Gen318 · AI-native operations and performance assurance

The operations brain for distributed energy fleets

Find performance losses, coordinate repairs and show what improved—all from one connected operating record.

For mini-grid operators, ESCOs and C&I teams responsible for power at factories, hospitals, campuses and commercial sites.

Member ofNVIDIA Inception Program
Built for mini-grids, commercial solar portfolios, and hybrid C&I plants
Telemetry, decisions and field work in one operating record
AI investigations with the evidence attached, and your team decides
The console

One operating record, from fleet to field.

Explore the console. Open Kaduna Hybrid 02, follow its alert, or switch screens above the preview.

Gen318
Fleet Overview
Operator profile

Fleet Overview

Performance, power supply and the sites to act on.

Fleet summary · 01–30 Sep
Sites
7
7 states · 4 operating without alerts
Availability
97.7%
site mean · raw, 30 d
Data delivery
95.5%
99.2% accepted · site means
Open alerts
3
3 sites need attention

Fleet power balance

7 sites · Supply to load by source

18 Sep · WAT
kW
240180120600
Data gap
00:0006:0012:0018:0023:45
13:00 WAT15-minute reading
Solar 72.1 kWBattery 1.9 kWGrid 13.9 kWGenerator 0.0 kWDemand 87.9 kW

Solar supplies the daytime load; generators support the evening peak. Battery values show discharge.

Sites · 7 of 7
SiteTypeStateAvailability (raw)DeliveredAcceptedFuel vs baseAlerts
Mini-gridKaduna96.8%96.9%99.6%−15.7%1
Lokoja RiversideMini-gridKogiown rules96.1%81.2%link down 6 h99.8%−9.6%1
Onitsha Market Block CC&I hybridAnambra95.2%95.9%97.2%−11.3%1
Ikeja Cold StoreC&I hybridLagos99.4%99.2%99.9%−22.1%0
Nsukka Campus WestC&I solarEnuguown rules98.8%97.5%99.1%—0
Bauchi Clinic ClusterMini-gridBauchi98.3%98.4%98.7%−14.0%0
Kano Industrial EstateCaptive gensetKano99.1%99.7%99.9%no baseline0
Find the site that needs attentionCompare availability, fuel performance and open alerts across a mixed fleet, with data quality in view.
The operating challenge

Nigeria’s energy challenge doesn’t end at installation. Performance has to hold up every day.

Every asset has a job to do: keep power available, control fuel costs and deliver a return. Operators need to spot losses, get faults fixed and show what improved across solar, batteries, grid supply and generators.

04Market pressures
Nigeria · The operating reality
Fuel costMargin pressure

Diesel power costs $0.30–$0.60 per kWh.

Did fuel use improve—or did demand change? World Bank Group · 2025, p. 42

ReliabilityLost uptime

Businesses face an average of 8 hours of power outages a day.

Can you explain a missed service target? World Bank Group · 2025, p. 5

PerformanceValue at risk

Asset returns depend on sustained operating performance.

Was the fault fixed—or just the ticket closed?

CapitalProof required

Results-based funding makes verified delivery a condition of payment.

Why does every report start from scratch? REA · DARES verification requirements

The foundation

Know what is happening across your sites.

Bring supported equipment readings into one view to spot changes and decide where to investigate. Freshness and coverage checks help distinguish an equipment issue from a gap in the data.

  • Offline-first edge — stores readings locally and retries sync after interrupted links

  • One metric vocabulary — brings supported equipment into a shared fleet view

  • Delivery and trust checks — distinguish missing readings from readings that arrived but need scrutiny

  • Visible freshness — shows when the cloud record is stale while an edge node is disconnected

A gap stays a gap. It is not silently treated as zero.

Fleet recordSample

Illustrative fleet record. Hatching marks readings backfilled after a link came back.

KANO-04Received
SOKOTO-01Received
KADUNA-02Backfilled
Backfilled
JIGAWA-07Received
BAUCHI-03Received
NIGER-05Received
PLATEAU-02Received
KEBBI-06Received
GOMBE-05Received
YOBE-01Received
KATSINA-09Received
ZAMFARA-04Received
ADAMAWA-03Received
BENUE-08Received
NASARAWA-06Received
+9 more
ReceivedGenset ranBackfilledLatest
One connected operating loop

Run the fleet as one connected operation.

Bring equipment signals, AI investigation, field work and performance evidence into the same operating record.

From equipment to action

A shared view. A coordinated response.

Site hardware feeds the operating record. Your team investigates and directs the response.
Built for daily operations

Start with one site. Add the next without starting over.

Explore the platform
01 · Find the issue

Know where performance is slipping.

Compare site availability, energy delivery and equipment warnings. See where to investigate first.

Inspect the readings and related alerts behind a change. Freshness and coverage checks help you distinguish an equipment issue from a gap in the data.

