Representative Expo Data
248
Representative Expo Data
231
Online
Representative Expo Data
9
Attention Required
Representative Expo Data
4
Maintenance Due
Representative Expo Data
1.82 ML
Water Delivered Today
Representative Expo Data
97
AI Recommendations
Representative Expo Data
4.2 tCO₂e
Carbon Reduction
Representative Expo Scenario
Executive operations center
AI-Kit Mission Control
Operating intelligence for solar pumps, water delivery and distributed energy assets—designed to support fleet teams, field partners and decision-makers.
India operations footprint
Representative monitoring network
Real field pilotRepresentative demo asset
Network Operations Center
Fleet operating status
| Asset | Location | Status | Frequency | Water | Last Update |
|---|---|---|---|---|---|
| Pilot-1Field pilot | Bengaluru | Running | 42 Hz | 86.4 kL | 2 min ago |
| Pilot-2Field pilot | Tamil Nadu | Running | 38 Hz | 74.8 kL | 4 min ago |
| Pump-014Demo | Hyderabad | Attention | 31 Hz | 48.2 kL | Demo · 8 min |
| Pump-089Demo | Jaipur | Maintenance | — | 32.6 kL | Demo · 19 min |
| Pump-173Demo | Ahmedabad | Offline | — | — | Demo · 1 hr |
| Pump-211Demo | Nagpur | Running | 36 Hz | 57.1 kL | Demo · 5 min |
Rows marked Demo are representative and do not imply live telemetry.
AI Decision Center
Recommendations with reasons, impact and confidence
Human-led decision support using representative expo scenarios. Suggestions are advisory and do not automatically control physical pumps.
01Suggested
Cloud cover forecast
Suggested: review a simulated frequency of 33 Hz.
- Reason
- Representative forecast indicates intermittent cloud during the present pumping window.
- Expected impact
- Can improve pumping continuity under lower solar input.
- Longer pumping duration
- Confidence
- 91%
- Representative scenario estimate
02Suggested
Maintenance prediction
Suggested: inspect Pump-089 during the next planned visit.
- Reason
- Representative vibration and current patterns show a developing equipment-health signal.
- Expected impact
- Supports planned intervention before a possible interruption.
- Lower unplanned downtime risk
- Confidence
- 87%
- Representative scenario estimate
03Suggested
Water demand forecast
Suggested: prioritise the evening storage refill window.
- Reason
- Representative demand profile indicates higher draw from the village tank tomorrow morning.
- Expected impact
- Can improve water availability planning for the expected demand period.
- Better storage readiness
- Confidence
- 84%
- Representative scenario estimate
Real Pilots
Field deployments at the center of the story
The two existing AI-Kit field pilots link directly to their established pages.
Live Field Pilot● Telemetry response available
Pilot-1
Bengaluru
Read-only field telemetry
Stale- Operating status
- Stopped
- Frequency
- 0.0 Hz
- Irradiance
- Unavailable
- Measured water flow
- Unavailable
Last update: 30 Jul 2026, 6:48 pm
Freshness: 4 hr old
This retained field reading is not current. Verify conditions before acting.
Monitoring and decision support only. This view cannot issue pump or VFD commands.
- Current operating mode
- Solar pump monitoring
- Digital Twin
- Interactive simulation available
Live Field Pilot● Telemetry response available
Pilot-2
Tamil Nadu
Read-only field telemetry
Stale- Run status
- Stopped
- PV voltage
- Unavailable
- Motor frequency
- 0.0 Hz
- Flow
- 0.0 LPM
- Signal strength
- 45
Last update: 31 Jul 2026, 4:42 am
Freshness: Timestamp clock skew
This retained field reading is not current. Verify conditions before acting.
Monitoring and decision support only. This view cannot issue pump or VFD commands.
- Current operating mode
- Farm pump optimisation
- Digital Twin
- Digital Twin pathway
Recent events · Read only
Verified telemetry activity
Pilot-1 latest telemetry received
Field status: Stopped · freshness: stale
Pilot-2 latest telemetry received
Field status: Stopped · freshness: stale
Entries come only from returned pilot telemetry timestamps. Demo fleet events are not presented as field events.
PM-KUSUM connection
An operations layer after installation
PM-KUSUM supports solar energy use in agriculture. AI-Kit is positioned as an operations and intelligence layer after installation. Relevant users may include farmers, EPCs, O&M providers, agencies and DISCOMs.
AI-Kit does not administer subsidies or approve scheme eligibility. Official programme rules govern eligibility, procurement and subsidy matters. Programme implementation remains subject to official Government of India and state agency policies.
Explore PM-KUSUM use case →Illustrative operating pathway
01Program
02Solar Pumps
03Telemetry
04AI
05Water Accountability
06Predictive Maintenance
07Fleet Operations
08Decision Support
Business Impact
Move from fragmented field work to connected decisions
AI-Kit is designed to support operational teams with shared visibility, analysis and simulation context.
Without AI-Kit
Manual site visits
Reactive maintenance
Limited visibility
Unknown water delivery
Fragmented reporting
With AI-Kit
Remote visibility
Decision support
Digital Twin
Fleet monitoring
AI recommendations
Water accountability
Executive Summary
Operating Intelligence for Solar Water Infrastructure
10,000+
Assets Supported
Representative Expo Data
Millions
Litres Analysed
Representative Expo Data
24×7
Remote Visibility
Representative Expo Data
AI
Decision Support
Representative Expo Data