Smarter Savings: How Enistic AI Estimates Energy, Carbon and Cost Savings

December 12, 2025

Selecting the right energy-saving project is often far more complex than it first appears. Organisations face an overwhelming list of options, each with their different costs, operational implications, and expected savings. Without solid data, it can be extremely difficult to judge which projects are genuinely impactful, financially viable, or aligned with your Net Zero strategy.

Before committing to any energy-saving initiative, whether it’s upgrading lighting, introducing heat pumps, or redesigning transport policies, you first need to identify your starting point. If you don’t know where you are beginning from, you can’t know the direction your project is heading nor what impact it can deliver.

How much energy are you currently using? How much carbon could realistically be reduced? Will the investment pay off?

Clear reliable answers to these questions are essential for effective Net Zero Planning and for meeting compliance requirements such as ESOS, SECR, SBT, and CSRD. But obtaining these answers manually can be slow, data-heavy, and inconsistent. Enistic’s AI-powered project estimation engine provides a solution for this by delivering quick, reliable savings estimates underpinned by decades of real project data.

 

 

The Two Big Questions Every Estimate Must Answer

What level of accuracy is required?

Some projects only need a quick ballpark figure. Others, especially high-value or complex initiatives, require investment grade analysis with precise assumptions and detailed modeling.

Enistic typically provides a practical middle-ground, with estimates accurate enough to support decision-making and compliance, without the time and cost expenditure of manual deep-dive modelling.

What type of savings are you prioritising?

Different projects deliver different benefits. Understanding the primary goal of your project ensures the estimates reflect what truly matters. Are you prioritising energy savings, carbon savings, or financial savings?

 

 

How Enistic AI Estimates Your Savings

In three easy steps, Enistic AI generates savings estimates based on project category, site information, historic performance, and training data from past projects – delivering results that are significantly more accurate than generic AI models such as OpenAI, Gemini, and Claude.

 

Choose your project type: Select from a library of predefined project categories, or create your own.

Screenshot of Enistic’s Project Dashboard

 

Link your project to a site: Select a site for the platform to analyse based on size, operational profile and location, this allows the AI to generate context-specific assumptions and more accurate savings estimates.

Screenshot of Enistic’s Link to Site Section

 

Add optional details to improve accuracy: You can provide additional inputs to refine the estimate even further.

Screenshot of Enistic’s Additional Input Options

 

Get your savings estimate: The platform instantly generates projected energy, carbon, and financial savings, along with the full calculation methodology so you can review or adjust assumptions.

Screenshot of Enistic’s Results Statement 

 

A Smart, Fast Way to Estimate Project Impact

Understanding where you are starting from is the first step in any successful carbon reduction plan. Enistic AI provides the clarity, accuracy, and speed you need to confidently decide which projects to invest in.

If you’d like help using our AI-powered project estimation engine, we’re here to support you.

 

Book A Demo

 

Book a demo

Talk to our team to:

  • Explore how Enistic is effectively used by companies to track, analyse, and report their carbon emissions.
  • Discover seamless methods for data gathering and integrating Enistic into your team's daily workflow with minimal disruption.
  • Seek custom solutions and receive tailored support.
  • Explore pricing options suitable for your company and your needs.

Our Latest Blog Posts

SECR Software vs Carbon Accounting for UK PLCs

Most UK PLCs do not have a SECR problem. They have a data problem that shows up once a year in the annual report. Streamlined Energy and Carbon Reporting (SECR) sets the legal minimum for quoted companies: global Scope 1 and 2 emissions, energy use, an intensity ratio...

Who Can Help With CSRD Compliance in the UK

The EU's Omnibus I package has cut the number of companies caught by the Corporate Sustainability Reporting Directive (CSRD) by roughly 90%. For UK businesses, that has turned the question around. It is no longer "how do we comply?" but "do we need to, and if so, who...

How to Build a Supplier PCF Data Survey in 2026

Most supplier data surveys fail in a predictable way. You send a request to four hundred suppliers. Ninety reply. Of those ninety, a third send a corporate emissions figure instead of a product one. Several attach an environmental product declaration for a similar but...

SORP 2026: What The New ESG Reporting Rules Mean For Your Charity

If your charity's financial year started on or after 1 January 2026, your first SORP 2026 reporting year is already underway. That matters, because the data your trustees will need to report is being created right now. It's sitting in your energy bills, travel claims,...

SECR Software vs Carbon Accounting Platforms: Which Should UK Manufacturers Choose?

If SECR is the only emissions obligation your business will ever face, dedicated SECR software will do the job. Very few UK manufacturers are still in that position. Customers are sending Scope 3 questionnaires. EU buyers want embedded emissions data. Public sector...

Blues Go Green: Measuring the Carbon Footprint of a Birmingham City Matchday

Ask most football clubs how much carbon a matchday produces, and they could probably give you an estimate. However, very few could give you a measured number. Blues Go Green set out to change that. What is Blues Go Green? Blues Go Green is a partnership between...

How To Get Supplier PCF Data for EPDs and LCAs

You have commissioned an EPD. Data has been collected. The LCA practitioner starts building the model and comes back with a list: this supplier figure covers different modules, that one was calculated under the previous version of the standard, this one has expired,...

ESOS Phase 4 Costs and Deadlines in the UK for 2026

Most organisations think of ESOS as just an audit, a signature, or a notification, often filed and forgotten for four years. The ones getting value from it treat the audit as the input to something else. Phase 4 asks you to identify cost effective energy savings...

How to Measure Supply Chain Emissions for CSRD

Measuring your supply chain emissions and producing a CSRD ready disclosure are two different jobs, and the second one is where most programmes stall. A number in a spreadsheet is not a disclosure. Under CSRD you have to justify why you reported that category at all,...

What Is Scope 3 Emissions Measurement in 2026

Scope 1 and Scope 2 are, by comparison, easy. You own the boilers. You pay the electricity bills. The data exists somewhere in your organisation and someone can go and find it. Scope 3 is different, because it sits almost entirely in other people's businesses. Your...
Loading...
BICS Application £35 to £40 per MWh off your electricity bill, every year for five years. Government relief for UK manufacturers. Applications run from 1 October to 30 November 2026.Check if you qualify
+