GIRA OS · layer 6 of 7 · workspace
in your remitAI & Intelligence Layer
GIRA Intelligence — decision support everywhere. Not a chatbot — a decision-support layer: predictive analytics, executive briefings, contractor risk scoring, sentiment analysis, and natural-language search across government memory.
Briefings sent / day
146
Prediction precision
82%
Assets in twin
18,704
Layers
12
◈ Live service delivery in this layer
12 lines · 0 overdue · 3 at riskRoad maintenance
Engineering & Works · Eng. Robert Wanyama · Jinja City
on-track
21h / 48h · 82%
Garbage collection
Public Health & Environment · Ms. Sarah Nakato · Jinja City
on-track
6h / 48h · 71%
Street lighting
Engineering & Works · Eng. Peter Okello · Jinja City
on-track
14h / 48h · 88%
Drainage & flood control
Engineering & Works · Eng. Alice Kirabo · Kampala Capital City
on-track
26h / 48h · 55%
Market operations
Markets & Trade · Mr. Julius Mugisha · Jinja City
on-track
23h / 48h · 87%
Water points
Water & Sanitation · Eng. Moses Tumusiime · Isingiro District
at-risk
36h / 48h · 72%
Schools oversight
Education & Sports · Mr. David Ssemakula · Wakiso District
at-risk
35h / 48h · 91%
Health centres
Health Services · Dr. Immaculate Nabirye · Mbale City
on-track
30h / 48h · 83%
Building approvals
Physical Planning · Arch. Brenda Tumwine · Jinja City
at-risk
43h / 48h · 67%
Business licensing
Revenue · Ms. Faith Nabukenya · Mbarara City
on-track
15h / 48h · 100%
Revenue collection
Finance · Mr. Charles Opio · Kampala Capital City
on-track
10h / 48h · 93%
Community programmes
Community Development · Ms. Rehema Namusoke · Mubende District
on-track
18h / 48h · 76%
80%
12 lines
layer completion
12-month throughput of closed items in this layer
⚿ Your actions in this layer
Only what District CAO may run. Locked verbs stay visible so the separation of duties is auditable — every click is written to the permission ledger.
Jump into workflows
▤ AI & Intelligence Layer · reporting & business intelligence
35 rows · 6 tables · Q1 FY2026/27Service register, module inventory and the full authorisation ledger for this layer — plus a minister-ready brief with decision page and Power BI dataset fields.
OFFICIAL — for ministerial use · minister-ready template
AI & Intelligence Layer — operating position
For Hon. Minister of Local Government · 4 sections · 3 decisions requested
Service lines in view
12
Overdue
0
past SLA
At risk
3
70%+ of SLA elapsed
Average completion
80%
| Service | Department | Responsible officer | Council | Completion % | Rating | Age (h) | SLA (h) | State | Budget UGX | Spent UGX | Risk | Report Title | Reporting Period | Prepared For | Prepared By | Classification | Source System |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Road maintenance | Engineering & Works | Eng. Robert Wanyama | Jinja City | 82 | 3.9 | 21 | 48 | on-track | 4200000000 | 3180000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Garbage collection | Public Health & Environment | Ms. Sarah Nakato | Jinja City | 71 | 3.2 | 6 | 48 | on-track | 1450000000 | 1120000000 | HIGH | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Street lighting | Engineering & Works | Eng. Peter Okello | Jinja City | 88 | 4.1 | 14 | 48 | on-track | 980000000 | 640000000 | LOW | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Drainage & flood control | Engineering & Works | Eng. Alice Kirabo | Kampala Capital City | 55 | 2.8 | 26 | 48 | on-track | 6800000000 | 3010000000 | HIGH | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Market operations | Markets & Trade | Mr. Julius Mugisha | Jinja City | 87 | 3.7 | 23 | 48 | on-track | 720000000 | 540000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Water points | Water & Sanitation | Eng. Moses Tumusiime | Isingiro District | 72 | 3 | 36 | 48 | at-risk | 2100000000 | 1260000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Schools oversight | Education & Sports | Mr. David Ssemakula | Wakiso District | 91 | 4 | 35 | 48 | at-risk | 3600000000 | 2950000000 | LOW | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Health centres | Health Services | Dr. Immaculate Nabirye | Mbale City | 83 | 3.8 | 30 | 48 | on-track | 5400000000 | 4100000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Building approvals | Physical Planning | Arch. Brenda Tumwine | Jinja City | 67 | 3.1 | 43 | 48 | at-risk | 260000000 | 150000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Business licensing | Revenue | Ms. Faith Nabukenya | Mbarara City | 100 | 4.3 | 15 | 48 | on-track | 180000000 | 96000000 | LOW | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Revenue collection | Finance | Mr. Charles Opio | Kampala Capital City | 93 | 3.6 | 10 | 48 | on-track | 0 | 0 | LOW | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |
| Community programmes | Community Development | Ms. Rehema Namusoke | Mubende District | 76 | 3.9 | 18 | 48 | on-track | 1900000000 | 1310000000 | MEDIUM | AI & Intelligence Layer — operating position | Q1 FY2026/27 | Hon. Minister of Local Government | GIRA — Local Government Operating System · TRISPHERE GROUP (U) LTD | OFFICIAL — for ministerial use | GIRA — Local Government Operating System |