Program 360 · Program Delta

Community Infrastructure Improvement Critical AI status: At Risk

Directorate of Community Development · Small-scale roads, drainage and community facility upgrades.

Budget
CU 312.0M
FY 2026
Actual spending
CU 181.0M
YTD September
Utilization
58%
plan 75% YTD
Output
49%
of annual target
Outcome
44%
−16 ppvs trajectory
Beneficiaries
96.0K
of 180.0K target
Timeline
Delayed
9 weeks variance
AI Program Diagnosis
AI-generated insightRequires management review

“Physical progress is 16 percentage points behind plan, driven mainly by procurement timing.”

Potential contributing factors (estimated)
Delayed procurement46%
Average tender cycle 118 days vs 75-day plan.
Contractor capacity28%
3 of 9 contractors report resource constraints.
Design revisions16%
14 works packages required redesign after site survey.
Weather-related stoppages10%
Seasonal rainfall above 5-year average in Coastal and South regions.
78% · Medium
Recommended management investigation / actions
  1. 1Review procurement fast-track options for standard works packages.
  2. 2Re-sequence remaining packages by readiness.
  3. 3Establish monthly contractor capacity review.
REC-2026-013 · Review framework-agreement procurement for standard works packages.
In Progress

Spending: plan vs actual

Cumulative, CU millions

Actual spendingLinear plan

Performance trend: output & outcome

Cumulative % of annual target vs expected outcome trajectory

OutputOutcomeExpected outcome

Results chain

Example: Community Infrastructure Improvement
INPUT
Budget
Budget CU 312M
58% utilized
ACTIVITY
Delivery
Works packages tendered & executed
Delayed
OUTPUT
Results delivered
Facilities completed (38 of 84)
49% of target
OUTCOME
Change for citizens
Improved access & reduced flood events
44% (trajectory 60%)
IMPACT
Long-term public value
Community safety & mobility
Measured annually

Regional distribution

Outcome achievement by region (%) · program average shown as reference

RegionBudgetSpentUtilizationOutcomeBeneficiaries
CentralCU 104.0MCU 61.1M59%43%32,952
EastCU 48.0MCU 28.9M60%42%14,743
WestCU 59.3MCU 34.6M58%42%19,243
NorthCU 38.5MCU 22.1M57%42%12,776
SouthCU 35.9MCU 21.7M60%47%12,098
CoastalCU 26.4MCU 15.5M59%43%7,961

Risk indicators

Rule-based thresholds

Outcome vs trajectory-16 pp
Spend vs outcome gap14 pp
Schedule variance9 weeks
Beneficiary coverage53% of annual target
Timeline: Jan–Dec 2026 · reporting through September
Demonstration prototype. All organizations, regions, services, programs, figures and feedback are synthetic and fictional. AI outputs are simulated with rule-based analytics and require human review.