FLEET MONITORING
signals, freshness and coverage
OPERATOR DASHBOARD
Web • Mobile • PWA
ANOMALY DETECTION
Alerts & Diagnostics
EDGE TELEMETRY
On-site • Offline-ready
WEATHER & FORECAST
Irradiance • Demand
GEN318 · UNIFIED FLEET
FLEET OPERATIONS
from reviewed decision to assigned work
DISPATCH PLANNING
Solar • Battery • Genset
WORK ORDERS
Triage & Technician
PERFORMANCE REPORTING
Client • Portfolio • Programme
FIELD EVIDENCE
Findings & Review
GEN318 · UNIFIED FLEET
02 · Coordinate the response

Give every fault an owner. Follow the repair through.

Assign work with context, collect technician findings and review what happened afterward.

Keep technician findings, post-repair readings and supervisor sign-off together. See what was done, who reviewed it and whether the repair held.

Choose the decision that matters

Where would you start?

Start with the operating question your team needs to answer. Explore the relevant workflow before expanding the scope.

PROTECT

Are we meeting our service obligations?

Evidence attached

Bring uptime, energy and reporting-period completeness into the client review. Programme participants can prepare Odyssey-compatible exports with their site evidence.

Client uptime reports · Portfolio evidence · Programme exports

PLAN

What should we plan for the next operating period?

Site-specific basis

Use demand, weather, battery and genset context to assess dispatch recommendations. Compare diesel use against an approved site baseline so the saving is one you can defend.

Dispatch recommendations · Demand forecasts · Fuel evidence

PREDICT

Which asset needs closer investigation?

Evidence-led

Battery and inverter analysis flags degradation and fault indicators early. Field findings are recorded against each warning, so you can see how often the model was right.

Asset health · Fault investigation · Recorded outcomes

Bring your priority to a focused walkthrough.

Request a demo
How the record works

Operational decisions. Evidence you can follow.

Connect fleet intelligence, field response and performance reporting through one operating record.

Illustrative workflows

2 axes

Know your fleet’s performance—and the evidence behind it.

Track data delivery and trust together, across interrupted connections.

Delivered coverageTrust coverage
Readings are retained locally during a connection gap.
ReceivedBufferedFlagged

Level 0

AI investigates. Your team directs the response.

Turn findings into reviewed proposals, assigned work and repair follow-up.

An operator reviews a proposal before assigning work.Human approval first. Equipment control is enabled separately.

Per site

Make fuel performance explainable.

Compare diesel use against a baseline adjusted to each site’s operating conditions.

Adjusted baselineObserved use
Baseline adjusted for site conditions.Days 22–23: no observed data.

Stated limits

Stand behind the results.

Prepare performance and compliance reports with their period, coverage and calculation basis attached.

Period
01–30 Sep · illustrative
Basis
Received ÷ expected readings
96 expected per day
Inputs
Collecting period readings
Building the period record.Example coverage threshold: 95%.

Make the first site useful. Scope it before expanding.

01

Choose the scope

One question, one starting site

Identify the equipment, people and operating question to cover. Agree what a useful review would need to show.

02

Check the inputs

Access, mappings and history

Review vendor permissions, available signals and connectivity. Confirm which connection paths fit the equipment.

03

Establish the basis

Coverage before conclusions

Inspect delivery, trust and missing history. Set the relevant baseline and reporting period before interpreting comparisons.

04

Agree the workflow

Roles, review and enablement

Confirm who investigates, assigns work and reviews evidence. Scope optional Ask or control capabilities separately before use.

Your team brings

Equipment context and the people who use it.

  • A site and equipment list, with models, firmware and the measurements you need.
  • Someone authorised to arrange vendor API access or local commissioning, alongside an operations or maintenance lead.
  • Available operating history, work records and relevant service terms. Report dates, missing periods and existing fuel baselines help define a useful comparison.

Scope with Gen318

A connection path and a useful first output.

  • Confirm whether a supported cloud connection supplies the required data, or whether local collection needs an edge node and device mapping.
  • Agree the workflow, responsible roles, configuration and output to inspect: an investigated issue, a maintenance record or a period report.
  • Set the deployment scope and schedule after checking access, commissioning, data history and review requirements.

Start with one site and one question. Expand when the first answer is useful.

Check connection requirements before an enquiry →

Bring your equipment into one operating view.

Connect supported systems and organise their readings into a consistent fleet record. SparkMeter remains the metering and billing partner; Odyssey remains the programme platform.

Victron Energy
Inverters, BMV, MPPT via VRM API + Modbus
SparkMeter
Telemetry from SparkMeter / Koios
Huawei FusionSolar
String inverters & monitoring
Growatt ShineServer
Hybrid inverters
Odyssey
DARES compliance report export
Generic Modbus
Site-specific genset and BMS mappings
AI-assisted operations

Your energy operations copilot.

Ask questions, investigate changes and review recommended actions—with the evidence alongside.

01 · Ask

Ask a question. Open the evidence.

Explore operating records and save an investigation you can return to.

