{"slug":"wateraid-water-challenge-2026","name":"The Water Challenge","edition":"2026","year":2026,"organizer":"WaterAid Canada × The AI Fellowship × SOON × TMU","kind":"nonprofit-challenge","format":"in-person","format_note":"The overview speaks of meeting the people beside you on the day; the challenge pages do not name a venue.","region":"North America","countries":["CA"],"city":"Toronto","venue":null,"start_date":"2026-10-17","end_date":"2026-10-17","duration_hours":null,"participants":null,"teams":11,"team_size":null,"theme":"Ten problems written by WaterAid Canada staff; each team picks one","tracks":[{"id":"a","name":"Track A · Organizational Capability","description":"Tools for WaterAid Canada's fundraising, finance, partnerships, knowledge, analysis and public engagement. The judges' recurring question: would the team actually use this three months from now?","criteria":[{"lens":"impact","label":"Mission Impact","weight":20,"description":"Whether the benefit reaches water and sanitation work instead of stopping at the office."},{"lens":"technical-depth","label":"Architectural Soundness","weight":20,"description":"A real system with data moving between real parts, not a prompt in a wrapper."},{"lens":"challenge-relevance","label":"Feasibility & Adoption","weight":25,"description":"Fits their systems, team size and budget. Highest weight in this track."},{"lens":"human-oversight","label":"Governance & Human-in-the-Loop","weight":15,"description":"Who decides, where a person checks the work, how mistakes get caught."},{"lens":"cost-sustainability","label":"Economic Durability","weight":15,"description":"Running cost against what it saves."},{"lens":"storytelling-pitch","label":"Craft & Communication","weight":5,"description":"A demo judges can follow and a story that lands in five minutes."}]},{"id":"b","name":"Track B · Field Systems & Service Delivery","description":"Rural water services, explored through a fictional district case. The test: does it still work with patchy phone signal, few technicians and a tight budget?","criteria":[{"lens":"impact","label":"Mission Impact","weight":30,"description":"More water points working, more of the time. Highest weight in this track."},{"lens":"technical-depth","label":"Architectural Soundness","weight":15,"description":"What happens when the network drops."},{"lens":"challenge-relevance","label":"Feasibility in Low-Resource Settings","weight":25,"description":"Built for about 80% mobile coverage, few technicians and no data team."},{"lens":"human-oversight","label":"Governance & Human-in-the-Loop","weight":15,"description":"Supports local staff and community committees rather than replacing them."},{"lens":"cost-sustainability","label":"Economic Durability","weight":10,"description":"Cost per water point per year, and who pays when pilot money ends."},{"lens":"storytelling-pitch","label":"Craft & Communication","weight":5,"description":"A demo judges can follow and a story that lands in five minutes."}]},{"id":"c","name":"Track C · Systems Blueprint","description":"The whole Canadian organization redesigned around AI, judged as a plan plus one component that actually works.","criteria":[{"lens":"impact","label":"Mission Impact","weight":25,"description":"How much more the organization can do without hiring more."},{"lens":"technical-depth","label":"Architectural Soundness","weight":30,"description":"One joined-up design, not a list of tools. Highest weight in this track."},{"lens":"challenge-relevance","label":"Feasibility","weight":10,"description":"Where to start and what comes next. Lowest weight on purpose: think big."},{"lens":"human-oversight","label":"Governance & Human-in-the-Loop","weight":15,"description":"Which decisions stay with people, and why."},{"lens":"cost-sustainability","label":"Economic Durability","weight":15,"description":"Build cost, running cost, and what a charity board would accept."},{"lens":"storytelling-pitch","label":"Craft & Communication","weight":5,"description":"Whether a CEO without technical background could follow it."