Administrative reach
Current local-government footprint.
16
Parishes74
Villages1,094
Parliamentary seats3
Atine Labs™ Pilot Project · Version 3.1 · Oyam District · 2026
One district.
One management view.
A pilot digital command centre by Atine Labs™ for Oyam District — combining authoritative national data, district operational registers, constituency casework and service-delivery intelligence into one decision-ready interface. www.alglobal.systems
Population · Census 2024477,464UBOS NPHC 2024
Households110,658UBOS NPHC 2024
Land area2,207 km²OPM district physical profile
Administrative units16Sub-counties / town councils
Parishes74Current district administrative structure
Villages1,094Current district administrative structure
01 · Governance
District administration
Core administrative, electoral and governance indicators for planning, coordination, representation and citizen service delivery.
Electoral footprint
Planning baseline for public participation.
219,219
Registered voters2025 register
Polling stations512
Constituencies2 + Woman MP
Population density
Indicative population pressure.
≈216
People per km²Calculated
People / household≈4.31
Census referenceMay 2024
Recommended operating principles
How the pilot should operate as a trusted district management system.
01Authoritative source first — national systems remain the source of truth.
02Departmental ownership — every KPI has a named data owner.
03Exception-led management — management sees red flags before raw tables.
04One district view — national, district and constituency data are reconciled.
Verify before publishNew values are time-stamped, source-tagged and validated before public display.
Privacy by designOnly aggregate public information is displayed; personal casework remains role-restricted.
InteroperabilityUse APIs and identifiers from UBOS, MoH/DHIS2, MoFPED, Parliament and district registers.
Mobile-first field useOptimised for smartphones used by parish chiefs, extension teams and facility managers.
Quarterly accountabilityPerformance review links each exception to an owner, action, deadline and evidence.
AuditabilityEvery synced metric carries source, retrieval time, status and fallback state.
Management rule
The hub does not replace national databases. It synchronises authorised data, highlights exceptions, and turns fragmented reporting into actionable district and constituency intelligence.
02 · Human capital
Health system dashboard
Facility coverage and performance-management indicators designed for integration with DHIS2 and the National Health Facility Registry.
Health facilities
Reported district-wide service footprint.
44
Health Centre IIIs17
Health Centre IVAnyeke HC IV
Registry modeSync-ready
Community health
FY 2025/26 workplan targets.
Villages with ≥2 VHTs100%
Sick-child VHT recovery target85%
Public health emergencies controlled on time100%
Health priorities
District management watchlist.
Maternal healthMalariaImmunisationOutpatient utilisationHIV servicesEmergency readiness
Management focus
Use live DHIS2 feeds to flag facilities outside target ranges, then route exceptions to the DHO and responsible health sub-district teams.
Live DHIS2 facility performance monitor
Server-side secure feed. Facilities outside configured thresholds are flagged automatically.
—Facilities reporting
—Facilities outside target
—Reporting completeness
—Latest reporting period
| Facility | Indicator | Current | Target | Status | Period |
|---|---|---|---|---|---|
| Awaiting authorised DHIS2 feed from the Ministry of Health endpoint. | |||||
Threshold engine
Configure indicator UIDs and target rules in the companion WordPress bridge plugin. The browser never receives DHIS2 credentials; the WordPress server securely proxies approved aggregate results.
Facility register — integration structure
Replace or extend the sample rows below with a live Ministry of Health facility-registry feed.
| Facility | Level | Ownership | Status | Core management metric |
|---|---|---|---|---|
| Anyeke Health Centre IV | HC IV | Government | Functional | Referral, maternity, OPD, diagnostics |
| Abela Health Centre III | HC III | Government | Functional | Primary care & maternity |
| Acimi Health Centre III | HC III | Government | Functional | Primary care & prevention |
| Agulurude Health Centre III | HC III | Government | Functional | Primary care & prevention |
03 · Education
Schools & skills
A district education lens covering access, enrolment, school ownership, quality assurance, inspection, transition and skills development.
Primary education
2025 district education baseline.
109
Government-aided primary109
Private primary86
Known primary total195
Secondary education
Public and privately-run secondary schools.
