The AI Lifecycle Optimiser analyses your tools and provides actionable recommendations on risk, transparency, and performance—helping you build secure, trusted, and efficient solutions.
Step 1: Under 3 Verify, click AI Lifecycle Optimiser.
Note: The AI Lifecycle Optimiser will only be available if the option has been enabled for participant access at the workspace level.
Step 2: Select an evaluation tool from one of the three categories:
Risk and Governance
Evaluate security vulnerabilities against global standards, automate model documentation, and defend against adversarial prompt attacks.
Risk Analysis Report - Instantly assess your AI application against ISO & OWASP standards to uncover security, ethical, and privacy vulnerabilities. Generate downloadable, stakeholder-ready reports with clear, actionable recommendations for mitigation.
Model Card Generator - Automatically generate comprehensive model cards from your tool's configuration. Instantly populate purpose, architecture, and data inputs, then complete key sections like Human Oversight and Evaluation Results for enhanced transparency in the report.
Adversarial Prompt Shield - Protect against malicious attacks through specially crafted user inputs. Our proactive defence mechanism provides complete security analysis records, giving full visibility into potential attacks and tool effectiveness.
Transparency and Trust
Generate compliant privacy policies, define clear user guidelines, and refine your application's underlying business blueprint for stronger structural and human-in-the-loop oversight.
Privacy Policy - Ensure your AI application adheres to data privacy regulations by automatically generating a comprehensive and compliant privacy policy. This tool helps you clearly outline data collection, usage, and sharing practices, building trust with users and stakeholders
Terms of use- Establish clear guidelines for the responsible use of your AI application with an auto-generated Terms of Use agreement. This ensures users understand their rights and responsibilities, protecting both your organisation and your users.
Business Case Blueprint - Use the Business Case Blueprint to ensure project clarity. It deconstructs your initial prompts to analyse the core business case. The more detailed your input, the better the analysis — use its feedback as a guide to refine your tool's foundation.
Performance and Cost
Evaluate model suitability, understand resource tradeoffs, and refine prompts to drive strategic efficiency
Model Recommender - Optimise AI model selection for efficiency and performance. Analyse specific needs and suggest suitable models based on accuracy, speed, and resource consumption, enabling informed decision-making for optimal results.
Costs Calculator - Gain clear insights into operational costs with detailed breakdowns of processing tokens. Compare costs among different language models. Enable better budget management and strategic cost optimisation across your AI operations.
Prompt Optimiser - Refine AI prompts for accuracy, efficiency, and safety. Analyse and suggest improvements that enhance responses, minimise resource usage, reduce processing time and costs whilst improving output quality and mitigating risks.
Step 3: Click Start Evaluation to begin the analysis.
Step 4: Wait while the system processes the analysis.
Step 5: Click Launch Report.
Outcome: The report will be generated.
Step 6: Click Save to PDF to export the generated.
Continue to 4 Deploy for instructions to continue creating your tool.