Product Intelligence
Create product-level PCFs in a fraction of the time. With a single BOM, this agent creates your customized PCF report by product.
From PCF calculation to  insights
- Import your BOM and the agent auto-proposes lifecycle stages - materials, manufacturing, transport, use, and end-of-life—so you start with a complete model skeleton without manual setup.
- Match emission factors at scale automatically —the agent searches across 136,000 factors from 400+ sources and selects best-fit matches by material type, location, and unit alignment.
- Identify hotspots and improvement opportunities— surface which lifecycle stages and components drive the highest impact, plus prioritized pathways to reduce your product's carbon footprint.
Trusted by enterprises leading the way in sustainability
Build product footprints that drive action
Run repeatable PCF workflows from BOM to hotspot analysis, so your team can focus on product improvement, not manual data lookup.
Manual BOM entry, endless factor searches
Recalculate, rebuild, repeat
Unclear hotspots, weak audit trail
Structure lifecycle and match factors
Update assumptions and recalculate
Identify hotspots with full traceability
Footprints you can verify
Product Carbon Footprint Agent builds PCFs from your BOM—designed so every factor is traceable, assumptions are transparent, and hotspots stay defensible.
Emission factors are visible and sourced
Every matched emission factor shows where it came from and why it was selected for that component—so you know which database was used and can replace it with your own data if needed.
Assumptions start transparent, evolve real
The agent clearly states every assumption it makes (use phase, manufacturing energy, location impacts) upfront, then lets you swap them out with actual operational data as you refine the footprint.
Hotspots are explained, not just flagged
When the agent identifies which lifecycle stages or components drive the most emissions, it shows the math—so you can validate the findings and prioritize improvements with confidence.
Every change updates the full picture
When you adjust an assumption (like use-phase intensity or energy source), the agent recalculates the entire PCF immediately—so you see exactly what moved and why.

Questions About Unravel's AI Agents
See how Unravel AI Agents simplify reporting, boost accuracy, and accelerate climate action.
Do I need a complete BOM to start building a PCF?
No—you can start with a partial BOM and the agent will prompt you for missing lifecycle information (like manufacturing energy, transport details, or use phase data) as you go. It structures what you have, then guides you through filling gaps in chat.

How does the agent match emission factors to my BOM components?
The agent searches the emission factor database (136,000+ factors from 400+ sources) for each component, considering material type, geographic location where relevant, and unit alignment (e.g., kg vs mÂł). It selects the best-fit factor automatically and shows you which ones were applied.
Can I update assumptions after the PCF is calculated?
Yes. The agent surfaces all key assumptions (emission factors, energy sources, use phase duration) so you can review, adjust, or replace them with your actual operational data. Any changes update the footprint in real time with full transparency on what shifted.
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.
Is the PCF methodology aligned with recognized standards?
Yes. The platform's PCF module is aligned with ISO 14067 and the GHG Product Standard, ensuring results are consistent with global best practices and audit-ready for disclosure or verification.
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.