Industry solutions · Renewable Energy

Renewable energy AI: customer pipelines for solar and EV, asset intelligence for what keeps running.

AI-driven customer acquisition for solar and EV-charging networks, plus asset-monitoring and ESG-reporting automation for battery storage and renewable infrastructure. One pipeline. Every asset class.

axc-renewables · fleet-intelligence
SOLAR · SITE-FEASIBILITY · TIER 1 INSTALLER
Residential solar enquiry
subject · terrace · 4-bed · 2-storey
context · roof pitch 27° · orientation SW · owner-occupier
SIGNALS
roof irradiance1,684 kWh/m² · yr
shading coeff0.08 · minor tree
roof usable area38.4 m² · clear
postcode tariff$0.31 / kWh peak
financing match2 lenders · 7-yr
MODELscore 0.86APPROVE
6.2kW system · 14 panels · 8.4y payback
high irradiance · low shading · strong self-consumption profile

What we build for renewable energy

Every layer of the renewable stack — customer to asset.

Every solution is a production system — not a proof-of-concept. Models, pipelines, agents, and reporting wired to your SCADA, CMMS, and ERP, with audit trails baked in. New categories added as the work scales.

Solar Customer Acquisition

End-to-end lead funnels for residential and commercial solar — site feasibility, financing orchestration, and installer handoff all in one system.

  • Satellite-data site feasibility scoring
  • Financing-partner integrations (leases, loans, PPA)
  • Proposal + system-design automation
  • Installer dispatch and scheduling workflows
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EV Charging Platforms

Expansion planning and day-two operations platforms for charge-point operators. Location scoring, driver apps, and grid-aware orchestration.

  • Location scoring against traffic + grid capacity
  • Operator dashboards + uptime SLAs
  • Driver-app backends + session pricing
  • OCPP-native charger fleet orchestration
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ESG + Carbon Reporting

Automated ESG and carbon-emissions reporting aligned to evolving disclosure standards — audit trails baked in, not bolted on.

  • Emissions accounting + GHG ledger
  • Scope 1 / 2 / 3 data ingest pipelines
  • Audit-ready disclosure packs
  • Board and regulator KPI dashboards
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Battery Storage Analytics

Battery storage asset intelligence — state of health, cycling strategy, degradation forecasting, and financial performance in one view.

  • SOC / SOH tracking per pack and cell-group
  • Degradation curves + warranty forecasting
  • Cycle-strategy optimisation vs tariff calendar
  • Revenue attribution by arbitrage / firming / FCAS
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Asset Monitoring AI

Predictive maintenance across renewable infrastructure — inverters, chargers, BESS, and balance-of-plant all on one pipeline.

  • Anomaly detection on output + thermal signals
  • Predictive-maintenance scheduling
  • CMMS work-order dispatch + parts prep
  • Uptime + revenue attribution via InsightAX
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How we engage with renewable operators

Telemetry-first. Prognostic. Revenue-tied.

A live example: an AI-powered asset-intelligence pipeline — from raw telemetry through predictive-maintenance dispatch, with ESG consolidation and live metrics at every step.

axc-renewables · asset-pipeline · run_1104 · phase 01/05
PHASE 01Live telemetry ingest
Pulling real-time data from every inverter, battery pack, and charge-point in the fleet — so nothing runs blind.
$ axc assets.ingest --poll 30s --agg 1m
connecting to 842 inverters · 28 BESS · 96 chargers
Huawei SUN2000 · Sungrow · SolarEdge adapters live
Tesla Megapack + BYD BMS · modbus + API bridges up
OCPP 1.6J charge-point stream · 96/96 online
normalising to unified fleet schema
·1-min aggregates flowing to feature store
prognostics + anomaly ML · CMMS-connected · live run
LIVE METRICS
Inverters
842 / 842
BESS units
28
Chargers
96 online
Poll cadence
30s
FLEET SNAPSHOT
966 assets · 312 MW capacity · 14.2 GWh month-to-date
01
Fleet diagnosis
We map every telemetry source across your fleet — inverters, BMS, chargers, SCADA, CMMS. Data quality gaps and integration risks documented.
02
ML model build
Anomaly detection and prognostic models built in parallel — per asset-class, per manufacturer, per duty profile. Explainability baked in.
03
Operations integration
Models wired into your CMMS, ERP, and technician-dispatch rails. Field-ops teams trained alongside deployment — not after.
04
Operate + improve
Monthly model retrain, drift alerts, and yield-loss-avoidance reporting. InsightAX ties every anomaly to uptime and revenue outcomes.

Why Axccelerate for renewable energy

Instrumented,
from the first MW.

Renewable assets that can't be monitored, modelled, or reported against aren't fit for production-grade operations. We build for operations teams, boards, and investors in the same breath.

Feature
Axccelerate
Typical agency
In-house
Live telemetry ingest (sub-minute)
Varies
Anomaly + prognostics ML per asset-class
Varies
CMMS / ERP integration (Maximo, ServiceNow, SAP)
Varies
Predictive-maintenance scheduling
Varies
ESG reporting automation
Varies
Emissions accounting (Scope 1 / 2 / 3)
Varies
Multi-asset-class (PV + BESS + EV) on one stack
InsightAX uptime + ROI attribution
No vendor lock-in
Varies

Pricing

One asset class or a full fleet —
priced to the deployment.

Every renewable deployment is custom — we scope against your fleet mix, CMMS stack, and ESG disclosure requirements before quoting.

Launch
Enquirefor pricing
One asset class

Single-fleet monitoring — solar-only, BESS-only, or EV-only. Full telemetry pipeline, anomaly detection, and a CMMS integration to match your ops rhythm.

1 asset class (PV · BESS · or EV)
Telemetry ingest + anomaly detection
CMMS integration
Monthly drift + yield-loss reports
InsightAX reporting access
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Most popular
Scale
Enquirefor pricing
Multi-asset operator

The full stack — solar, storage, and EV on one pipeline, plus ESG reporting and predictive-maintenance dispatch. Built for IPPs and multi-site operators.

All asset classes on one stack
Predictive-maintenance dispatch
ESG + carbon-reporting automation
Bi-weekly model reviews
Customer-acquisition funnels (solar / EV)
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Fleet
Enquirefor pricing
Enterprise portfolio

Dedicated engineering for IPP-scale portfolios. Custom prognostic models, full platform engineering, 24/7 monitoring, and bespoke ESG disclosure workflows.

Unlimited assets + custom models
Dedicated engineering team
Custom platform development
24/7 monitoring + on-call
Bespoke ESG + investor reporting
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No vendor lock-in · engineers on every scoping call. Request a custom quote →

FAQ

Common questions.

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Telemetry + CMMS + ESG integrated

Your renewable fleet, instrumented.

30-minute scoping call with a senior engineer and an ex-energy operator. You'll leave with an asset-intelligence plan, CMMS sketch, and realistic deployment timeline — not a sales pitch.