Primary operating owner
Narcotics Commissioner; Agriculture/Horticulture Director; Enforcement/Survey Head
P23 · Representative solution case · Government / Agriculture / Enforcement
Crop Monitoring & Narcotics/Regulated Agriculture GIS
Which plots should inspectors visit first, and can current evidence defend the acreage and yield assessment?
Evidence distinction: this is a representative solution case constructed from the source requirements and Mappls delivery pattern. It is not presented as a named-customer outcome unless a separate verified customer story is explicitly linked.
01 · Operating context
The decision environment and the problem to change
Licensed/regulated cultivation is difficult to verify consistently across plots, crop stages, yield and field inspections.
Economic decision
Revenue/Home/Agriculture Secretary; Agency Commissioner
Technical influence
Remote Sensing/AI; GIS; Field Survey; Licensing/Permit IT
Why action becomes urgent
Annual crop licensing cycle, acreage/yield dispute, remote-sensing modernisation, enforcement review, scheme expansion.
02 · Before and after
Change the operating model, not only the interface
Fragmented context and delayed action
Licensed/regulated cultivation is difficult to verify consistently across plots, crop stages, yield and field inspections.
- Location, operational and enterprise data remain separated
- Stakeholders make inconsistent decisions from partial context
- Exceptions are found late and evidence is difficult to reconstruct
A governed location-aware decision loop
GIS plot registry, mobile survey, imagery preprocessing, crop/yield/biophysical models, change detection, inspection planning and monitoring application.
- One role-aware workspace in Mappls Asset Inspection AI
- Live context moves directly into the responsible workflow
- Every decision, scenario and outcome can be measured and audited
03 · Stakeholder experience
One shared system, different role moments
Own and govern
Narcotics Commissioner
Own and govern
Agriculture/Horticulture Director
Decide and coordinate
Enforcement/Survey Head
Decide and coordinate
Revenue/Home/Agriculture Secretary
Decide and coordinate
Agency Commissioner
Execute and verify
Remote Sensing/AI
Execute and verify
GIS
Execute and verify
Field Survey
Inside Mappls Pro, the same user can hold this role here and a different role in another application. Membership, saved runs and administration remain app-specific.
04 · Day-in-the-life journey
How the solution turns information into an operational result
Frame the operating decision
Plot/licence data quality? Imagery frequency/resolution? Ground truth? Model accuracy? Inspection capacity? Legal evidentiary needs?
Connect the location foundation
Bring the required map, address, road, place, imagery, asset, customer and operational data into a governed Inspection AI workspace.
Act through role workflows
Asset risk, Imagery review, Inspection, Defects, Remediation give each stakeholder the information, decision and action appropriate to their role.
Prove the intervention
One-season/district pilot with plot registry, imagery, field samples, model/change detection and application.
Scale and continuously improve
Operationalise the model through Per area/season data and analytics + platform/users + field app + managed modelling/O&M., adoption governance, service measurement and a managed improvement backlog.
05 · Solution and data architecture
The Mappls capabilities behind the experience
Location foundation
Map, address, place, route, imagery, boundary and context layers
Operational context
Customer, asset, order, sensor, incident, task or transaction records
Application workflow
Asset risk · Imagery review · Inspection · Defects · Remediation
Outcome loop
Plot match and model accuracy; anomaly precision; inspection productivity; evidentiary acceptance; scale data plan.
RealView 360 & Ground Imagery
Geotagged 360 imagery, photos and videos
Product detailsGeoAI & Spatial Decision Models
ML/AI, risk, demand, accessibility, image and anomaly models
Product detailsDrone/LiDAR/Reality Capture
Survey, orthomosaic, point cloud, 3D and inspection outputs
Product detailsSurvey, Integration & Managed Updates
Field survey, data creation, integration, migration, validation and O&M
Product details06 · Outcome and evidence
Make the value claim measurable before scaling
Bounded proof
One-season/district pilot with plot registry, imagery, field samples, model/change detection and application.
- Confirm the baseline and decision scope: Plot/licence data quality? Imagery frequency/resolution? Ground truth? Model accuracy? Inspection capacity? Legal evidentiary needs?
- Use representative and, where approved, customer data in the configured workspace
- Review measurable success with the operating and economic owners: Plot match and model accuracy; anomaly precision; inspection productivity; evidentiary acceptance; scale data plan.
- Document data quality, adoption, security, service and scale findings
- Convert evidence into a phased production scope and accountable value plan
07 · Governance and scale
Operate the solution safely and sustainably
Identity and access
Server-enforced identity, least-privilege app membership, role-specific actions and auditable administration.
Data governance
Source lineage, quality thresholds, update cadence, retention, consent and controlled data sharing.
Operating governance
Named process owners, exception SLAs, escalation, change control and adoption measurement.
Value governance
Baseline, intervention and outcome metrics reviewed on an agreed cadence with accountable owners.
Your outcome, powered by Mappls
Put Crop Monitoring & Narcotics/Regulated Agriculture GIS into your operating context
Bring the baseline, workflow, users, data and success criteria. Mappls will shape a bounded proof and production path.