Agentic BOM creation and BOM→LCI mapping.

Laiffi ingests ERP/MES/Excel data, builds a structured BOM, and maps each input to Life Cycle Inventory datasets with confidence scores.

Intelligent mapping, built for compliance.

Say goodbye to manual Excel lookups. Laiffi automates the heaviest lifting in Life Cycle Assessment workflows.

Data Ingestion Engine

Seamlessly ingest messy, unstructured ERP/MES/Excel data and transform it into a standardized BOM format automatically.

Agentic LCI Mapping

Our proprietary agents match raw BOM items to gold-standard Life Cycle Inventory datasets continuously with high accuracy.

Confidence Scoring

Every automated match includes a deterministic confidence score alongside a full audit trail for ultimate transparency.

From unmapped chaos to structured insight.

01

Connect Your Data

Upload Excel exports or directly integrate API streams from your existing ERP or MES systems.

02

Agentic Ingestion

Our AI structure models instantly interpret raw rows, standardizing materials, weights, and processes.

03

Automated LCI Mapping

The mapping engine queries multiple gold-standard LCA databases to find the exact match, scoring its confidence.

04

Human in the Loop

Only step in for low-confidence anomaly mappings. 95% of your BOM is mapped instantly. Export compliant LCA files.

Explainable matching.
Unprecedented speed.

A continuous audit trail
for complete transparency.

Frequently asked questions

Depending on file size, most standard BOMs up to 10,000 rows are processed, structured, and mapped within 2-5 minutes.
We natively map to Ecoinvent, Sphera, and several regional governmental databases. Custom integrations are available on the enterprise plan.
The score is derived from our semantic matching models. A score over 95% indicates an exact material and geography match. Lower scores flag rows for human review.
Absolutely. We are SOC2 compliant. Data is processed securely and is never used to train public instances of foundational models.
Yes. The human-in-the-loop dashboard allows you to reject a mapped LCI and manually select an alternative from the database search.
Yes, we offer direct API hooks for SAP, Oracle, and modern cloud ERPs to ensure your LCA data updates dynamically as supply chains shift.

Ready for a precise LCA mapping?

See Laiffi agentic mapping with your own BOMs.