16
Government secondary10
Private secondary6
USE / UPOLET10 govt schools
Tertiary & skills
Post-secondary capacity.
3
Tertiary institutions3
Technical institutesTrack separately
TVET integrationPriority
Education performance cockpit
Recommended metrics for automated EMIS/BEC reporting.
177,6952025 enrolment in 109 government-aided primary schools
91,230Boys enrolled
86,465Girls enrolled
100%Desired termly inspection coverage
Girls as share of reported govt-primary enrolment48.7%
Boys as share of reported govt-primary enrolment51.3%
Watchlist
Issues the hub should surface automatically.
DropoutAttendancePupil-teacher ratioClassroom conditionWASHPLE / UCE outcomesGirls’ retentionSNE
04 · Local economy
Production, markets & livelihoods
Oyam is predominantly agricultural. The hub should connect production statistics with value addition, markets, household income, PDM and enterprise development.
Core economic activities
Priority livelihood and value-chain categories for district economic planning.
Crop agricultureCassava, beans, millet, sweet potatoes, soybeans, cotton, bananas/matooke and fruit crops.
LivestockCattle, goats, sheep, pigs, poultry and smaller household livestock.
Trade & MSMEsLocal markets, produce aggregation, retail, transport, services and small-scale enterprise.
Agro-processingValue addition, post-harvest handling, storage and standards compliance.
PDM & SACCOsHousehold transition from subsistence production toward the money economy.
Emerging opportunitiesFish farming, irrigation, livestock restocking, digital services and youth enterprise.
FY 2025/26 production targets
Selected approved workplan signals.
Micro-irrigation systems20 target
Farmer groups/MSMEs/coops trained56 target
Farmers via nucleus farms600 target
Compliant agro-processors4 target
Extension staff IPM training40 target
05 · Representation
Parliament & constituency intelligence
Expandable MP dashboards combine current parliamentary representation with constituency-level UBOS data and a structured casework tracker.
12th Parliament — Oyam representation
Representation validated against the Parliament of Uganda member register. Constituency metrics synchronise through the hub data bridge.
EOHon. Eunice Otuko ApioOyam County North · UPCExpand constituency
Loading…Population
Loading…Households
—Schools tracked
—Health facilities tracked
POHon. Patrick Obura OgwangOyam County South · NRMExpand constituency
Loading…Population
Loading…Households
—Schools tracked
—Health facilities tracked
SAHon. Santa Sandra Ogwang AlumDistrict Woman Representative · Oyam · UPCExpand district
477,464District population · UBOS 2024
110,658District households · UBOS 2024
—Schools tracked
—Health facilities tracked
Constituency casework tracker
Petitions and service-delivery requests can be filtered by constituency, category and status. Public mode should display aggregate/non-sensitive case summaries only.
| Case ID | Constituency | Category | Location / facility | Issue | Status | Owner | Next action |
|---|---|---|---|---|---|---|---|
| No public casework records loaded. Connect the protected district casework register through the WordPress bridge. | |||||||
06 · Infrastructure
Water, roads, land & environment
Infrastructure indicators should be mapped by parish and linked to projects, contractors, funding source, completion status and service coverage.
Safe water
District coverage indicator.
78%
Domestic water points1,182 reported
Road programme
FY 2025/26 approved workplan.
8.5 km
District gravel roads rehabilitation baselineWorkplan
Road maintenanceTrack quarterly
Land & ecosystems
Physical and climate management.
97%
Historic land available for settlement/agriculture≈2,140.4 km²
Open swamps & water≈2%
Forest≈1%
07 · Territorial management
Local-government hierarchy
Drill from district to constituency, lower local government, parish and village. The production build should resolve each unit against verified UBOS/EC/MoLG identifiers.
Administrative navigator
Identifier rule
Never join datasets by name alone. Maintain a crosswalk of UBOS, MoLG, Electoral Commission, DHIS2 and district IDs for every administrative unit.
Oyam District territorial profile
Select a lower local government or parish to drill down.
