Five administrative tasks a social service agency can automate first
Five practical social service automation workflows, each with a small first version, example tool stack, setup recipe, synthetic input and output, human handoff, and trial measure.
Practical help with AI and automation for Singapore’s social sector
Clear guides and lessons to help social service teams use technology thoughtfully, save time and care for people well.
Practical ideas for everyday work
Clear, carefully reviewed guidance for social service teams using technology.
AI for Singapore Social Service Agencies: A Practical Implementation Guide
A step-by-step implementation guide for Singapore social service agencies choosing, governing, procuring, testing and measuring an AI pilot.
AI tools for social workers: eight everyday tasks they can help with
A practical guide to AI tools for social workers, with eight everyday uses, mini-workflows, named examples and a task-to-tool decision aid.
AI vendor due diligence for social service agencies: turn assurances into evidence
A vendor-neutral due diligence guide for Singapore social service agencies assessing AI data flows, retention, security, testing, change and exit.
Seven questions a social service agency board should ask before approving an AI use
A practical set of questions for Singapore charity and social service agency boards reviewing a proposed AI use or pilot.
Can I paste this into ChatGPT? A practical guide for social service agencies
A plain-language decision guide for Singapore social service agencies deciding what can go into a generative AI tool, what needs approval, and what should stay out.
20 useful ChatGPT prompts for social workers and programme teams
Twenty copyable ChatGPT prompts for social workers and programme teams, grouped around practical work and written with clear data boundaries.
Your first AI project should probably be boring
Choose a first AI project that builds judgement, good habits and practical governance while keeping risk manageable.
AI case notes that protect trust, judgement and client data
A practical guide to AI case-note workflows that protect client candour, practitioner judgement, multilingual accuracy and sensitive information.
Meaningful human oversight for AI in social services starts with a well-designed review job
A practical method for designing AI review work that preserves professional responsibility and gives staff a real chance to catch consequential errors.
From repetitive task to AI project brief: Tech-and-GO! tools and TSS
Turn one repetitive task into a practical AI project brief, with a baseline, provider questions, pilot measures, a stop rule and current NCSS route checks.
Run a 90-minute practical AI workshop for your social service team
Run a practical AI workshop for charity or social service staff using this 90-minute agenda, fictional source pack, prompts and review exercises.
Could a small tool make your team’s work lighter?
Tell me about a task that keeps taking time. We can look at it together and see whether a small volunteer project could help.
See how volunteer support works
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