}]}],"challenges":[{"id":"A1","track":"a","level":"advanced","title":"Donation Reconciliation Assistant","summary":"Match donation records across payment, finance and bank systems, investigate the differences and draft reconciliation summaries for staff review.","deliverables":["Working demo on synthetic transactions with an answer key","Data-flow diagram, review screen and a sample summary","Matching accuracy, unresolved items and review effort","Costs, volume assumptions and break-even point","Five-minute presentation of the use and its limits"]},{"id":"A2","track":"a","level":"foundation","title":"Grant and Foundation Prospecting","summary":"Spot new funding opportunities, score their fit with WaterAid Canada's priorities and flag deadlines.","deliverables":["Working demo on public funding information","Explicit fit criteria and a ranked list with source-linked notes","Staff feedback method, source-update plan and running costs","Five-minute presentation of the quality and limits of the recommendations"]},{"id":"A3","track":"a","level":"foundation","title":"Intelligent Reporting and Dashboard Narratives","summary":"Draft plain-language explanations of fundraising, donor and operating data for staff, leadership and the board.","deliverables":["Drafts for staff, leadership and board audiences","Visible links from key statements to source data and calculations","Examples of handling uncertainty and misleading trends","Cost estimate and a five-minute presentation of the review workflow"]},{"id":"A4","track":"a","level":"intermediate","title":"Personalised Stewardship from CRM","summary":"Surface relevant donor history and suggest the next step, so a small fundraising team can keep personal relationships at scale.","deliverables":["Demo on synthetic donor records with sample drafts","Review workflow showing sources, preferences and follow-up tasks","Privacy approach and a cost estimate that includes staff review","Five-minute presentation of the benefit and limits"]},{"id":"A5","track":"a","level":"advanced","title":"Due Diligence Agent for Ethical Partnerships","summary":"Research prospective partners from public sources, present the evidence clearly and raise questions for a human reviewer.","deliverables":["Demo across cases of varying evidence quality","Sample assessment file linking findings to sources and criteria","Review workflow, uncertainty approach and cost estimate","Five-minute presentation of what the tool can and cannot establish"]},{"id":"A6","track":"a","level":"advanced","title":"Proposal and Grant Compliance Assistant","summary":"Help staff meet funder requirements, strengthen proposal drafts and track obligations over the life of a grant.","deliverables":["Working demo for proposal support, grant management or a defined link between them","Source-linked critique, obligation summary, schedule or compliance dashboard","Staff review, test results and cost assumptions","Five-minute presentation of the chosen scope and limits"]},{"id":"A8","track":"a","level":"intermediate","title":"Executive Intelligence and Thought Leadership Dashboard","summary":"Produce a weekly briefing that ties outside developments to the organization's strategic and communications priorities.","deliverables":["A complete weekly briefing","Source and prioritization criteria with included and excluded examples","Sample communications drafts, a review process and costs","Five-minute presentation of the intended reader and decisions"]},{"id":"A9","track":"a","level":"advanced","title":"Measuring Influence","summary":"Track how policy conversations change, find openings, and assess the organization's contribution within collective efforts.","deliverables":["Demo on a defined historical or current policy question","Sourced timeline, framing analysis or map of public actors","Method, alternative explanations and limitations","Forward-looking recommendation, cost estimate and five-minute presentation"]},{"id":"B1","track":"b","level":"advanced","title":"Kijana District: Rural Water Security","summary":"Keep rural water services running in a fictional district, working through local institutions and community decision-making.","deliverables":["Working demo or simulation on the fictional scenario","System map of users, responsibilities, data and links to existing functions","Connectivity, equity, maintenance and financing approaches with costs","Five-minute presentation of likely uses and what needs field validation"]},{"id":"C1","track":"c","level":"advanced","title":"Reimagining an AI-Enabled WaterAid Canada","summary":"A practical five-to-ten-year vision of AI across the organization, with one component demonstrated.","deliverables":["Blueprint of functions, shared capabilities and human responsibilities","Phased roadmap with dependencies, pilot criteria and investment assumptions","One working component showing the user benefit","Five-minute presentation leadership can assess without specialist knowledge"]}],"timeline":[{"date":"2026-10-08","what":"Teams introduced; teammates meet to review the ten briefs"},{"date":"2026-10-12","what":"Each team submits its chosen challenge"},{"date":"2026-10-17","what":"Event day. Team Brief editable until 08:30 Toronto time"}],"prizes":[],"judging":{"criteria":[{"lens":"impact","label":"Mission Impact","description":"Weighted 20–30% depending on the track."