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 — inference in under 50ms, dispatch decisions with no network, 30+ days of autonomy. The cloud brain learns across the fleet and serves your team wherever they are, including WhatsApp.
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 — learned from how your own operators respond.
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.
Failures announced two weeks early.
Every site gets a digital twin, recalibrated with each telemetry cycle. Demand forecasting knows market days, Ramadan, and harvest season; battery models know what West African heat does to chemistry. When something drifts, the work order is already written.
- 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 that releases $24,000 a site.
DARES holds back 20% of every grant pending verified performance. What takes 2–5 days per site in spreadsheets, Gen318 generates in under an hour — Odyssey-formatted, audit-trailed, milestone by milestone.
- Grant milestone + holdback tracking across the portfolio
- Productive-use scheduling — mill, cold storage, welding
- Customer default-risk prediction before disconnection
- Investor dashboard — portfolio IRR, CO₂, site benchmarks
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
Cut diesel 15–30%. See failures coming.
- AI dispatch optimization
- 14–21 day failure prediction
- Work orders + demand forecasting
Assure
95% uptime, financially guaranteed.
- Uptime SLA with money behind it
- Active dispatch control
- Certified technician network
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 every major brand deployed across DARES sites. 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.