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Agriculture case studies

Published field evidence · Strawberry 1 · April–June 2026

From Field Signals to Field Action

How field observations became inspection evidence and farm decisions at Michell Farms.

Human-supervised mission intelligence
Applied to agricultural inspection

  • 2.87-acre field
  • Human-reviewed evidence
  • Original report below

Grower-reported commercial outcome

Evidence that supported a supplier claim.

The grower used Chimera’s evidence to substantiate a supplier claim and received a refund. The refund amount is private.

Supplier correspondence was not independently reviewed. This is the grower’s account, not a calculated return on investment.

The case in three points

What was observed

Weak planting material in five bottom rows, Row 15 irrigation stress and later scattered deterioration required separate inspection and decisions.

What Chimera contributed

Dated aerial reviews, locations for closer inspection, supporting photographs and a record that kept changing conditions visible.

What people decided

The grower pursued a supplier claim, deferred irrigation repair and adapted treatment and harvest decisions. People reviewed the evidence and chose the response.

Strawberry 1 full-field RGB assessment, 27 May 2026
27 May 2026 · Original field RGB photograph.
Strawberry 1 selected ground photograph of strawberry leaves, 27 May 2026
27 May 2026 · Original ground photograph. Paired by date and assigned field, not exact plant location.

02 / The product in use

Human-supervised mission intelligence

Chimera Vision is a human-supervised mission-intelligence layer. It processes imagery and location data locally, identifies areas requiring attention, supports operator review and directs further evidence collection. Strawberry 1 shows this approach in use for field inspection and farm decisions.

  1. 1

    SURVEY

    Review aerial crop signals

  2. 2

    LOCATE

    Select areas for human review

  3. 3

    INSPECT

    Collect ground evidence

  4. 4

    COMPARE

    Track dated assessments

  5. 5

    DECIDE

    Support the farm response

Demonstrated in Strawberry 1

In Strawberry 1, repeated aerial reviews located areas of concern, ground observations and photographs added detail, and dated comparisons kept changing conditions visible. The grower used that evidence in treatment, irrigation and supplier decisions. People reviewed the evidence and chose the response.

Three concerns required different decisions

Three concerns required different decisions: weak planting material in five bottom rows, Row 15 irrigation stress, and later scattered crop deterioration. The grower used the evidence to address each concern separately.

Conceptual illustration of drone-assisted strawberry-field inspection
Illustration · drone-assisted field inspection. Conceptual product illustration, not case evidence.

2.87 acres

1.161 ha · operator-reported field area

A record people could return to

Dated reviews kept concerns, photographs and grower decisions together, giving the farm a record it could return to as conditions changed.

03 / Early decisions

Evidence for the next decision

20 April 2026

Planting material

20 April 2026: Strawberry 1 • Vegetation-index field review. The five-row planting concern was identified during the field assessment.
Strawberry 1 • Vegetation-index field review. The five-row planting concern was identified during the field assessment.

The April 20 review focused attention on five bottom rows. The grower identified the planting material as weak, used Chimera’s imagery and documentation to substantiate a supplier claim, and received a refund. The amount is private. This commercial outcome comes from the grower’s account.

29 April 2026

Irrigation

29 April 2026: Strawberry 1 • Scouting-report map. Row 15 irrigation stress was identified in the operator’s field record.
Strawberry 1 • Scouting-report map. Row 15 irrigation stress was identified in the operator’s field record.

The April 29 review focused attention on Row 15 irrigation stress. The farm deferred repair until after the season. The separate estimate below records the repair planning budget.

A deferred planning budget

Conditional repair planning budget: CAD 950–1,350 before tax, for two accessible replacement drip lines along an assumed 100-metre row (200 metres of line). Repair was deferred until after the season. This is a planning allowance, not expenditure; line specification, fittings and labour detail remain open assumptions in the appendix.

04 / Change over time

Where the next inspection starts

22 May 2026

Strawberry 1 vegetation-index review map, 22 May 2026

27 May 2026

Strawberry 1 vegetation-index review map, 27 May 2026

29 May 2026

Strawberry 1 vegetation-index review map, 29 May 2026

4 June 2026

Strawberry 1 vegetation-index review map, 4 June 2026
Dated vegetation-index review maps. Orange/red = new concern; amber = persistent concern; teal = recovered review category. These are source review labels, not disease diagnoses.

Reported image-space concern share

Reported image-space concern share, May 8 to June 4, 2026The seven reported values are listed in the table below. The series starts at 12.7 percent and ends at 39.5 percent. These are review values, not disease extent or treatment effect.0%20%40%12.7%May 811.8%May 1213.3%May 1812.9%May 2217.7%May 2726.8%May 2939.5%June 4
2026 • Source: Strawberry 1 assessment report • Reported image-space review values.
Reported image-space concern share: source data
Review dateConcern share
May 8, 202612.7%
May 12, 202611.8%
May 18, 202613.3%
May 22, 202612.9%
May 27, 202617.7%
May 29, 202626.8%
June 4, 202639.5%

Between May 22 and June 4, reported image-space concern share changed by +26.6 percentage points (39.5 − 12.9). This describes the reported review series. It does not establish acres affected, disease extent or treatment effect.

