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Evidence for better decisions

NEI Insights

Practical briefing notes for owners, operators, technical teams and institutions working across energy, storage, cooling, net-zero strategy and responsible AI.

Featured briefings

Start with the decision, then examine the evidence.

Each briefing turns recognized research into a usable review sequence, states NEI’s interpretation and links to the original sources.

PV + storage·8 min read

Before comparing PV/BESS proposals, define the decision

A battery is not a business case. Define the service, evidence, operating logic and decision criteria before comparing equipment sizes or headline returns.

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Cooling·8 min read

Cooling optimization starts with schedules, controls and trend data

Establish when the system runs, how it is controlled, what the trends show and which comfort or process constraints are real.

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Energy + AI·9 min read

From energy data to AI: a practical readiness sequence

Move from an operational decision to usable data, a governed pilot and a measurable intervention—without beginning with an algorithm.

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Editorial standard

Evidence is part of the deliverable.

NEI distinguishes measured facts, third-party sources, estimates, assumptions and professional interpretation.

  • Primary and official sources are preferred.
  • Material assumptions and limitations are stated.
  • No invented performance claims or implied endorsements.
  • NEI remains accountable for its conclusions.
Research themes

Where evidence meets implementation.

Energy diagnosticsBaselines, data quality, performance indicators and opportunity screens.
PV and storageUse cases, tariffs, dispatch, degradation, risk and proposal review.
Cooling and buildingsSchedules, controls, trends, service constraints and retrofit priorities.
AI and digital toolsDecision framing, readiness, governance, pilots and measured adoption.
Net-zero strategySequencing, dependencies, implementation pathways and institutional capability.
Research commercializationValue propositions, validation, pilots, partners and evidence for scale.

Bring a decision that needs a clearer technical view.

NEI can help frame the evidence, compare credible options and define the next justified action.

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Australian evidence desk

Track the transition through primary sources.

NEI uses official market, system-planning and regulatory evidence as context, then tests what it means for the client’s site and decision. Australia’s national statistics estimated renewables at 39.5% of total electricity generation in 2025, while AEMO’s 2026 Integrated System Plan sets out the least-cost development path for the National Electricity Market through 2050.

SYSTEM PLANNING

AEMO 2026 Integrated System Plan

Roadmap and supporting datasets for generation, storage, transmission, demand-side factors and system security in the NEM.

Open the official ISP →
NATIONAL DATA

Australian Energy Statistics

Official national generation data, including on-grid and off-grid electricity and the changing renewable share.

Open official electricity data →
DISTRIBUTED ENERGY

Clean Energy Regulator

Official evidence on small-scale solar and battery deployment, scheme administration and compliance priorities.

Open the official scheme →

Interpretation note: national and market-level evidence does not replace site data, state rules, network requirements, tariffs or a qualified local engineering assessment.