EcoIQ
EcoIQ Platform Module

EcoIQ Impact MRV Layer

Before, action, after — verified impact.

EcoIQ Impact MRV tracks the full evidence chain from baseline measurement to verified results. It captures photos, documents, bills, sensor data, invoices and monitoring signals before and after modernisation, then generates credible impact reports showing energy saved, emissions reduced, costs lowered, harm reduced and Maqasid/Mizan scores improved.

Connected EcoIQ Modules

The MRV Layer proves the impact these modules generate:

Asset Passport

Supplies the asset record — baseline condition, modernisation pathway and ownership — that every MRV project tracks against.

Omnimodal Evidence Panel

Supplies the photos, videos, documents and sensor readings used as before and after evidence.

Amanah Autopilot

Runs overnight checks for missing baseline data, weak evidence or delayed implementation, and prepares a morning MRV follow-up list.

Microsoft Ecosystem Core Stack

Provides the agent, RAG, digital twin and dashboard building blocks a production MRV implementation would run on.

Digital Twins

Model the asset before and after modernisation so simulated and measured performance can be compared directly.

Power BI dashboards

Visualise energy, cost, emissions, downtime and Maqasid/Mizan trends for investors, governments and community stakeholders.

Institutional Finance Engine

Uses verified impact records as proof points to unlock the next tranche of blended, CAPEX-free or investor-backed financing.

Maqasid/Mizan ethical scoring

Scores whether the modernisation actually protected health, wealth and resources, and restored balance — not just cut a number on a spreadsheet.

MRV Workflow

Step 1

Measure Baseline

Capture current energy use, fuel use, water use, emissions, cost, downtime, safety risk, photos and documents.

Step 2

Record Evidence

Store photos, videos, energy bills, fuel invoices, sensor data, maintenance logs, inspection notes and third-party reports.

Step 3

Approve Action

Human reviewer approves the recommended modernisation pathway before implementation.

Step 4

Implement Upgrade

Track supplier, budget, installation date, equipment, invoice, project owner and implementation status.

Step 5

Measure After

Collect post-upgrade data from meters, sensors, photos, bills and operational logs.

Step 6

Compare Before/After

Calculate energy saved, CO2 reduced, cost saved, downtime reduced, waste reduced and risk reduction.

Step 7

Verify Impact

Check whether evidence is strong, medium or weak. Flag missing data and require expert review where needed.

Step 8

Generate Report

Create investor, government, CSR, Islamic finance and community impact reports.

Evidence Types

Meter readingsEnergy billsFuel billsWater billsPhotosVideosSensor dataMaintenance logsInvoicesSupplier reportsThird-party inspectionsSatellite/geospatial dataPower BI dashboards

Impact Metrics

kWh savedFuel savedCO2 reducedWater savedWaste reducedHeat loss reducedDowntime reducedMaintenance risk reducedHealth risk reducedCost savedPayback progressMaqasid score improvementMizan score improvementNo Harm Gate statusEvidence quality score

Example Project

Project

Boiler House #3 Modernisation

Before

  • Coal-based heating
  • Visible soot marks
  • Uninsulated pipes
  • No smart meter
  • High fuel cost
  • High heat loss risk

Action

  • Pipe insulation
  • Smart meters
  • Boiler servicing
  • Efficiency controls
  • Monitoring dashboard

After

  • Lower fuel use
  • Lower heat loss
  • Better monitoring
  • Reduced emissions
  • Improved safety visibility

Verified impact

  • Energy use reduced
  • Emissions reduced
  • Cost reduced
  • Maqasid score improved
  • Mizan score improved
  • Evidence quality: medium/high

Impact Evidence Chain

SourceBaseline factModernisation actionPost-action measurementImpact calculationVerification statusReport

Evidence Quality

Strong evidence

Meter data, sensor logs, audited reports, invoices, before/after photos, third-party inspection.

Medium evidence

Company documents, maintenance logs, operator notes, partial bills, internal reports.

Weak evidence

Marketing claims, vague ESG statements, old data, no baseline, no timestamped proof.

No project should be counted as verified impact without before/after evidence.

Maqasid/Mizan Interpretation

Maqasid: Impact is not only technical. It should show protection of life, health, wealth, resources, community welfare and future generations.

Mizan: Impact should show that the system became more balanced: less waste, less harm, more useful output, better resource stewardship.

Dashboard Layout

Top

Project status, MRV status, evidence quality, impact score

Left

Before evidence

Middle

Action and implementation timeline

Right

After evidence

Bottom

Charts showing energy, cost, emissions, downtime and Maqasid/Mizan improvements

Connection to Amanah Autopilot

Amanah Autopilot can run overnight and check whether projects have missing baseline data, weak evidence, delayed implementation, missing after-data or unverified impact. In the morning, it prepares an MRV follow-up list for human approval.

Connection to Microsoft

The MRV Layer can use Microsoft Fabric, Power BI, Azure Digital Twins, Azure IoT and Responsible AI tooling to store, monitor, visualise and audit verified impact.

Safety and Governance

  • EcoIQ MRV is an evidence and reporting layer, not a replacement for certified engineering, environmental or financial audit.
  • High-impact claims require expert review.
  • Maqasid/Mizan is ethical decision-support, not a fatwa.
  • If evidence is incomplete, the system must show "Needs verification".
  • Do not allow unsupported impact claims.