477,464Population
110,658Households
—Schools
—Health facilities
—Water points
—Road km tracked
—PDM households / enterprises
—Open casework
08 · Master data
Oyam administrative registry
Version 3.1 introduces a permanent identifier layer. UBOS administrative codes—not names—become the master keys used to connect census, education, health, finance, projects, casework and GIS records.
Registry integrity
Current verified district structure.
16
Lower local governmentsVerified
Parishes74 target records
Villages1,094 target records
District code321
Master-key policy
UBOS code is the canonical geography key. External IDs from DHIS2, BEC, EC, MoLG and district systems are stored as aliases in a crosswalk.
Verified lower-local-government master list
Seeded from the current UBOS Oyam hierarchy.
| UBOS code | Administrative unit | Type | County | Data status | Source |
|---|
Interoperability crosswalk
One geography record can carry multiple national-system identifiers without duplicating the administrative unit.
UBOS321104 · Iceme
→
Oyam Master IDUG-OY-321104
→
DHIS2Organisation-unit alias
→
BEC / EMISEducation geography alias
→
DistrictLocal register aliases
09 · Public finance
Budget, releases & local revenue
Designed to reconcile MoFPED Vote 916 data with district finance, IFMS/PBS extracts and local-revenue registers.
FY 2025/26 annual budget
Current public baseline.
57.7bn
Q1 receiptsUGX 13.75bn
Q1 receipt rate24%
Vote916 · Oyam
Department budget control room
Live when connected to the secure finance adapter.
| Department | Approved | Released | Spent | Absorption | Exception |
|---|---|---|---|---|---|
| Awaiting authorised Vote 916 finance feed / uploaded PBS or IFMS extract. | |||||
Local revenue intelligence
Track source, assessment, collection, arrears, collector, bank reconciliation and variance by lower local government.
—Annual local-revenue target
—Collected YTD
—Collection rate
—Variance to target
10 · Household transformation
PDM, agriculture & enterprise intelligence
Connect parish SACCOs, enterprise groups, production, extension services and household-economy indicators without exposing beneficiary-level personal data publicly.
PDM command metrics
Parish SACCOs tracked—
Households/enterprises supported—
Funds disbursed—
Repayment / recycling—
Value-chain watchlist
CassavaProduction, acreage, aggregation, disease alerts and processing.
Soybean & beansFarmer groups, market prices, storage and buyers.
CottonProduction, extension support, ginning/value-chain linkages.
LivestockVaccination, restocking, disease surveillance and market access.
Micro-irrigationInstallations, functionality, beneficiaries and acreage served.
Youth & women enterpriseEnterprise survival, jobs, turnover and market linkages.
11 · Asset governance
District assets & procurement
A unified register for land, buildings, vehicles, ICT, medical equipment, school assets, water infrastructure and contract-linked deliverables.
| Asset ID | Class | Description | Custodian | Location | Condition | Last verified |
|---|---|---|---|---|---|---|
| Connect the protected district asset register. | ||||||
Procurement control
Annual procurement reports target4
Contracts active—
Contracts at risk—
Unverified deliverables—
12 · Field assurance
Inspection & evidence centre
Mobile-first field verification for schools, health facilities, roads, water points and projects, with geotag-ready evidence handled in the protected back office.
Inspection queue
Due this month—
Overdue—
Critical findings—
Closed findings—
Inspection standards
Facility identityDate & officerGPS-ready locationPhotographic evidenceChecklist scoreFinding severityResponsible ownerCorrective deadlineClosure evidence
Public/private split
The public portal shows inspection status and aggregate findings. Officer identity, raw photos, personal data and sensitive facility records remain authenticated.
13 · Spatial intelligence
GIS-ready district map centre
The front end is prepared for verified administrative boundaries and service-point coordinates. No invented geometry is embedded in the pilot.
Verified GIS layer required
Load Oyam district, lower local government and parish geometry from an authorised national/district GIS source, then overlay health facilities, schools, roads, water points, projects and casework.
Map layers
Administrative boundariesSchoolsHealth facilitiesRoadsWater pointsProjectsMarketsEnvironmentCasework hotspots
GIS principle
Coordinates and boundaries must be sourced, versioned and auditable. The system should never approximate official boundaries.
