{ "@context": "https://schema.org", "@type": "HowTo", "name": "How to run an AI-powered performance review workflow", "description": "Use this workflow to collect employee and manager reflections, summarise responses with AI, prepare both sides for the review, schedule the meeting automatically, and turn the outcome into a shared action plan.", "step": [ { "@type": "HowToStep", "position": 1, "name": "Employee reflection", "text": "Employees complete a structured form on outcomes, strengths and impact." }, { "@type": "HowToStep", "position": 2, "name": "AI summary", "text": "AI analyses responses and produces a clear summary for managers." }, { "@type": "HowToStep", "position": 3, "name": "Manager reflection", "text": "Managers answer aligned questions to create a shared context." }, { "@type": "HowToStep", "position": 4, "name": "Shared preparation", "text": "AI merges both views, shows alignment and gaps, and suggests topics for discussion." }, { "@type": "HowToStep", "position": 5, "name": "Automated scheduling", "text": "Calendars are checked and the performance review meeting is booked automatically." }, { "@type": "HowToStep", "position": 6, "name": "Meeting notes and summary", "text": "Agreements and actions are captured and turned into a shared roadmap." } ] }
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Designed from an industry perspective by Matilda Kinghed at Recommended By, this template automates the mechanics while keeping people at the centre. It follows HR best practice to create clarity, collaboration and consistency. Clear communication sets intent. Structured forms prompt useful reflections. AI highlights themes, aligns perspectives and prepares a discussion agenda. Scheduling is handled for you, and the outcome becomes a shared plan, not just a completed form. Use it as a repeatable cycle that builds capability, consistency and trust across teams.
If you want support adapting the template to your organisation’s needs, Matilda also works directly with HR teams to tailor workflows and embed best practice in real-world contexts.
This template was created by Matilda Kinghed, People and Digital Enablement Consultant at Recommended By. It captures industry best practice and people first design, then uses automation to scale what works. Share and showcase with credit to Matilda and Recommended By.
Matilda Kinghed is a People and Digital Enablement Consultant at Recommended by, specialising in leadership alignment, culture design and behaviour-based ways of working. She helps organisations build the clarity and collaboration needed for sustainable AI and automation adoption.
Recommended by works at the intersection of People & Culture, leadership and organisational development. We help organisations strengthen the behaviours, clarity and ways of working required to adopt AI and automation sustainably.

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