},{"lens":"technical-depth","label":"Architectural Soundness","description":"Weighted 15–30%."},{"lens":"challenge-relevance","label":"Feasibility","description":"Weighted 10–25%; named Feasibility & Adoption in Track A and Feasibility in Low-Resource Settings in Track B."},{"lens":"human-oversight","label":"Governance & Human-in-the-Loop","description":"Weighted 15% in every track."},{"lens":"cost-sustainability","label":"Economic Durability","description":"Weighted 10–15%."},{"lens":"storytelling-pitch","label":"Craft & Communication","description":"Weighted 5% in every track."}],"judge_profile_summary":"The organizer says promising work will be reviewed by the WaterAid staff responsible for that area of work and its future direction.","judges":[],"notes":"The six judging areas are the same for every track; each track weights them differently (see tracks). Presentation polish is worth 5% everywhere."},"required_tech":[],"sponsors":[],"submission_requirements":["One challenge per team, chosen from the ten briefs by Monday, October 12; several teams may take the same brief","Team Brief on the challenge page, editable until 08:30 Toronto time on October 17","Per-challenge deliverables listed in each brief; every brief ends with a five-minute presentation","A finished system is not expected: a prototype, a tested assumption or a new approach counts"],"results_status":"upcoming","roster_coverage":"none","entries":[],"organizer_takeaways":[],"guide":{"summary":"A one-day build for a real charity. Judges are asking whether WaterAid Canada could adopt the result, so feasibility, oversight and cost carry as much weight as the demo.","before_the_event":"Teams meet before the day to read all ten briefs and agree on one. Research, questions for the WaterAid mentor and the Team Brief can be prepared in advance.","rules":[{"rule":"Each track weights the same six criteria differently.","effect":"Read your track's weights first: Track A rewards adoption (25%), Track B mission impact (30%), Track C architecture (30%)."},{"rule":"Craft & Communication is worth 5% in every track.","effect":"Spend the day on the system, the review step and the cost case, not on slides."},{"rule":"Governance & Human-in-the-Loop is 15% in every track.","effect":"Show where a person reviews the output and how errors are caught, inside the demo."},{"rule":"Every brief asks for costs and limits.","effect":"Bring a running-cost estimate and say plainly what the tool cannot do."},{"rule":"Track B assumes patchy connectivity and few technicians.","effect":"Design for offline and low-skill use from the start."},{"rule":"A finished system is not expected.","effect":"A working slice plus tested assumptions beats a broad, untested mock-up."}],"ask_organizers":["Is code written before the day allowed, or only research and planning?","Which sample or synthetic data will be provided on the day?","How long is each team's presentation slot, and who is in the room?"],"harness_stop":"architecture","harness_note":"Run recon, patterns, angles, the judge gate and the demo script before the day. Leave architecture and building for the event unless the organizers confirm pre-written code is allowed."},"sources":[{"url":"https://theaifellowship.ca/c/wateraid","kind":"official-event-page","retrieved_at":"2026-10-12","note":"Date, the three tracks, ten challenges, team and choice timeline, what a good result looks like."},{"url":"https://theaifellowship.ca/c/wateraid/deliverables-judging","kind":"official-event-page","retrieved_at":"2026-10-12","note":"Six judging criteria and their weights per track."},{"url":"https://theaifellowship.ca/c/wateraid/challenges","kind":"official-event-page","retrieved_at":"2026-10-12","note":"The ten briefs: summaries, difficulty and deliverables."},{"url":"https://theaifellowship.ca/c/wateraid/tracks","kind":"official-event-page","retrieved_at":"2026-10-12"}],"curator_notes":"Paraphrased from the organizer's challenge site. Team names and which team chose which brief are left out on purpose. The first event of the nonprofit-challenge kind in the corpus, so there are no same-kind winners to learn from yet."}