Emissions Insights and Review Agent

Validate data quality, spot gaps and anomalies, then surface the trends, hotspots, and drivers that matter most.

Run anomaly, completeness checks and deep analysis

  • Run automated data quality checks and anomaly detection - the agent validates your inventory for accuracy, completeness, and calculation methodology consistency, then surfaces issues before they become bottlenecks.
  • Generate executive-ready insights in three modes — choose between Custom analysis for specific questions, Data review for audit-ready validation reports, or Emissions insights report with trend analysis and key drivers.
  • Identify reduction opportunities with recommendations — The agent analyzes your emissions highlighting what's driving impact and where your biggest opportunities for improvement lie.
See in action

Trusted by enterprises leading the way in sustainability

Validate emissions. Unlock insights.

Run review and analysis workflows, so your team can focus on reduction strategies, not manual reviews.

Manual

Manual QA/QC is highly painful

Teams manually check data quality across spreadsheets, making the validation process error-prone, slow, and difficult to repeat when new data arrives.

Scattered insights, weak audit trail

Insights live in decks and emails, making it hard to track analysis decisions or explain recommendations with clear, traceable evidence.

Manual analysis, unclear priorities

Manual data review and analysis takes hours, with inconsistent checks making it unclear which emissions drivers matter most or where quality issues hide.
Agentic

Run quality checks automatically

Choose between custom analysis for specific questions and emissions insights report for comprehensive trend analysis and key drivers—all generated on demand.

Validate and flag issues instantly

Automatically runs checks, flags anomalies, and highlights data quality issues with clear explanations—so inputs are assurance-ready from day one.

Generate insights with full traceability

Produce formal Emissions Quality Review reports or comprehensive Insights Reports with geographic analysis, trend breakdowns, and prioritized reduction opportunities—complete with references and audit trail.

“Unravel led to 50% reported lower emissions, improved accuracy of baselines for target setting, greater confidence reporting Scope 3 emissions, reduced time and costs, and proactive business and sustainability decisions.”

Anna Larsen
Sustainability Manager, Ikano
Full Case Study
50%
lowe emissions reporting
50%
lowe emissions reporting

“Unravel led to 50% reported lower emissions, improved accuracy of baselines for target setting, greater confidence reporting Scope 3 emissions, reduced time and costs, and proactive business and sustainability decisions.”

Anna Larsen
Sustainability Manager, Ikano
Full Case Study
50%
lowe emissions reporting
50%
lowe emissions reporting

Relevant and transparent

Designed so quality checks stay transparent, analysis stays accurate, and recommendations are targeted to your organisation, explainable and backed by data.

Quality issues surface automatically

If anomalies, inconsistencies, or completeness gaps are detected, the agent flags those records with statistical context and explanations—so you know exactly what needs resolution before external reviews.

Validation checks

The agent shows which validation checks were run, what was flagged, and which standards were referenced—making every quality assessment traceable for assurance.

Structured Report Outputs

Analysis reports use consistent formatting with clear breakdowns of geographic insights, trend summaries, and key driver identification.

Prioritized reduction pathways

When emissions cluster by geography, category, or facility, the agent identifies high-impact opportunities—not just surfacing data patterns, but highlighting where decarbonization efforts will deliver the greatest impact.

Questions About Unravel's AI Agents

See how Unravel AI Agents simplify reporting, boost accuracy, and accelerate climate action.

See all Faqs

What are the three modes and when should I use each one?

Custom analysisis for ad-hoc questions (e.g., "What's driving our Scope 3 increase?").Data reviewruns automated quality checks and generates a formal validation report for audit-readiness.Emissions insights reportprovides a comprehensive analysis with geographic breakdowns, trend analysis, key drivers, and prioritized reduction opportunities.

What kind of quality issues does the agent flag?

The agent automatically runs statistical checks to detect anomalies, inconsistencies in calculation methodologies, completeness gaps by scope and category, and assurance-readiness issues—flagging records that need attention before external reviews or disclosures.

Can the agent identify where our biggest reduction opportunities are?

Yes. The Emissions Insights Report Mode analyzes your inventory by geography, scope, and category to identify key drivers and high-impact opportunities. It prioritizes recommendations based on emission concentration, showing you where decarbonization efforts will deliver the greatest impact.

Do agents export outputs we can use elsewhere?

Yes—workflows produce review-ready outputs you can export. For the PCF Agent, you get a finalized Product Carbon Footprint report with embedded assumptions, calculation methodology, and hotspot analysis.

Do agents export outputs we can use elsewhere?

Yes—workflows produce formal, structured outputs. For the Insights & Review Agent, you get downloadable reports (Emissions Quality Review or Emissions Insights Report) with visualizations, summaries, and clear breakdowns ready to share with stakeholders or auditors.

See Unravel AI on one of your workflows.

Bring one dataset or one use case. We’ll show you how the agents run it end-to-end, and what “review-ready” looks like in practice.

Book a Demo