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Why AgFieldScout

The IPM evidence trail and recommendation record in one tool.

AgFieldScout connects weekly field reports, trap pressure, weather and crop context, active-ingredient review, environmental concern flags, lower-risk alternative documentation, and PCA rationale.

Why the tool fits

Weekly scouting reports make IPM recommendation fields credible.

AgFieldScout is viable for multi-state IPM evaluation because the treatment decision is not captured in isolation. The tool preserves dated field evidence before the recommendation, then adds structured prompts for threshold basis, alternatives considered, active ingredients reviewed, concern flags, and PCA rationale.

Weekly scouting evidence

Pest pressure, incidence, severity, photos, GPS notes, block context, and prior reports create the decision history.

Trap context

Trap counts and trap history can be reviewed with the report instead of living in a separate spreadsheet.

Weather and crop context

Growth stage, weather records, field history, and block structure help explain why action timing matters.

Recommendation records

PCA rationale, threshold basis, alternatives considered, active ingredients reviewed, and selected treatments can be captured as part of the report.

Risk flags

Active-ingredient concern flags help reviewers see when higher-risk choices were avoided or justified.

What AgFieldScout documents

AgFieldScout turns normal PCA field work into structured IPM evidence.

The tool is already built around recurring field reports, client/block context, pest observations, traps, recommendations, photos, and report history. The IPM workflow adds the evaluation fields needed to document pesticide-risk decisions without changing how PCAs work in the field.

Built for PCA field reality

Weekly and monthly field data can be collected in the same workflow PCAs use for scouting and reports.

Documents IPM decision-making

Records threshold basis, alternatives considered, risk flags surfaced, and PCA rationale.

Connects scouting evidence to recommendations

Links pest pressure, trap pressure, crop context, weather, photos, and report history.

Surfaces active ingredient risk flags

Shows concern categories so higher-risk choices can be avoided or justified when required.

Protects grower and PCA privacy

Partner exports should remove grower names, exact locations, company names, and raw notes.

Supports anonymized multi-state reporting

Exports can summarize crop, pest/problem, broad region, practice type, active-ingredient category, risk flag category, and rationale.

Evaluation-ready by design

Outputs can measure participation, record completeness, lower-risk alternatives, and cases where alternatives are unavailable.

Workflow

How AgFieldScout supports IPM decision documentation in the field.

The workflow feels like normal PCA reporting, with added IPM and pesticide-risk prompts where they naturally belong: after field evidence is captured and before the recommendation record is finalized.

1 Capture evidence

Record pests, severity, incidence, trap counts, photos, growth stage, location, weather, and crop context during the scouting pass.

2 Review action threshold

Document the field evidence or economic-risk basis for treatment, continued monitoring, or no treatment.

3 Compare active ingredients

Use active-ingredient efficacy groups and concern flags to compare viable options before the recommendation is finalized.

4 Consider lower-risk options

Record non-chemical practices, biological products, targeted treatment, delayed treatment, or no-treatment decisions.

5 Document rationale

Preserve the PCA reasoning when a lower-risk option is selected, rejected, unavailable, or insufficient for the field condition.

6 Evaluate adoption

Export aggregate activity metrics that show monthly participation, crop coverage, pest categories, recommendation records, and risk flags reviewed.

Concern flags

Use active-ingredient flags to make pesticide-risk review visible.

AgFieldScout already has active-ingredient flag vocabulary that can support stewardship reporting without inventing a new classification system.

Decision-support value

Flags do not replace the label or PCA judgment. They create a documented prompt to consider environmental and human-health concerns, compare alternatives, and explain why the final recommendation was appropriate for the crop, pest, timing, and field risk.

  • Groundwater contaminant
  • Toxic air contaminant
  • Reproductive toxin
  • Carcinogen
  • Fumigant
  • Cholinesterase inhibitor
  • Bee/pollinator concerns
  • Label environmental hazards
  • Biopesticide or lower-risk category

Aggregate reporting without exposing grower records.

AgFieldScout can report participation and stewardship outcomes in aggregate. The protected export route is built for counts and summaries, not raw grower names or field-level data.

Monthly active PCA participation
Reports, traps, crops, and pest categories captured
Recommendation records and spray application records
Active ingredients and risk flags reviewed
Why the reporting model works

AgFieldScout links the evidence before, during, and after a treatment decision.

Weekly field reports make the evaluation fields more defensible because they show what was observed before action was recommended. AgFieldScout can then summarize crop, pest/problem, broad region, practice type, active-ingredient category, risk flag category, lower-risk alternative status, and PCA rationale without exposing grower identity.

1 Evidence before recommendation

Weekly reports capture pest pressure, trap pressure, photos, crop context, weather context, and field history before the treatment decision is documented.

2 Decision record at recommendation

The PCA records the problem treated, threshold basis, non-chemical practices considered, active ingredients reviewed, lower-risk option status, concern flags, and rationale.

3 Anonymized evaluation after submission

Exports remove grower names, exact coordinates, PCA/company names, and private notes while preserving the aggregate IPM decision data needed for evaluation.

Implementation path

Study users can be separated without changing normal AgFieldScout reporting.

Participants can be marked as study users and served the IPM report workflow, while standard users remain on the existing report page. This keeps the evaluation workflow focused without disrupting current customers.

Separate study users

Participants are routed to the IPM report workflow while standard users stay on the existing report workflow.

Collect field evidence

PCAs continue using AgFieldScout for recurring field observations, trap context, photos, and reports.

Measure

Track participation, records submitted, lower-risk options reviewed, and concern flags encountered.

Scale

Use aggregate exports and partner feedback to refine permanent fields, dashboards, and reporting metrics.

AgFieldScout is the tool for linking field evidence to IPM recommendation records.