Search ontario_tenders eastern-migratory-caribou-photographic-survey-interpretation|department-of-the-environment-eccc
Eastern Migratory Caribou Photographic Survey Interpretation
Closes in 19 days 14 Sep 2026 00:00 UTC
IT fit 65 Photographic survey interpretation involves data/imagery analysis, which fits data/BI/GIS skills.
AI workability
Effort & value
290 h AI · 160 h human · 450 h total
Deliverable mix
agent · assisted · human
Dates
19 Aug
19 Aug
14 Sep
14 Sep
AI-assisted majority feasible; conditional bid pending missing SOW details
Bid call: MAYBE AI can handle the majority of image interpretation and reporting, but missing SOW/evaluation details and the need for expert sign-off make this a conditional bid. Recommend requesting the full solicitation and partnering with a wildlife biologist before committing.
| Deliverable | Mode | AI share | Hours | Notes |
|---|---|---|---|---|
|
Imagery ingestion and preprocessing
Load, georeference, tile, and quality-check digital orthographic imagery from the June/July 2026 survey. |
ai agent | 90% | 40 | Standard geospatial pipeline; AI agents can automate with GDAL/Rasterio and light human review. |
|
Caribou detection and classification
Detect caribou in imagery and classify adults, calves, and juveniles using computer vision. |
ai assisted | 70% | 180 | AI can do the bulk of detection/classification, but a wildlife biologist must validate accuracy and handle ambiguous imagery. |
|
Demographic data compilation and GIS mapping
Compile counts, calculate densities, and produce maps and summary tables. |
ai assisted | 85% | 70 | AI can generate outputs; human review needed for statistical validity and presentation. |
|
Report and methodology documentation
Draft final report, methods, results, and annexes, including EN/FR if required. |
ai assisted | 80% | 80 | AI can draft the report; a scientist must approve content and methodology. |
|
QA/validation and expert sign-off
Independent review of counts, QA of model outputs, and final professional sign-off. |
human only | 5% | 80 | Requires professional judgment and accountability; cannot be delegated to AI. |
Risks
-
high
Missing SOW and evaluation criteria create bid uncertainty
Mitigation: Request full solicitation documents and seek clarification before bidding. -
high
AI misclassification of caribou in poor imagery or dense habitat
Mitigation: Use human expert QA, confidence thresholds, and validation against known imagery. -
medium
Tight timeline from closing to final deliverable
Mitigation: Pre-build the AI pipeline and have a wildlife biologist partner ready. -
medium
No large reference-contract history for environmental survey work
Mitigation: Partner with a qualified wildlife/subcontractor and emphasize AI-assisted methodology.
Human roles needed
- Wildlife biologist / photo interpreter · 25% — Validates AI counts, exercises professional judgment, and signs off on demographic results.
- QA/validation specialist · 10% — Independently reviews model outputs and ensures statistical and methodological soundness.
- Project manager / contract authority · 5% — Handles legal/financial accountability, client communication, and contract compliance.
Why not more AI
- Cannot provide legally binding professional sign-off or certified accountability.
- May misclassify caribou in poor imagery, shadows, dense vegetation, or unusual poses.
- Cannot interpret ambiguous demographic data without domain expertise.
- Cannot comply with unknown SOW requirements or evaluation criteria.
- Cannot perform on-site or physical work if any is later required.
Suggested delivery stack
- Python geospatial stack: GDAL, Rasterio, GeoPandas
- Fine-tuned object detection model: YOLO or Detectron2 for caribou detection/classification
- QGIS for human review and map production
- LLM-assisted report drafting with EN/FR capability
- Automated QA pipeline with confidence scoring and audit trail
Requirements & compliance (3)
| Ref | Requirement | Kind | Compliance |
|---|---|---|---|
| SOW-1 | Provide accurate and detailed interpretation of digital orthographic imagery from the eastern migratory caribou photographic survey. SOW Annex A not provided; accuracy standard undefined. |
Performance requirement | unclear |
| SOW-2 | Assess total number of adult caribou, calves and juveniles, and other demographic information. Methodology and reporting format not specified. |
Deliverable requirement | unclear |
| SEC-1 | Security clearance requirement. Not stated in provided documents. |
Security | unclear |
Evaluation criteria & key dates
- Not provided · Unknown — Evaluation criteria and weights not included in the notice or document facts.
- 2026-08-19 — Publication
- 2026-09-14 14:00 EDT — Closing Date
- June/July 2026 — Survey period
- Unknown — Delivery
Assumptions & gaps
Assumptions
- Imagery is orthorectified and provided digitally.
- No on-site presence is required.
- No security clearance is required unless stated in the missing SOW.
- Final deliverable is a report/data package, not a certified legal document.
- Sufficient training/validation imagery is available or can be procured.
Gaps in source documents
- Statement of Work (Annex A) not provided.
- Evaluation criteria and weights not provided.
- Contract value, duration, and delivery schedule not provided.
- Security clearance and language requirements not stated.
- No sample imagery or historical data provided for validation.
- No information on whether final sign-off by a certified professional is required.
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
- Department of the Environment (ECCC )
- Type
- provincial
- Location
- Canada
- Notice type
- —
- Published
- 19 Aug 2026
- Closes
- 14 Sep 2026 00:00 UTC
- GSIN
- —
- UNSPSC
- —
Extracted document text
notice-page.txt
5000095499 - Eastern Migratory Caribou Photographic Survey Interpretation 5000095499 - Eastern Migratory Caribou Photographic Survey Interpretation This solicitation is OPEN Select a tab Notice Categories Documents (2) Notice Categories Documents 2 Mail Basic Information Reference Number cb-208-43232810 Issuing Organization Department of the Environment (ECCC ) Solicitation Type RFP - Request for Proposal (Formal) Solicitation Number 5000095499 Title Eastern Migratory Caribou Photographic Survey Interpretation Source ID PWGSC Agreement Types Canada-Chile Free Trade Agreement (CCFTA) Canada-Colombia Free Trade Agreement Canada-Honduras Free Trade Agreement Canada-Korea Free Trade Agreement Canada-Panama Free Trade Agreement Canada-Peru Free Trade Agreement (CPFTA) Canadian Free Trade Agreement (CFTA) Details Location Canada Dates Publication 2026/08/19 12:00:00 AM EDT Closing Date 2026/09/14 02:00:00 PM EDT Contact Information Samantha Hatzinikou samantha.hatzinikou@ec.gc.ca Description Environment and Climate Change Canada (ECCC) has a requirement to solicit a supplier to provide accurate and detailed interpretation of digital orthographic imagery from a June/July 2026 eastern migratory caribou photographic survey in northern Ontario, for the purpose of assessing the total number of adult caribou, calves and juveniles, and other demographic information, as detailed in the Statement of Work, Annex A to the bid solicitation. See more Disclaimer Government of Canada (GC) tender notices and awards, solicitation documents and tender attachments are available free of charge and without registration on canadabuys.canada.ca/en/tender-opportunities , the authoritative location for GC tenders. You may have received this tender notice or award through a third-party distributor. The Government of Canada is not responsible for any tender notices and/or related documents and attachments not accessed directly through canadabuys.canada.ca/en/tender-opportunities. This Government of Canada tender notice or tender award carries an Open Government Licence - Canada that governs its use. Related solicitation documents and/or tender attachments are copyright protected. Please refer to the section about Commercial Reproduction in the canadabuys.canada.ca/en Terms and Conditions for more information. Contains information licensed under the Open Government license - Canada. Contains data reproduced and distributed with the permission of the Government of Canada, on an "as is" basis. Print Options All Notice Categories Documents 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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