Everything it takes to run a fleet, wired into one system.
Monitoring, dispatch, field service, and compliance are one loop — Gen318 closes it. This page shows the actual surfaces your team will run it from.
Inverter IGBT drift — failure window 14–18d
09:41 WATBattery cell divergence above baseline
08:17 WATHarmattan soiling forecast — clean in 5d
06:55 WATFrom panel to decision, one conductor.
An edge node at every site keeps intelligence local, preserves dispatch advisory when the network disappears, and queues data until the link returns. Sub-50ms inference and 30+ days of autonomy remain validation targets; physical equipment actuation does not ship.
247 signals in. Five decisions out.
Alert fatigue is the #1 reason monitoring tools get abandoned. Gen318 groups cascading alarms to their single root cause and ranks what's left by cost of inaction — grounded in site load, tariff, service exposure, equipment risk, and response urgency.
SoC fluctuations, voltage dips that self-resolve, comms blips from 2G — the noise that makes operators stop reading dashboards.
A battery fault overworks the inverter, starts the genset, spikes the meter — that's one incident, not four alerts.
Five decisions, ranked by cost-of-inaction. The morning check drops from 45 minutes to 5.
Build toward earlier failure warnings.
Demand forecasting can use market days and seasonal context; battery and inverter models surface degradation for review. The target is enough lead time to turn emergency downtime into planned work. Live-site precision and lead time still have to be measured.
- Forecast bands, not point guesses — confidence shown honestly
- RUL countdowns per battery string, heat-cycling aware
- 12 inverter fault types classified from waveform signatures
- Thermal + visual inspection feeds panel-level health
Flagged 19 days before projected failure — work order WO-0142 opened automatically with parts list attached.
Battery string B2 — cell divergence, thermal stress pattern.
The work order arrives already diagnosed.
Nigeria is short half the skilled workforce its power sector needs, so Gen318 doesn't assume in-house teams — it runs a quality-scored network of certified technicians, and hands each one the diagnosis, the parts list, and the checklist before they get in the vehicle.
- AI routing — nearest qualified tech, skill-matched to the fault
- Parts pre-staged up to 60 days before predicted failure
- GPS check-in, photo capture, enforced diagnostic checklists
- Fully offline-first — syncs when the signal returns
- Every visit closes the loop: 'was the AI right?' trains the models
First-visit resolution: the metric this module exists to move.
The report behind the final site-specific tranche.
The current DARES mini-grid PBG pays 80% at commissioning and the final 20% after a minimum-consumption milestone within 12 months. Gen318 tracks the site's evidence and exports it in Odyssey-compatible, audit-trailed formats.
- Grant milestone + holdback tracking across the portfolio
- Productive-use scheduling — mill, cold storage, welding
- Customer default-risk prediction before disconnection
- Approved fleet briefs — every finding linked to frozen operating evidence
Every site, scored. Every vendor, compared.
The benchmark engine ranks every site in your portfolio and every hardware brand you run — the league table your Monday meeting starts from, and the evidence your next procurement leans on.
Site benchmarking
Every site percentile-scored across uptime, diesel efficiency, yield, and data completeness — the same rankings your investors see.
Hardware comparisons
Uptime, fault rates, and serviceability compared across every brand in your fleet — procurement decisions from your own data, not spec sheets.
Portfolio percentile, quarter over quarter
Your fleet against the anonymized DARES cohort — solid volt is you, dashed sky is the median. The gap is the product working.
Autonomy is earned, not assumed.
Every site starts read-only. Gen318 graduates to acting on your fleet only as its predictions prove out — and every level keeps the override in your hands.
Monitor
Read-only telemetry and alerting. Zero operational risk.
Advisory
Gen318 recommends dispatch actions; your operator approves each one.
Supervised auto
Gen318 controls dispatch inside your guardrails — never below 20% SoC, max 4-hour diesel runs.
Full auto
Autonomous dispatch with operator override, earned through proven prediction accuracy.
Volt bar = how much the machine is acting. The override is always yours.
Start monitoring. Graduate to assured.
Comply + Monitor
Stop losing days to reports.
- Unified fleet dashboard
- Odyssey-ready DARES reports
- Grouped, root-caused alerts
Predict + Save
Measure diesel savings. See failures coming.
- AI dispatch optimization
- Target: 14–21 day failure warning
- Work orders + demand forecasting
Assure
Future: financially backed availability.
- Target uptime instrument
- Future active dispatch control
- Future service-network capacity
Build + Assure
From commissioning to full lifecycle.
- Visual + thermal inspection
- Capacity expansion planning
- Commissioning-to-operations handoff
Works with your hardware. All of it.
Gen318 connects to the inverter, meter, battery, and genset brands already deployed across mini-grid and C&I solar fleets. One platform. Every vendor. No rip-and-replace.
See these screens on your own fleet.
Free assessment — we connect to your VRM in ~30 minutes.