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Search apc eastern-migratory-caribou-photographic-survey-interpretation|department-of-the-environment-eccc

apc CA open en

Eastern Migratory Caribou Photographic Survey Interpretation

Closes in 19 days 14 Sep 2026 00:00 UTC

Official notice

IT fit 65 Photographic survey interpretation involves data/imagery analysis and GIS, which fits the shop's data/BI capabilities.

Our call:

AI workability

Bid call: MAYBE The core work is AI-workable and the shop has relevant data/GIS capabilities, but the missing Statement of Work, unknown evaluation criteria, and need for wildlife-expert QA introduce significant uncertainty. Proceed only if full documents can be obtained and a qualified biologist partner is secured.

DeliverableModeAI shareHoursNotes
Orthoimagery preprocessing and tiling
Tile, georeference, and enhance digital orthographic imagery for analysis. 		ai agent 90% 80 AI agents can perform tiling, coordinate registration, and image enhancement with light human review.
Caribou detection and classification
Detect and classify adult caribou, calves, and juveniles in orthoimagery. 		ai assisted 75% 250 AI object detection identifies and counts caribou; human wildlife experts review uncertain detections and validate sample areas.
Demographic analysis and population estimate
Aggregate counts and produce demographic estimates for the survey area. 		ai assisted 70% 100 AI performs aggregation and statistical summaries; a wildlife biologist approves methodology and final estimates.
Report and documentation
Generate the final interpretation report, maps, and data summaries. 		ai agent 85% 60 AI drafts the report, charts, and GIS outputs; human review ensures accuracy and completeness.
QA/validation and expert sign-off
Independent quality assurance and scientific sign-off on counts and interpretation. 		human only 0% 70 Wildlife expert validates AI outputs, checks for missed or double-counted animals, and takes responsibility for the final interpretation.
Project management and client communication
Contract management, client liaison, and approval workflows. 		human only 10% 40 Humans manage contract, client workshops, and approvals; AI assists with scheduling and status updates.

Risks

  • high Incomplete Statement of Work / Annex A may hide mandatory methodology or QA requirements.
    Mitigation: Request full solicitation documents and clarify accuracy thresholds, data formats, and deliverable expectations before bidding.
  • high AI caribou detection accuracy may not meet scientific standards for calves and juveniles.
    Mitigation: Use a human wildlife expert for QA, build a labelled validation set, and run iterative model refinement.
  • medium Tight timeline from publication to closing limits model development and validation.
    Mitigation: Use pre-trained object detection models and plan an active-learning workflow with expert labels.
  • medium Imagery volume, resolution, and access method are unknown.
    Mitigation: Clarify data specifications and test on a sample before committing to a processing pipeline.
  • medium Small shop lacks large reference contracts and may be seen as less credible for scientific work.
    Mitigation: Emphasize AI-agent-first methodology, propose a qualified wildlife biologist subcontractor, and provide relevant data/AI project examples.

Human roles needed

  • Wildlife biologist / remote sensing expert · 32% — Required to validate AI detections, interpret ambiguous imagery, and approve demographic estimates.
  • Project manager / client liaison · 18% — Manages contract, client communication, and approval workflows.
  • Data engineer / AI oversight · 17% — Sets up pipelines, monitors model performance, and handles data integration issues.
  • QA reviewer / validator · 19% — Performs independent checks on AI counts and ensures accuracy against survey objectives.
  • Report approver / scientific authority · 14% — Takes professional responsibility for the final interpretation and population estimates.

Why not more AI

  • AI object detection may struggle with calves and juveniles in dense groups, shadows, or poor image quality.
  • No existing labelled caribou dataset is guaranteed; model training and validation require expert-labelled imagery.
  • Final population estimates require statistical methodology and scientific defensibility that AI cannot independently certify.
  • AI cannot provide professional sign-off or take legal/financial accountability for the survey results.
  • Orthographic imagery interpretation may require domain knowledge of caribou behaviour and habitat that AI lacks.

Suggested delivery stack

  • Python-based geospatial AI stack: PyTorch or TensorFlow with Detectron2/YOLO for object detection.
  • GDAL/Rasterio for orthoimagery processing and tiling.
  • QGIS or ArcGIS for GIS mapping and visual QA.
  • PostGIS for spatial data management and querying.
  • Automated report generation using Markdown/LaTeX or python-docx, with EN/FR translation support if needed.
  • Cloud GPU infrastructure for scalable inference and model iteration.
Requirements & compliance (1)
RefRequirementKindCompliance
Statement of Work, Annex A 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.
Full Annex A not provided; notice specifies imagery interpretation and demographic counts. Need SOW for accuracy thresholds, data specs, QA expectations, and deliverable format.		 mandatory unclear
Evaluation criteria & key dates
  • Not specified in notice · Unknown — No evaluation criteria disclosed; likely technical approach and price, but confirmation required.
  • 2026-08-19T00:00:00+00:00 — Publication
  • 2026-09-14T14:00:00-04:00 — Closing
  • 2026-06/2026-07 — Survey period
Assumptions & gaps

Assumptions

  • Imagery is digital and can be accessed remotely; no on-site work is required.
  • No security clearance is required for this contract.
  • The deliverable is a report and count dataset, not a certified legal or engineering document.
  • AI models can be trained or fine-tuned using a subset of expert-labelled imagery.
  • Total effort estimate is rough due to missing SOW and data volume details.

Gaps in source documents

  • Full Statement of Work / Annex A not provided.
  • No evaluation criteria, contract value, or duration disclosed.
  • No information on imagery volume, resolution, file formats, or data access method.
  • No security clearance, language, or certification requirements stated.
  • No details on required report format or delivery milestones beyond the closing date.

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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