ASPL Blog
Insights on multimodal AI, intelligent assets, and digital transformation.
2026-06-14
RAG Pipeline for Proposal Automation: Hybrid Retrieval, HyDE, and Reranking
A practical guide to building a production RAG pipeline for proposal automation using hybrid retrieval (BM25 + vector), HyDE, RRF, cross-encoder reranking, and faithfulness scoring.
2026-05-16
From Pixels to Parcels: A Practical Guide to GIS Annotation
Geospatial data annotation is the invisible backbone of autonomous vehicles, smart cities, and precision agriculture. Here's how it works — and why it's harder than it looks.
2025-02-12
Multimodal Data Annotation for Automotive: A Practical Guide
How multimodal data annotation for automotive ML powers ADAS and autonomous driving — sensor fusion, LiDAR, QA workflows, and ROI explained.
2025-01-29
ADLC — Building AI That Works: The Agent Development Lifecycle Guide
ADLC — Building AI That Works explains the Agent Development Lifecycle, its six phases, and why data annotation is the foundation of reliable agentic AI.