kWIQly interprets automatic meter reading data and identifies energy waste. Energy Waste is identified, quantified and diagnosed for cause to minimise the energy efficiency response cycle to eliminate energy waste as fast as possible.. Time spent reading graphs is saved as key features are extracted using pattern recognition. This makes it possible to pre-qualify buildings for energy audits and ensure that travel and time costs of energy experts are not wasted on purely speculative visits. kWIQly also maintains self-adaptive achievable targets that are based on time of week, weather and operational states. This improves accuracy of budgeting, and means exception reports are sensitive to valid change which reduces false positives. Outputs in the forms of dashboards, leaderboards, online scheduled or ad-hoc report generation and graphics and statistical summaries are available. Energy audit services find that a scalable overview of a priority at the time of EPC contract bidding can be very convincing