Anonymised client
PilotInternational BPO company
Sustainability data spread across sites and spreadsheets.
ESG reporting pilot for FY2026 data.
ResultIn progress
ESG & Reporting
ESG Reporting
Collect, validate and structure sustainability data for reporting.
01 / The problem
The problem.
Sustainability data comes from many sites, suppliers and spreadsheets. Checking and structuring it for reporting takes weeks.
02 / What it does
What the agent does.
- Collects ESG data from internal sources and suppliers
- Validates it against reporting rules
- Maps data points to the reporting framework
- Keeps an evidence trail for assurance
03 / How it is built
Built on ContextLab.
Ontology
Entity, site, indicator, period
Process
Data collection and review workflow
Formal Knowledge
Reporting standard requirements
AI Technologies
Document understanding · Language models
04 / Results
Typical KPIs we measure.
- Data collection cycle time
- Data points with evidence
05 / Integration
Integrations and deployment.
ERP · Spreadsheets · Document management
On-premise or private EU cloud
06 / Related case
Where it runs.
Let's look at one process together.
Bring one process that matters. We'll show you what it takes to make it AI-ready.