Pillar 02 · ESG Attribution Tracking

Prove the Value. Protect the Data. Present to the Board.

The ESG Alignment Summary maps cost, tokens, energy, and carbon onto the ESG and governance pillars that matter. Clear signals that show your operation is in command of every line it reports.

A claim is only as strong as the record behind it.

A sustainability claim that cannot be traced is a promise, not a report. FlowTabulator turns the work the platform already measures into ESG attribution your stakeholders can trust. Cost, tokens, energy, and carbon are captured once, at the source, and mapped onto the pillars your board reports against.

No spreadsheets stitched together at the close of a quarter. No figures that collapse under scrutiny. Just a clear line from each AI workflow to the ESG signal it produces, attributable to the team that owns it.

What this pillar delivers

  • A single record that ties cost, tokens, energy, and carbon to one source.
  • Figures mapped onto the ESG and governance pillars your board already tracks.
  • Signals your stakeholders can trace from headline down to the team that owns it.

Four measurable units converge into one signal.

Every figure the platform records resolves into a single ESG signal a board can stand behind.

Dollars
Tokens
Energy
Carbon
ESG Signal

The surfaces that feed the evidence chain.

Three surfaces feed this pillar. Each one captures a dimension of AI impact and maps it onto the reporting your stakeholders expect.

ESG Alignment Summary

Maps every dollar, token, watt, and gram onto the ESG and governance pillars your board already reports against.

Evidence preserved

Each figure traces back to the workflow and team that produced it, so a sustainability claim is never an assertion.

Carbon and Electricity Reports

Attributes energy use and carbon by compute, workload, and team so the numbers behind every claim stay defensible.

Evidence preserved

Carbon and electricity roll up by the same attribution as cost, so environmental reporting rests on the same record.

Enterprise Geometry

Surfaces the geographic and organizational footprint behind each figure, so reporting reflects how the operation runs.

Evidence preserved

The shape of your organization stays visible in the numbers, not flattened into a single total no one can explain.

How the record becomes a signal.

Three movements turn raw AI activity into a signal your stakeholders can stand behind.

Capture

Cost, tokens, energy, and carbon recorded per workflow and per team. Nothing reconstructed from an invoice after the fact.

Map

Each figure mapped onto the ESG and governance pillars your stakeholders track, in the language they already use.

Report

A summary your board can read and your stakeholders can trace, from headline down to the team that owns it.

Attribution turns oversight into evidence.

ESG attribution is the second pillar of a reportable operation. Human oversight is the role that keeps AI spend commandable; ESG attribution turns that command into the signals your board reports. See how the two connect.