Gen318 · AI-native operations and performance assurance

The operations brain for distributed energy fleets

Spot issues, coordinate field work and explain performance—all from one connected operating record.

Built for mini-grid operators, C&I asset owners and O&M teams, with cross-brand monitoring and AI-assisted investigation.

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 distributed-energy operations gap

Disconnected systems slow decisions and field response.

Equipment dashboards, fuel spreadsheets and field messages tell separate parts of the story. Teams lose time piecing them together to find the issue, coordinate the work and confirm what changed.

04Failure modes
Across four operating domains
PerformanceUnproven

Can you explain a missed service target?

An uptime figure alone does not explain an outage. The reviewer also needs the period, operating conditions and gaps in the source data.

FuelNo baseline

Did fuel use improve—or did demand change?

A lower fuel total can reflect lower demand, more solar or incomplete records. Without a site-specific baseline, the saving is hard to defend.

ReportingManual rebuild

Why does every report start from scratch?

Equipment readings, maintenance notes and spreadsheets tell separate parts of the story. Someone has to reconcile them before the client or board can review it.

UptimeUnresolved

Was the fault fixed—or just the ticket closed?

A closed job records that work ended. Without field findings and follow-up evidence, the next shift may still not know whether the problem remains.

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

From a site signal to a decision you can explain.

See what needs attention, investigate the cause and coordinate a response. Keep the supporting records with the work, so the next review starts with evidence.

  1. 01 · Observe

    A site issue in context

  2. 02 · Investigate

    An explanation with evidence

  3. 03 · Respond

    Assigned work and field findings

  4. 04 · Review

    A verified outcome

01 · Find the issue

Which site needs your attention?

Start with related alerts and site readings in one view. Separate an equipment warning from a stale connection before deciding what to investigate.

Identify what needs attention and what to investigate next. Keep the affected site, supporting signals and visible data gaps together as you work through the issue.

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

Turn the decision into work someone owns.

Assign a work order with the issue and its supporting context. Technicians return findings and evidence, giving the operations lead a record to assess.

A closed ticket isn't a fixed fault. Gen318 keeps the technician's findings, the post-repair readings and the supervisor's sign-off as separate records, so you can see 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

What you’ll see in a walkthrough.

Cross-brand
One fleet view
Delivered
and trusted — two-axis coverage
Per site
Approved diesel baseline
Reviewed
Human-approved AI proposals
Offline-first
Edge buffering
Attached
Field evidence and findings

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 →

Build on your existing systems. Keep their role.

Connect supported equipment and portals after checking model, access and signal coverage. 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

AI that helps you investigate. Evidence you can follow.

Bring asset health, alerts and forecasts into the same investigation. Ask helps you explore the supporting records and draft a response; authorised operators review proposals before an action is taken.

Ask drafts; your authorised operators decide. Equipment control is a separately enabled, safety-checked path.

Explore Ask and reviewed proposals →

Illustrative investigation

“What should we investigate at this site?”

  1. 01 · Specialist analysis

    Review alerts, asset condition and the available operating context.

  2. 02 · Ask

    Explore the supporting records and identify what is still uncertain.

  3. 03 · Reviewed proposal

    Draft a work order for an authorised operator to assess.

Battery Health

Estimates degradation and remaining useful life to inform maintenance review.

Inverter Diagnostics

Connects fault indicators to a diagnosis worth investigating.

Demand Forecast

Builds a demand forecast to support the next operating plan.

Dispatch Planning

Prepares recommendations for operator review.

Performance Reporting

Generates Odyssey or C&I uptime reports from the same evidence trail.

Weather

Helps explain generation changes with irradiance and weather context.

Intelligence at the edge. Even without internet.

On-site
data collection
Store & retry
data sync
Critical first
sync order

Site nodes keep collecting and analysing when the link drops, then sync critical records first when it returns. The cloud view tells you exactly how stale it is.

Compound learning

Learn from recorded outcomes.

Every technician finding and repair outcome is matched back to the prediction that triggered it, so your fleet's own history sharpens the next warning.

Follow through on the work

Connect operating results to the decisions and work behind them.

MEASUREMENT · PER SITE

Review a site-specific diesel comparison

Compare fuel and runtime against an approved site baseline under the actual operating conditions, so a diesel saving is one you can put in front of a client.

REPORTING · EXPLAINED

Give each reviewer the right output

Give clients an uptime report and capital reviewers a scoped portfolio record. Every figure carries its 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.

Built for review
Tenant-isolated
Append-only audit log
Quality checks
Local buffering
Deployment fitDiscuss
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