14 · Delivery
Projects & performance
Suggested project portfolio view. Connect this section to procurement, budget, engineering, monitoring and citizen-feedback records.
District project register
| Project / programme | Sector | Location | Status | Management action |
|---|---|---|---|---|
| Anyeke HC IV service strengthening | Health | Oyam | Ongoing | Track upgrade readiness |
| District gravel road rehabilitation | Roads | District-wide | Workplan | Track km completed |
| Micro-irrigation rollout | Production | Selected farms | Target: 20 | Track installations & beneficiaries |
| School inspection & quality assurance | Education | District-wide | Recurring | Termly compliance dashboard |
| Rural water & sanitation programme | Water | District-wide | Active | Map functionality & coverage |
Quarterly delivery rhythm
Plan
Approve indicators, targets, budgets and project milestones.
Capture
Departments submit validated monthly/quarterly data.
Verify
Planning, internal audit and sector heads check anomalies.
Act
Management meeting resolves exceptions and assigns owners.
Publish
Release a citizen-facing performance snapshot.
15 · District data centre
Data governance & integrations
This hub is designed as a presentation layer. Production deployment should pull authoritative records from government systems rather than manually maintaining duplicate datasets.
Data Trust Centre
Every production metric should expose provenance, freshness, validation and publication state.
—Sources current
—Sources stale
—Validation exceptions
—Last successful sync
Source URIRetrieved atReference periodValidation statePublisherRecord hashAudit history
National data integrations
Live connectors are mediated through a secure WordPress REST bridge.
UBOS · NPHC 2024 / BEC 2025Population, households, age structure, education census and sub-county disaggregation.
Ministry of Health · NHFR / DHIS2Facility registry, service utilisation, disease surveillance, maternal health and immunisation.
Ministry of Finance · Programme Budgeting SystemApproved budgets, quarterly releases, expenditure and output performance.
Electoral Commission / ParliamentElectoral areas, voter statistics and elected representation.
Ministry of Water & EnvironmentWater points, functionality, access rates and sanitation.
District-owned registersProjects, assets, procurement, staffing, complaints, council resolutions and local revenue.
Data governance controls
Named data ownersUpdate frequencySource-of-truth fieldValidation workflowChange logRole-based accessPrivacy controlsOpen-data layerAPI gatewayBackups
Important
Public dashboards should expose aggregated service-delivery data only. Personal health, education, beneficiary and case-management records should remain access-controlled and governed under Uganda’s applicable privacy and records requirements.
DailySystem health / urgent alerts
MonthlyOperational service metrics
QuarterlyBudget & project performance
AnnualDistrict statistical abstract
Role-based management cockpit
Recommended authenticated access model for production.
CAO / ExecutiveDistrict-wide KPIs, exceptions, budgets, projects, approvals and performance.
LC V / Political leadershipPublic-service performance, council actions and development priorities.
Heads of DepartmentDepartment-owned indicators, facilities, projects, inspections and corrective action.
Finance / PlanningBudget, releases, expenditure, local revenue, PBS/IFMS reconciliation and M&E.
MP / Constituency officeConstituency metrics, petitions, service requests and parliamentary follow-up.
LLG / Parish officersLocal registers, field updates, PDM, facility verification and citizen issues.
Source register embedded in this prototype
| Dataset | Reference period | Metrics used | Authority / provenance |
|---|---|---|---|
| National Population & Housing Census | 2024 | 477,464 population; 110,658 households | Uganda Bureau of Statistics |
| District administrative/electoral profile | 2025 | 16 administrative units; 74 parishes; 1,094 villages; voters & polling stations | Government / Electoral profile |
| Members of 12th Parliament | 2026 | Oyam North, Oyam South, District Woman Representative | Parliament of Uganda |
| LG Vote 916 Approved Workplan | FY 2025/26 | Health, production, roads, water and education targets | Ministry of Finance |
| District education baseline | 2025 | School counts and reported government-primary enrolment | District Education Department / public reporting |
| District service profile | 2025–26 | Health facility and safe-water headline metrics | Government/public-sector reporting |