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Crab.AI

The climate specialist
that never sleeps

It classifies spend, suggests factors and catches anomalies. It learns from every entry and stays auditable down to the last suggestion.

Crab.AI screen classifying activities in the GHG inventory
The Crab.AI mascot with a computer

What Crab stands for

ComplianceRiskAutomatedBot

Compliance and Risk Automated Bot. The AI copilot that automates risk and compliance, auditable at every suggestion.

Crab.AI · built-in copilot

AI that understands your spreadsheet.

It classifies, suggests a factor and catches anomalies right on the line, with source, version and owner. Every suggestion stays auditable.

Example · Crab.AI
01 / 03

Spend imported from the ERP

Diesel S10. Light fleet1.240 L

Suggested by Crab.AI

Scope 1Mobile combustionCommercial diesel
confidence
98%

Companies that trust Mangue Tech

Banco do Brasil
Caixa
Rock in Rio
Hotmart
Petlove
Multilaser
Eztec
Comerc
A.C. Camargo
Grupo Marista
What it does

Three things, done well. Auditable at every decision.

Automatic classification

Maps spend into Scopes 1, 2 and 3 (GHG Protocol categories). Learns from your team's corrections.

Layer 01

Factor suggestions

Recommends emission factors by region and year. Always with a traceable source: IPCC, MCTI, Defra, Ecoinvent.

Layer 02

Review and anomalies

Flags anomalies, data gaps and swings outside the historical pattern. Before the auditor does.

Layer 03
Built into the platform

Inside the inventory, not beside it.

Crab.AI works directly on the lines of the GHG inventory. It classifies, suggests and reviews where the data lives, no pop-up window, no export-import.

Where it lives

On the data line

The same screen where your team fills in activity. No pop-up window, no alt-tab.

How it learns

From every correction

The team accepts or adjusts the suggestion. The model improves its guess on the next entry.

What it proves

An auditor's trail

Every suggestion is versioned with source, factor, context and who approved it.

Today vs. roadmap

What it already delivers. What is coming.

In production

Available now

  • Automatic classification of spend into scopes 1, 2 and 3
  • Factor suggestions with a traceable source
  • Detection of anomalies and out-of-pattern swings
  • Executive inventory summary in plain language
2026 roadmap

In development

  • Assisted drafting of ESRS E1-E5 narratives
  • Decarbonization scenario modelling (MACC)
  • Automated answers to CDP questionnaires
  • Automatic Scope 3 reconciliation with suppliers

Not a chatbot. A layer of the platform.

Crab.AI runs inside the same flow that collects, calculates and reports. Every suggestion is versioned, auditable, and uses the same traceable GHG Protocol factors.

See the full platform

AI-assisted inventory, auditable.