Live · agentic governance

Statewide digital infrastructure, governed in real time

One command layer over every government school's labs, devices, boards and connectivity — from infrastructure installed to infrastructure intelligently governed.

9 / 9 agents activeEdge sync healthyEMIS · UDISE+ linked

Assets onlinesimulated

94.2%

across all monitored endpoints

+2.1 pts / 30d

Schools reportingsimulated

36,842

of ~37,000 government schools

99.6% coverage

Open faultssimulated

317

auto-detected, under resolution

−54 / 24h

Mean time to repairsimulated

29h

down from ~9 days manual

−18% / 30d

Connectivitysource data

89%

mean of source districts

source-derived

Auto-resolvedsimulated

1,284

by agents in last 24h

68% of all incidents

Asset universeசொத்து கண்காணிப்பு

The eight monitored asset classes from the use-case framework

12,20,524 endpoints tracked

Computer labs

Operational status & utilization

94%online

19,969 total142 faults

Laptops & desktops

Distribution and active usage

93%online

5,12,656 total388 faults

Smart boards

Functionality and uptime

91%online

29,141 total174 faults

Projectors

Installation and maintenance

90%online

27,975 total156 faults

Internet connectivity

Availability and uptime

89%online

36,669 total207 faults

Digital learning usage

Teacher & student access

78%active

36,669 total—

ICT infrastructure

Inventory and maintenance

92%online

36,669 total96 faults

Teacher adoption

Digital classroom adoption

61%adopting

5,20,776 total—

District infrastructure healthமாவட்ட நிலை

Live status across all districts · hover to inspect

Tamil Nadu · statewide

Hover any district to inspect its infrastructure.

Districts monitored

Govt schools

36,669

Mean connectivity

87%

Open faults

1,395

OptimalMonitorAttention

Agent activityமுகவர் செயல்பாடு

Live stream of agent actions

live

Remediation agentL3just now

Restarted hung print service — smart board back online

GHSS Perambur

Diagnostic agentL11m

Root-caused lab outage to mains power, not hardware

GHSS Avadi

Connectivity agentL22m

Last-mile link flapping — opened watch + ISP ticket

GHS Pollachi

Field-service agentL24m

Work order WO-4457 verified by telemetry — closed

GHSS Melur

Predictive maintenanceL16m

Projector lamp-hours exceeded — flagged for replacement

GHSS Attur

Observer agentL38m

Auto-inventoried 41 new endpoints after edge-hub sync

GHSS Kumbakonam

Utilization agentL111m

9 laptops idle > 21 days — redeployment recommended

GHSS Palani

Procurement agentL113m

Drafted GeM indent for 14 projectors — awaiting approval

Coimbatore + Salem

Open agentic core

District scorecard

Sorted by open faults · source + simulated metrics

View schools

District	Schools	Labs	Smart cl.	Connectivity	Online	Faults	Status
CBECoimbatore	1,420	940	1,350	92%	93%	71	Optimal
MDUMadurai	1,380	890	1,280	90%	96%	69	Optimal
VLRVellore	1,210	720	1,020	86%	89%	60	Monitor
KPMKanchipuram	1,350	810~	1,190	88%~	91%	55	Monitor
NGIThe Nilgirisdemo	1,124	489~	719	82%~	86%	52	Monitor
CHNChennai	950	820	1,200	95%	96%	46	Optimal
KRRKarurdemo	911	483~	711	91%~	97%	46	Optimal
SLMSalem	1,500	860	1,240	88%	93%	45	Optimal
TRYTiruchirappalli	1,260	810	1,170	89%	91%	44	Monitor
TUTThoothukudi	920	480~	700	86%~	92%	44	Optimal
ARYAriyalurdemo	881	413~	608	90%~	93%	43	Optimal
CUDCuddalore	1,480	870~	1,280	83%~	87%	41	Monitor

Sources: TN Centralized Digital Monitoring deck (computer labs, smart classrooms, connectivity %) and TN Government Schools Analysis deck (schools, enrolment, teachers). Where the two decks disagree on a metric, the discrepancy is preserved — reconciling it is a governance outcome of the platform.

Predictive alertsமுன்கணிப்பு

Fix before it fails

14 projectors predicted to fail

Coimbatore, Salem · lamp-hours exceeded

within 14 daysPredictive maintenance

Connectivity degradation trend

6 blocks in Tirunelveli

next 7 daysConnectivity agent

23 smart boards on outdated firmware

statewide · security advisory

patch window openObserver agent

8 lab UPS units nearing end-of-life

Madurai, Dindigul

within 30 daysPredictive maintenance

41 labs idle > 21 days

redeploy candidates

utilization gapUtilization agent