GEN318

Amina Yusuf

Operations manager

Ask

Ikeja · Factory / 17 vs 18 Sep 2026 · 07:30–11:30 WAT

Evidence attached
18 Sep · 11:35 WAT · INV-0184

Why did generator runtime increase at Ikeja on 18 Sep compared with 17 Sep?

Ask Gen318

Runtime rose from 1 h to 3 h in the same morning window.

The grid interruption also lasted two hours longer. This supports the runtime explanation; it does not establish litres consumed. A separate battery warning remains open.

Continue this investigation

INVESTIGATION

Generator runtime review

Ikeja · Factory · 17 vs 18 Sep 2026 · 07:30–11:30 WAT

Generator runtime · 17–18 SeptemberSame window: 07:30–11:30 WAT · 2026
17 Sep
1 h
08:00–09:00
18 Sep
3 h
08:00–11:00

Basis: recorded generator start/stop transitions.

Finding

Generator runtime increased by 2 hours, alongside a 2-hour increase in grid interruption. The battery warning remains a separate inspection lead.

02 · Agent Inbox

Know what needs your decision.

Review proactive recommendations with their reasoning and proposed next step.

GEN318Agent Inbox
Amina Yusuf

Operations manager

Recommendations for review

Ikeja · Factory / PROP-0184 · Generated 18 Sep 2026, 11:40 WAT

Open proposals
IKEJA · FACTORYNeeds review

Inspect the open battery temperature warning

The warning raised at 08:40 remains open at the 11:30 cutoff. Check airflow and fan operation; the physical cause is not yet confirmed.

Warning18 Sep · 08:40 WAT · battery temperature
Last reviewed18 Sep · 11:30 WAT · warning still open
Linked analysisINV-0184 · generator runtime review
Decision ownerAmina Yusuf · Operations manager
Proposed next step

Cooling-system inspection

Prepare a work order with the warning history and operating context attached. Your operator reviews the scope before assigning work.

Work type

Inspection

Suggested assignee

Tunde Adeyemi

Status

Awaiting review

Review checkpoint: 18 Sep · 11:40 WAT. Approval and field findings appear on the next screen.
03 · Outcomes

See what happened after the decision.

Connect assigned work, technician findings and follow-up evidence.

GEN318Outcomes
Amina Yusuf

Operations manager

Follow the decision through

Ikeja · Factory / WO-1048 · As of 19 Sep 2026, 14:00 WAT

Operational outcome
IKEJA · FACTORYWork completed

Cooling warning cleared after inspection

The technician cleaned a blocked intake at 09:35 on 19 Sep. The warning cleared at 09:42, with no recurrence recorded through 13:42.

18 Sep · 11:50Amina Yusuf approved PROP-0184
18 Sep · 11:52WO-1048 assigned to Tunde Adeyemi
19 Sep · 09:10Technician recorded a blocked intake
19 Sep · 09:35Intake cleaned; airflow checked
Value ledger

Post-work observation

Review the recorded post-work window alongside the technician finding. Clearing this warning does not establish fuel savings.

Warning cleared

19 Sep · 09:42 WAT

Follow-up window

19 Sep · 09:42–13:42 · no recurrence

Fuel-saving attribution

Not assessed in this work-order outcome

Operational follow-up complete for this window. No fuel-saving claim attached.
Across your fleet

Intelligence across the operating picture.

  • Battery health

    Assess degradation and maintenance needs.

  • Inverter diagnostics

    Investigate fault indicators and equipment risk.

  • Demand forecasting

    Anticipate demand for the next operating period.

  • Dispatch planning

    Review solar, battery and generator operating recommendations.

  • Weather context

    Interpret generation changes alongside local conditions.

  • Performance reporting

    Carry operating evidence into client, portfolio and programme reviews.

Continues at the site.

Site nodes keep collecting and analysing through connection gaps, then sync when connectivity returns.

Learn from recorded outcomes.

Compare predictions with technician findings and observed results to evaluate accuracy and inform model improvement.

Follow through on the work

One operating record. Clear answers for every team.

MEASUREMENT · PER SITE

See what changed—and what drove it.

Compare fuel use against an approved site-specific baseline that accounts for operating conditions. Explain the change in the context of demand, solar generation and runtime.

REPORTING · EXPLAINED

Bring the record into the review.

Operators see where to act. Asset owners see how sites perform. Investors can review results and supporting evidence. Client, portfolio and programme reports carry their period, coverage and calculation basis.

REVIEW · TRACEABLE

Review what happened after the repair

Evidence packages keep the field record, the post-repair readings and the supervisor's review together, so you can show what was done and what happened after.

Where your team operates

Different sites. A shared operating record.

Start with the equipment and responsibilities at your sites. Find the workflow that helps your team investigate, maintain and review them.

Industrial & commercial plants

Bring connected solar, battery, diesel and grid readings into the same operating review.

Explore C&I operations

Telecom energy sites

Assess monitoring and maintenance workflows for supported tower power equipment.

Discuss equipment fit
Built for review
Tenant-isolated
Append-only audit log
Quality checks
Local buffering
Deployment fitDiscuss
Talk to engineering