Search merx climate-risk-assessment-and-climate-adaptation-plan|city-of-chilliwack
Climate Risk Assessment and Climate Adaptation Plan
Closes in 28 days 23 Sep 2026 00:00 UTC
IT fit 75 Climate risk assessment involves data analysis and possibly GIS, which fits IT skills.
AI workability
Effort & value
673 h AI · 327 h human · 1,000 h total
Deliverable mix
agent · assisted · human
Dates
20 Aug
20 Aug
23 Sep
23 Sep
31 Dec
AI can perform the majority of the analytical, mapping, and drafting work, but stakeholder engagement, local context, and final compliance approval require meaningful human involvement.
Bid call: MAYBE AI can handle the majority of the analytical and drafting work, making this project technically AI-workable. However, the source documents are very thin, no evaluation criteria are available, and the shop lacks municipal climate planning references. Success depends on human facilitation, FCM compliance expertise, and possibly a local partner.
| Deliverable | Mode | AI share | Hours | Notes |
|---|---|---|---|---|
|
Climate Data Collection and Hazard Analysis
Gather and analyze historical and projected climate data for Chilliwack; identify relevant hazards such as flooding, wildfire, heat, and extreme weather. |
ai agent | 90% | 250 | AI agents can automate data retrieval, cleaning, statistical analysis, and scenario modeling; human review is needed to validate local context and assumptions. |
|
GIS Vulnerability and Risk Mapping
Produce maps overlaying climate hazards with municipal assets, infrastructure, and population data. |
ai agent | 85% | 150 | AI can generate GIS layers, cartographic outputs, and risk overlays; human verification is required for asset data accuracy and interpretation. |
|
Climate Adaptation Plan Drafting
Develop adaptation goals, actions, priorities, and an implementation roadmap for the City of Chilliwack. |
ai assisted | 70% | 300 | AI drafts strategies and plan text; human planners must shape priorities, costs, feasibility, and political acceptability. |
|
FCM GMF CRPP Alignment and Reporting
Ensure all deliverables align with Federation of Canadian Municipalities Green Municipal Fund Climate-Ready Plans and Processes requirements and prepare supporting reports. |
ai assisted | 75% | 100 | AI can map requirements to deliverables and draft compliance reports; a human expert must confirm final alignment. |
|
Stakeholder Engagement and Workshops
Facilitate workshops, interviews, and public engagement sessions with City staff, council, and community stakeholders. |
human only | 10% | 150 | Requires in-person facilitation, trust-building, and local relationship management; AI can only assist with notes and summaries. |
|
Project Management and Client Liaison
Manage schedule, budget, communications, quality control, and client reporting. |
ai assisted | 40% | 50 | AI can track tasks and draft status updates, but a human must own the client relationship and accountability. |
Risks
-
high
FCM CRPP compliance complexity may be underestimated due to thin source documents.
Mitigation: Dedicate a human expert to FCM requirements and use AI to continuously track alignment. -
medium
Stakeholder engagement expectations are unknown and may require significant onsite presence.
Mitigation: Clarify engagement scope before bidding and budget for in-person workshops in Chilliwack. -
medium
Municipal data availability and quality may limit AI analysis and mapping.
Mitigation: Conduct an early data audit and use open data sources where municipal data is incomplete. -
medium
Small shop lacks municipal climate planning references, which may affect bid competitiveness.
Mitigation: Emphasize AI-driven efficiency and consider partnering with a local climate consultant for credibility. -
medium
Source documents are extremely thin, increasing uncertainty in scope and pricing.
Mitigation: Request clarification or submit a bid conditioned on a scoping workshop.
Human roles needed
- Stakeholder Facilitator · 41% — In-person workshops, public engagement, and relationship building cannot be done by AI agents.
- Climate Planner / Reviewer · 50% — Professional judgment, local context, and final approval of adaptation strategies and FCM compliance require human expertise.
- Project Manager / Client Liaison · 9% — Client accountability, contract management, and senior relationship ownership must be human.
Why not more AI
- Cannot facilitate in-person stakeholder workshops or public engagement sessions.
- Cannot provide professional certification, legal sign-off, or formal municipal approval.
- Cannot fully interpret local political context, community values, or council priorities.
- Requires high-quality local data and human-validated assumptions to produce reliable climate risk outputs.
- Cannot guarantee FCM GMF CRPP acceptance without human expert review.
Suggested delivery stack
- Python/R with climate data libraries (e.g., xarray, climate indices) for hazard and scenario analysis.
- QGIS/GDAL for GIS mapping, spatial analysis, and cartographic outputs.
- LLM-based document drafting and summarization tools with human review for plan and report generation.
