Local intelligencefor Nigeria's wards.

Search Nigeria's 8,809 wards to explore traceable population, climate, environment, infrastructure, and service evidence. Compare local conditions, identify questions that need attention, and create a clearer basis for action.

Search. Diagnose. Compare. Prioritise. Report.

Search by ward, LGA, or state. Every result keeps its local administrative context visible.

Balogun Fulani 1 / Ilorin South

Ilorin South LGA, Kwara State

Ward profile preview

Ward intelligence snapshot

Population, climate, environment, infrastructure, and service evidence linked to one canonical ward.

Canonical identity

Resolved

Boundary status

Polygon available

Population context

Derived estimate

Evidence groups

Multi-domain

Evidence transparency

Source · period · limits

Traceable

Product preview. Public values require the approved Phase 2 data release and evidence contract.

Why ward-level intelligence

State and city averages can hide the places that need attention.

Wards within the same LGA can differ in population, hazards, settlement patterns, infrastructure, service access, and environmental conditions. Smart Ward brings those differences into one comparable and traceable local view.

Ilorin South ward comparison

Three neighbouring wards, compared using aligned production evidence.

August 2026 snapshot

Balogun Fulani 1

Compact urban centre — high-density built form

Verified ward

Environment

0% tree cover

Exposure

UHI +7.95 °C wet season

Infrastructure

100% paved · 2.53 km

Balogun Fulani 2

Highest heat signal — largest UHI departure

Verified ward

Environment

0% tree cover

Exposure

UHI +8.0 °C wet season

Infrastructure

100% paved · 1.39 km

Balogun Fulani 3

Largest ward — visible green cover, wider catchment

Verified ward

Environment

17.8% tree cover

Exposure

UHI +7.49 °C wet season

Infrastructure

100% paved · 4.26 km

Current production snapshot for Ilorin South. Percentages and road lengths describe mapped evidence, not service quality or lived conditions.

37State-level unitsNigeria's 36 states and the Federal Capital Territory.

774Local government areasThe national LGA hierarchy linked to canonical wards.

8,809Active canonical wardsOne national identity baseline for local comparison.

Boundary coverage: 8,780 wards have polygon evidence. The remaining 29 retain seed centre coordinates and remain visibly flagged; they are not presented as having validated polygon coverage.

From place evidence to decisions

A repeatable path from place evidence to a decision brief.

Search a canonical ward, inspect what the available evidence supports, compare places using aligned definitions, identify questions for closer investigation, and prepare a cited brief.

Resolve a canonical Nigerian ward

Canonical ward search

Search by ward name or use a GPS location

Balogun Fulani1 match

Balogun Fulani 1 / Ilorin South

Ilorin South LGA · Kwara State

Canonical match

Hierarchy

State → LGA → Ward

Geometry status

Polygon available

Name or GPS canonical place identity ward profile

Canonical ward search

Search by ward name or use a GPS location

Balogun Fulani1 match

Balogun Fulani 1 / Ilorin South

Ilorin South LGA · Kwara State

Canonical match

Hierarchy

State → LGA → Ward

Geometry status

Polygon available

Name or GPS canonical place identity ward profile

Balogun Fulani 1 / Ilorin South

Ilorin South LGA, Kwara State

Evidence profile

Canonical geography

Sourced

Polygon available

Population context

Derived

Versioned estimate

Environment

Historical · derived

Evidence available

Infrastructure & access

Proxy

Screening signal

Smart Ward separates sourced records, derived estimates, historical evidence, and proxy signals before explaining what they support.

Why this matters: evidence availability and evidence quality can differ by domain, even within the same ward.

Public values require the approved Phase 2 release, source metadata, coverage, and limitations.

Ward comparison

Ilorin South LGA

Same definitionsSame reference periodSame comparison group

Balogun Fulani 1

Identity

Resolved

Version

Aligned

Coverage

Visible

Balogun Fulani 2

Identity

Resolved

Version

Aligned

Coverage

Visible

Balogun Fulani 3

Identity

Resolved

Version

Aligned

Coverage

Visible

WardIdentityEvidence versionCoverage

Balogun Fulani 1ResolvedAlignedVisible

Balogun Fulani 2ResolvedAlignedVisible

Balogun Fulani 3ResolvedAlignedVisible

A decision lens adds validated metrics only after identity, evidence version, period, and coverage are aligned across every selected ward.

Investigation priorities

Evidence-led screening, not a final decision

Review first

Service-access question

Check whether available facility and population evidence justify field review.

Evidence: Population context + facility coverage

Review next

Infrastructure question

Investigate whether accessibility signals indicate a local constraint.

Evidence: Road evidence + accessibility proxy

Validate

Environmental question

Confirm the signal, reference period, and local conditions before action.

Evidence: Historical + derived environmental evidence

These prompts identify where further assessment may begin. They do not allocate funding or replace fieldwork, consultation, or engineering studies.

