Platform Lab

Production frameworks in motion

Product-led experiments grounded in catalog scale, agentic surfaces, and governance—aligned with what ships on the roadmap, not slide-only research.

Phase 2 Deployment

Agentic Catalog Orchestration

Solving for token-limit bottlenecks and state-management in 10M+ SKU RAG environments.

Hypothesis

Partitioned memory and token routing reduce abstention without sacrificing citation quality.

Phase 2 deployment
Operational

Catalog Fidelity Index (CFI)

A proprietary scoring framework for measuring factual grounding and semantic relevance in multi-modal LLM outputs.

Hypothesis

CFI thresholds predict safe agent eligibility better than legacy merchandising scores.

Operational
Framework Established

Responsible AI & Governance

Risk mitigation protocols for autonomous buying agents—budget guardrails and factual fidelity gates.

Hypothesis

Tiered controls reduce incident severity while keeping agent throughput economically viable.

Framework established
In R&D

Multi-Modal Ingestion Engine

Transitioning unstructured catalog assets (images/PDFs) to decision-grade structured data for agents.

Hypothesis

Quarantine-first promotion cuts silent factual errors at the graph boundary.

In R&D