- Version-controlled report generation (Markdown/LaTeX to PDF) for reproducible deliverables.
- Project tracking and collaboration tools (e.g., Notion, Jira) for AI-assisted project management.
Requirements & compliance (2)
| Ref | Requirement | Kind | Compliance |
|---|---|---|---|
| Description | The resulting deliverables must strictly align with the requirements and guidelines of the Federation of Canadian Municipalities (FCM) Green Municipal Fund (GMF) Climate-Ready Plans and Processes (CRPP) funding program. AI can support alignment by ingesting FCM guidelines and mapping them to deliverables, but human expert review is required for final compliance. |
mandatory | met |
| Description | The Project must be completed by December 31, 2028. The timeline is feasible; AI acceleration of analysis and drafting reduces schedule risk. |
mandatory | met |
Evaluation criteria & key dates
- Not specified · N/A — No evaluation criteria were provided in the available documents; pricing, compliance, and demonstrated experience are likely key factors.
- 2026-08-20 — Publication
- 2026-09-23 — Closing Date
- 2028-12-31 — Project Completion Deadline
Assumptions & gaps
Assumptions
- FCM GMF CRPP guidelines are publicly available and can be ingested by AI tools.
- The City of Chilliwack will provide or point to relevant GIS, asset, and climate data.
- No security clearance or physical installation work is required.
- Some stakeholder workshops will be held in person in Chilliwack.
- Final deliverables require human professional review but no P.Eng. stamp unless explicitly required.
Gaps in source documents
- No detailed scope of work or evaluation criteria were provided.
- No budget or pricing structure is available.
- No information on the expected number or format of stakeholder engagement sessions.
- No confirmation of data availability, formats, or municipal GIS systems.
- No indication of whether professional certification or third-party review is required.
- Source documents are extremely thin, consisting only of the title and one-line description.
Deep read covered 1 captured document.
Draft proposal
Generate a first-draft bid response from the AI-workability dossier — approach per workstream, compliance responses, team model, pricing structure, and an honest gap list. Human review required before submission.
- Buyer
- City Of Chilliwack
- Type
- municipal
- Location
- British Columbia, CAN
- Notice type
- —
- Published
- 20 Aug 2026
- Closes
- 23 Sep 2026 00:00 UTC
- GSIN
- —
- UNSPSC
- —
Description
Climate Risk Assessment and Climate Adaptation Plan
Extracted document text
notice-page.txt
233249 - Climate Risk Assessment and Climate Adaptation Plan 233249 - Climate Risk Assessment and Climate Adaptation Plan This solicitation is OPEN Select a tab Notice Categories Notice Categories Mail AI Overview The project aims to deliver a Climate Risk Assessment and Climate Adaptation Plan that provides an evidence-based roadmap to understand and respond to climate change impacts, aligned with FCM GMF CRPP funding program requirements. Basic Information Reference Number 00005167324 Issuing Organization City Of Chilliwack Solicitation Type RFP - Request for Proposal (Formal) Solicitation Number 233249 Title Climate Risk Assessment and Climate Adaptation Plan Source ID SCRIBE Details Location British Columbia Purchase Type Not Stated Dates Publication 2026/08/20 05:37:00 AM EDT Closing Date 2026/09/23 06:00:00 PM EDT Contact Information City Of Chilliwack 604-792-9311 info@chilliwack.com Description The objective of the Climate Risk Assessment and Climate Adaptation Plan project is to provide the City of Chilliwack with a practical, evidence-based, and actionable roadmap to understand, plan for, and respond to impacts of climate change. The resulting deliverables must strictly align with the requirements and guidelines of the Federation of Canadian Municipalities (FCM) Green Municipal Fund (GMF) Climate-Ready Plans and Processes (CRPP) funding program. The Project must be completed by December 31, 2028. See more Disclaimer All amendments to the associated notice, including amended documents, plans and specifications (where applicable), are issued on bcbid.gov.bc.ca . MERX asks that you refer to new bcbid.gov.bc.ca notice for these amendments. MERX stipulates that potential bidders may also be required to register with the buying authority as a bidder/plan taker. The contact information can be found within the notice abstract. Print Options All Notice Categories Terms & Conditions | Privacy Policy | Contact Us | Disclaimer | Accessibility MDF commerce (opens in a new window) We use cookies and other similar technology to deliver our online services. Essential cookies are used to enable you to access and navigate our site. These are necessary and are always on. We also use functional, analytics, and marketing cookies when we have your consent to do so. For more information on how we use cookies, please consult our Privacy Policy . Allow all cookies Reject all non-essential cookies
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