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AI Lifecycle Optimiser
AI Lifecycle Optimiser
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: Click Visibility & Checks.
Step 2: Click Show Options.
Note: The AI Lifecycle Optimiser section will only be available if it has been enabled for participant access at the workspace level.
Step 3: Click and select the category in which you want to analyse your tool.
Risk and Governance - To assess, document, and protect AI with risk analysis, model cards and Adversarial Prompt Shield.
Transparency and Trust - To ensure privacy, establish terms of use, and clarify business cases.
Performance and Cost - To optimise model selection, calculate costs, and refine prompts for efficiency.
Step 4: To proceed with tool analysis, select an option from the category you chose.
Step 4a: Risk and Governance Category
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.
Step 4b: Transparency and Trust Category
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.
Step 4c: Performance and Cost Category
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 5: Click the selected option, and click Start Evaluation to begin the analysis.
Step 6: The process will continue till the report is ready to be launch.
Step 7: Click Launch Report.
Outcome: The report will be generated.
Step 8: Click Save to PDF to export the report in PDF format.
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