Social Tech Guild Insights

Social Tech Guild InsightsClear guides and lessons to help social service teams use technology thoughtfully, save time and care for people well.https://www.socialtechguild.com/insights2026-08-23T00:00:00ZFive administrative tasks a social service agency can automate firsthttps://www.socialtechguild.com/insights/administrative-tasks-social-service-agencies-can-automate2026-08-23T00:00:00Z

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.

AI for Singapore Social Service Agencies: A Practical Implementation Guidehttps://www.socialtechguild.com/insights/ai-implementation-guide-social-service-agencies-singapore2026-08-23T00:00:00Z

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 withhttps://www.socialtechguild.com/insights/ai-tools-for-social-workers2026-08-23T00:00:00Z

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 evidencehttps://www.socialtechguild.com/insights/ai-vendor-due-diligence-social-service-agencies2026-08-23T00:00:00Z

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 usehttps://www.socialtechguild.com/insights/board-questions-before-approving-ai2026-08-23T00:00:00Z

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 agencieshttps://www.socialtechguild.com/insights/can-i-paste-this-into-chatgpt2026-08-23T00:00:00Z

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 teamshttps://www.socialtechguild.com/insights/chatgpt-prompts-for-social-workers2026-08-23T00:00:00Z

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 boringhttps://www.socialtechguild.com/insights/first-ai-project-should-be-boring2026-08-23T00:00:00Z

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 datahttps://www.socialtechguild.com/insights/hard-part-ai-case-notes2026-08-23T00:00:00Z

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 jobhttps://www.socialtechguild.com/insights/meaningful-human-oversight-ai-social-services2026-08-23T00:00:00Z

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 TSShttps://www.socialtechguild.com/insights/ncss-tech-and-go-ai-project-guide2026-08-23T00:00:00Z

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 teamhttps://www.socialtechguild.com/insights/practical-ai-workshop-social-service-team2026-08-23T00:00:00Z

Run a practical AI workshop for charity or social service staff using this 90-minute agenda, fictional source pack, prompts and review exercises.