Source masks, numeric calibration and consistent cross-date denominators were unavailable. The percentages cannot be converted into affected acres or recovered yield.

05 / Farm response

What the field inspection added

27 May 2026

Strawberry 1 vegetation-index review, 27 May 2026
Strawberry 1 ground photograph showing leaf condition, 27 May 2026

29 May 2026

Strawberry 1 vegetation-index review, 29 May 2026
Strawberry 1 ground photograph showing leaf condition, 29 May 2026

11 June 2026

Strawberry 1 rgb field assessment, 11 June 2026
Strawberry 1 ground photograph showing leaf condition, 11 June 2026
Aerial review above; ground detail below. Paired by date and field, not exact plant location. May 27 and May 29 use vegetation-index maps; June 11 uses RGB.

Ground inspections took place on May 12, May 29 and June 11. The selected photographs, captured on May 27, May 29 and June 11, documented leaf discolouration, curled margins and brown tissue. These details gave the grower a record to compare with the aerial assessments.

Downy mildew was the working suspicion during the field response. Later in the season, tissue testing identified black rot, according to the farmer. The aerial and ground imagery provided the inspection record; disease identification came from the later testing account.

The farm applied Luna Tranquility plus Captan three times, then changed to Pristine plus Captan for two applications. Affected patches continued to deteriorate. The grower stopped treating those patches and harvested the remaining fruit. This treatment-and-harvest sequence is recorded in the grower’s account.

The farmer estimated fruit loss at approximately 100 lb (45 kg), separate from the mapped-concern figures. The hedge was removed later in the season. Its proposed role in reinfection remains unproven.

Estimated product-consumption cost

Estimated product-consumption cost: approximately CAD 1,570–1,710 for five assumed full-field applications, including CAD 805–945 for the final two. The model uses current Canadian label rates, an assumed Maestro 80 WSP Captan formulation, 2023 Québec price proxies and a 2026 Saskatchewan Pristine price. It excludes labour, fuel, equipment, tax, shipping and downtime. This is neither actual expenditure nor a treatment recommendation.

The reported treatment sequence is not a validated spray rotation. Actual rates, coverage, application dates, invoices and Captan formulation were not verified. The final two applications are included in the five-application total.

06 / Pilot consultation

Build useful inspection evidence

Know where to look, collect the evidence that matters and keep people in control. Strawberry 1 shows how Chimera Vision connects field observations to practical farm decisions.

Field visibility
Keep emerging field concerns in view.
Targeted inspection
Take dated map cues into the field.
Evidence continuity
Retain images and observations across visits.
Decision traceability
Connect concerns, farm responses and follow-up.

Implemented for agricultural field work

The agricultural processing and review workflow is fully implemented and field deployed. In Strawberry 1, people used it to review aerial imagery, collect ground evidence, compare changing conditions and support grower decisions.

The value demonstrated here is practical: inspection priorities, supporting photographs, dated comparisons and evidence used in farm and supplier decisions.

Book a Chimera Vision pilot consultation.

Define an inspection question, select one field for a demonstration, agree on permitted actions and establish how usefulness will be checked.

Review the workflow, discuss your inspection question and establish what an appropriate demonstration would need to show. This requests a conversation; it does not reserve a date.

Evidence and calculation notes

Supporting qualifications from the supplied appendix, reviewed 7 October 2026.

  • The supplier claim and refund are grower-reported. The refund amount is confidential, and supplier correspondence was not reviewed.
  • Black rot is a later farmer-reported tissue-test result; the laboratory report was not available for independent disease confirmation.
  • The 2.87-acre field area is operator-reported, not a newly surveyed boundary. Its conversion is 1.161 ha; it is not a denominator for converting image-space concern percentages into affected acres.
  • Numeric NDVI calibration, source masks, exclusions and consistent cross-date denominators were unavailable. The concern-share series cannot establish disease extent, treatment efficacy or recovered yield.
  • Actual treatment rates, per-pass coverage, dates, invoices and Captan formulation are unverified. The reported sequence is not a validated spray rotation; label-based costing neither recommends it nor establishes historical compliance.
  • The product-consumption model uses mixed-year price proxies that are not inflation-adjusted or current BC procurement quotes. The 2023 Québec source is retained as indexed text because the original PDF is unavailable; the 2026 Pristine listing is from Saskatchewan. The final two applications are included in the five-application total.

Original report and supporting appendix

The full case study above follows the six-page report. Both original supplied PDFs remain available unchanged.

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