Advancing the future of connected data systems
L2 Labs is an applied AI lab embedding machine intelligence into tools for data mapping, integration, and interoperability. We help teams automate B2B integrations across EDI, ERP systems, APIs, and partner connections.
We currently serve a top-three global EDI and integration company, where we are reducing data mapping cycle time by 50%.
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Bridging the interoperability gap
Every business system speaks its own data language. We build machine intelligence to translate across those systems.
Our North Star is 0-click onboarding, integrations, and partner connections. We are experts in:
Data Mapping Automation
Auto-generate mappings across EDI, ERP schemas, APIs, and partner docs.
Schema Matching
Match fields and structures across systems, regardless of naming differences.
Canonical Data Models
Build canonical models that evolve safely as your data grows.
B2B Integration Intelligence
Automate integration logic across EDI, ERP systems, and APIs.
Schema Drift Detection
Detect breaking field changes before they reach production.
Human-in-the-Loop Review
Give analysts confidence scores and approval flows for AI mappings.
Our team
Andrew Bell
CEO
PhD in Computer Science from New York University; published research in top Artificial Intelligence and Machine Learning venues
Isaac Fisher
Founding Software Engineer
New York University Computer Science grad; experience shipping and building products for startups