nonprofit challenge

The Water Challenge 2026

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.

Dates: 17 Oct 2026
Where: Toronto
Format: in person
Teams: 11

Organized by WaterAid Canada × The AI Fellowship × SOON × TMU. Full record: rubric, sources and results.Organizado por WaterAid Canada × The AI Fellowship × SOON × TMU. Registro completo: rúbrica, fuentes y resultados.

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.

8 Oct 2026	Teams introduced; teammates meet to review the ten briefs
12 Oct 2026	Each team submits its chosen challenge
17 Oct 2026	Event day. Team Brief editable until 08:30 Toronto time

Rules that change your plan

Rule	What to do about it
Each track weights the same six criteria differently.	Read your track's weights first: Track A rewards adoption (25%), Track B mission impact (30%), Track C architecture (30%).
Craft & Communication is worth 5% in every track.	Spend the day on the system, the review step and the cost case, not on slides.
Governance & Human-in-the-Loop is 15% in every track.	Show where a person reviews the output and how errors are caught, inside the demo.
Every brief asks for costs and limits.	Bring a running-cost estimate and say plainly what the tool cannot do.
Track B assumes patchy connectivity and few technicians.	Design for offline and low-skill use from the start.
A finished system is not expected.	A working slice plus tested assumptions beats a broad, untested mock-up.

How it is judged

Criterion	Track A · Organizational Capability	Track B · Field Systems & Service Delivery	Track C · Systems Blueprint
Mission Impact Real-world or social impact, practical utility.	20%	30%	25%
Architectural Soundness Advanced technical knowledge and difficulty.	20%	15%	30%
Feasibility Answers the stated challenge; complete, feasible and usable (NASA Space Apps 'Relevance').	25%	25%	10%
Governance & Human-in-the-Loop Shows which decisions stay with people, where a person checks the work and how mistakes get caught.	15%	15%	15%
Economic Durability What it costs to build and run, who pays after the pilot, and whether that is less than what it saves.	15%	10%	15%
Craft & Communication Narrative, pitch delivery and demo storyline.	5%	5%	5%

Judges. The organizer says promising work will be reviewed by the WaterAid staff responsible for that area of work and its future direction.

The six judging areas are the same for every track; each track weights them differently (see tracks). Presentation polish is worth 5% everywhere.

Challenges

Brief	Challenge	Track	Level
A1	Donation Reconciliation Assistant 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	Track A · Organizational Capability	advanced
A2	Grant and Foundation Prospecting 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	Track A · Organizational Capability	foundation
A3	Intelligent Reporting and Dashboard Narratives 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	Track A · Organizational Capability	foundation
A4	Personalised Stewardship from CRM 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	Track A · Organizational Capability	intermediate
A5	Due Diligence Agent for Ethical Partnerships 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	Track A · Organizational Capability	advanced
A6	Proposal and Grant Compliance Assistant 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	Track A · Organizational Capability	advanced
A8	Executive Intelligence and Thought Leadership Dashboard 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	Track A · Organizational Capability	intermediate
A9	Measuring Influence 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	Track A · Organizational Capability	advanced
B1	Kijana District: Rural Water Security 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	Track B · Field Systems & Service Delivery	advanced
C1	Reimagining an AI-Enabled WaterAid Canada 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	Track C · Systems Blueprint	advanced

What to hand in

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

What the corpus says

No confirmed winners from other events of this kind yet. Treat patterns from other kinds of event as weak priors.Aún no hay ganadores confirmados de otros eventos de este tipo. Toma los patrones de otros tipos de evento como referencias débiles.

Plan it with the harness

CrafterWIKI's planner runs these steps in order. The event's rules decide how far you may go before it starts.

Recon: rules, rubric, judges, prizes · before the event
Patterns from past winners · before the event
Problems and angles · before the event
Gate 1: judge panel · before the event
Demo script and pitch · before the event
Gate 2: team approval · before the event
Architecture · at the event
Build plan · at the event

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.

/hack-plan wateraid-water-challenge-2026

How the planner works →

Ask the 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?

Sources

https://theaifellowship.ca/c/wateraid · official event page · retrieved 2026-10-12 — Date, the three tracks, ten challenges, team and choice timeline, what a good result looks like.
https://theaifellowship.ca/c/wateraid/deliverables-judging · official event page · retrieved 2026-10-12 — Six judging criteria and their weights per track.
https://theaifellowship.ca/c/wateraid/challenges · official event page · retrieved 2026-10-12 — The ten briefs: summaries, difficulty and deliverables.
https://theaifellowship.ca/c/wateraid/tracks · official event page · retrieved 2026-10-12