ASPL Blog
Insights on multimodal AI, intelligent assets, and digital transformation.
2026-08-01
Agentic AI in Manufacturing: Real Use Cases
Agentic AI in manufacturing goes beyond chatbots. Real use cases: procurement AI, engineering drawings, supply chain, and how ASPL helps you deploy AI
2026-07-19
What Are Geospatial Annotation Services? A Complete Guide for AI, GIS and ADAS Projects
Learn what geospatial annotation services are, including LiDAR annotation, HD map annotation, satellite imagery, GIS annotation, and geospatial data labeling workflows.
2026-06-25
Agentic AI Evaluation: Why Agents Stall Before Production
Most AI agents never reach production. See why evaluation, not model quality, decides whether your agentic AI system succeeds.
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.