Planned ward evidence brief

Balogun Fulani 1 / Ilorin South

27 Aug 2026

Canonical identityEvidence versionSourcesLimitations

Planning summary

The brief resolves the canonical ward, summarizes available evidence, records the comparison basis, and identifies questions that require closer investigation or field verification.

Confirm evidence coverage and reference periods

Review aligned comparison findings

Record limitations and field-verification questions

Designed to include sources and confidenceReport workflow planned for Phase 6

Traceable evidence

No unexplained score.Every conclusion links back to evidence.

Smart Ward separates sourced records, derived estimates, historical evidence, proxy indicators, coverage, and limitations so users can understand what each conclusion actually supports.

Evidence profile preview

Balogun Fulani 1 / Ilorin South

Ilorin South LGA, Kwara State

Evidence summary

Multi-domain evidence, clearly labelled

The profile keeps canonical identity, derived estimates, source records, proxies, and known limitations distinct before any decision lens is applied.

Canonical State → LGA → ward hierarchy retained

Population explicitly labelled as a derived estimate

Proxy evidence separated from sourced records

Evidence labels visible

Sourced · Derived · Proxy

Canonical geography

Ward identity and hierarchy resolved

Sourced · geometry status visible

Population context

Versioned estimate, not a census count

Derived · method and year required

Environmental evidence

Available signals kept source-specific

Historical or derived · period visible

Infrastructure and access

Screening evidence for investigation

Proxy or modelled · limits visible

Service evidence

Coverage shown without assuming capacity

Sourced or partial · completeness visible

This profile supports screening, comparison, and investigation. It does not replace field verification, community consultation, professional assessment, or statutory decisions.

Comparison + grounded AI

Compare Ilorin South wards, then ask what the evidence means.

Smart Ward aligns definitions, units and periods before Mowa explains meaningful differences, missing evidence and the next question to investigate.

Aligned ward evidence

Three wards in Ilorin South LGA

Verified production snapshot

Ward 1

Balogun Fulani 1

Ward 2

Balogun Fulani 2

Ward 3

Balogun Fulani 3

Comparable evidenceBF 1BF 2BF 3

Estimated population

people · derived estimate, not a census count · NNPIS V3 · 2026

UnavailableUnavailableUnavailable

Mapped tree cover

% of ward area · Land cover · 2021

0.0%0.0%17.8%

June–August surface heat difference

°C relative to rural reference · Production snapshot · Aug 2026

+7.95 °C+8.00 °C+7.49 °C

Mapped road length

kilometres · Catalogue date not exposed

2.53 km1.39 km4.26 km

Mapped health-facility records

records · Catalogue date not exposed

316

Counts describe mapped records, not operational capacity or access. Missing catalogue dates remain visible rather than being inferred.

Mowa

Grounded ward analysis preview

What differs across these Ilorin South wards?

Evidence-grounded response

Balogun Fulani 3 has the most mapped road length and the only visible tree-cover share in this comparison. Balogun Fulani 2 has the highest June–August surface-heat difference, although the three heat values are close.

These differences describe mapped and modelled evidence. They do not rank overall living conditions.

Evidence used

2026 population estimate2021 land coverSurface-heat evidenceMapped roads

Mowa explains approved evidence and limitations. It does not make funding, engineering or statutory decisions.

Start with a ward

Who Uses Smart Ward

One evidence foundation supports different decisions.

Smart Ward gives different users the same canonical place identity and traceable evidence while preserving their distinct responsibilities and decisions.

City Planner

Which wards require closer investigation, and why?

Evidence used

Aligned ward comparison

Infrastructure and service-access evidence

Population and environmental context

Decision outcome

A traceable shortlist of locations and questions requiring deeper assessment, consultation, or field verification.

Decision support, not automatic allocation or professional judgement.

Decision applications

One intelligence foundation. Multiple decision applications.

Smart Ward applies different decision lenses to the same canonical places and evidence contracts without pretending that every sector has the same data maturity.

One system, not separate competition products.

AfroLocation provides canonical identity, data, provenance, analysis, and APIs. Smart Ward turns that foundation into evidence-led decision experiences. Programme submissions change the lens and narrative, not the underlying place identity.

Resolve Diagnose Compare Investigate

Implemented foundation

Core place identity and evidence standards

Canonical ward search

State → LGA → ward hierarchy

Geometry status and gap flags

Evidence and limitation standard

Screening and proxy applications

Decision lenses requiring explicit evidence labels

Climate-resilience screening

Health-access screening

Education-access screening

Clean-energy opportunity

Government and humanitarian planning

Enterprise location intelligence

Planned or partner-dependent

Not presented as operational capability

Connectivity coverage intelligence

Community reporting and response

Scenario modelling

Intervention outcome monitoring

Start with one ward

Better local decisions begin with understanding one place clearly.

Search a canonical ward, inspect the available evidence, and see what deserves closer investigation. Sources, coverage, and limitations remain part of the answer.