |
| £1,000.00 |
£875.00 |
Digital portfolio manager
| £495.00 |
£450.00 |
| £775.00 |
£700.00 |
| £900.00 |
£800.00 |
| £1,100.00 |
£975.00 |
Product manager
| £550.00 |
£500.00 |
| £775.00 |
£700.00 |
| £850.00 |
£750.00 |
| £950.00 |
£850.00 |
| £1,100.00 |
£975.00 |
Programme delivery manager
| £1,100.00 |
£975.00 |
Service owner
| £950.00 |
£850.00 |
Quality assurance testing (QAT) analyst
| £495.00 |
£450.00 |
| £550.00 |
£500.00 |
| £725.00 |
£650.00 |
| £825.00 |
£725.00 |
Test engineer
| £495.00 |
£450.00 |
| £595.00 |
£525.00 |
| £795.00 |
£700.00 |
| £895.00 |
£800.00 |
Test manager
| £860.00 |
£775.00 |
| £950.00 |
£850.00 |
Development operations (DevOps) engineer
| £295.00 |
£275.00 |
| £475.00 |
£425.00 |
| £650.00 |
£575.00 |
| £850.00 |
£750.00 |
| £925.00 |
£825.00 |
| £1,100.00 |
£975.00 |
| £1,100.00 |
£975.00 |
| £1,350.00 |
£1,200.00 |
| £1,350.00 |
£1,200.00 |
Frontend developer
| £295.00 |
£275.00 |
| £450.00 |
£400.00 |
| £600.00 |
£525.00 |
| £795.00 |
£700.00 |
| £900.00 |
£800.00 |
| £1,000.00 |
£875.00 |
Software developer
| £295.00 |
£275.00 |
| £450.00 |
£400.00 |
| £600.00 |
£525.00 |
| £750.00 |
£675.00 |
| £795.00 |
£700.00 |
| £900.00 |
£800.00 |
| £950.00 |
£850.00 |
| £1,000.00 |
£875.00 |
| £1,100.00 |
£975.00 |
Accessibility specialist
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,250.00 |
£1,100.00 |
Content designer
| £600.00 |
£525.00 |
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Content strategist
| £700.00 |
£625.00 |
Graphic designer
| £600.00 |
£525.00 |
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Interaction designer
| £600.00 |
£525.00 |
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Service designer
| £600.00 |
£525.00 |
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Technical writer
| £700.00 |
£625.00 |
| £1,000.00 |
£875.00 |
User researcher
| £600.00 |
£525.00 |
| £400.00 |
£350.00 |
| £700.00 |
£625.00 |
| £850.00 |
£750.00 |
| £1,000.00 |
£875.00 |
| £1,250.00 |
£1,100.00 |
Standards and certifications
-
ISO/IEC 27001 certification
-
No
-
ISO 28000:2022 certification
-
No
-
ISO 9001 certification
-
No
-
Quality management systems (QMS)
-
Yes
-
CSA STAR certification
-
No
-
PCI certification
-
No
-
Cyber essentials
-
Yes
-
Cyber Essentials Certificate Number
-
526831bd-54c9-4669-bf75-d6eb1c0d6521
-
Cyber essentials plus
-
No
-
Cyber Essentials Alternative
-
You do not have a current and valid Cyber Essentials Plus certificate, or will not have in place within 12 months of the date of award but have an IASME certified equivalent.
-
Other security certifications
-
Yes
-
Any other security certifications
-
Cyber Assurance
Social value
-
Mission: Build an NHS fit for the future
-
That is there when people need it; with fewer lives lost to the biggest killers; in a fairer Britain, where everyone lives well for longer.
Policy Outcome 8: Increasing productivity through physical and mental wellbeing: In the supply chain and communities in the relevant area.
-
Understanding of issues relating to health and wellbeing, including physical and mental health, in the contract workforce
-
Understanding barriers to access to health and social care services or employment opportunities e.g. digital inclusion
-
Inclusive and accessible recruitment practices, development practices and retention policies that support-focused activities including those provided in the Guide for line managers on recruiting, managing and developing which support people with a disability or health condition
-
Actions to invest in the physical and mental health and wellbeing of the contract workforce
Service documents
Request an accessible format
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email the supplier at
bidteam@leantree.co.uk.
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