AI in IT Services

Built on AWS Bedrock with Anthropic's Claude Instant, NCS's GenAssist suite augments the Singapore Ministry of Manpower Contact Center with three modules — an RAG-based onboarding chatbot (LangChain, Amazon Kendra, 93% accuracy), a hyperlocal speech-to-text pipeline via NCS's own ins8.ai engine (95% transcription accuracy on Singapore accents), and a Claude Instant summarizer (99% accuracy, human-in-the-loop). The deployment has cut average call handling time 12%, after-call work over 50%, and lifted overall agent productivity 6%, without ripping out MOM's existing contact-center infrastructure.

EY, one of the world's largest professional services networks and a leading provider to the financial sector, built a generative AI platform on Elasticsearch using ESRE's vector embedding and machine learning models to unlock insights from unstructured data for banks. The deployment targets ESG reports and financial statements, can extract 14 key variables from a 40-page PDF, and integrates with LlamaIndex, LangChain and LanceDB inside EY's broader generative AI stack.

AArete's Doczy.ai contract interpretation platform, built on Amazon Web Services, processes 2.5 million contract documents (50 million pages) over 22 months with 99% extraction accuracy, helping healthcare and financial services clients achieve approximately $330 million in cumulative direct and indirect savings. The patented smart-chunking algorithm plus dual clustering engine (semantic embeddings plus structural pattern recognition) drives a 97% reduction in manual processing time at scale of up to 250,000 contract documents per week.

Minneapolis-based AI-native engineering firm Blank Metal (30 people, founded 2025) deployed Claude Cowork, Claude Code, and Claude Enterprise as its internal operating layer, with around 90% of engineering output running through Claude Code and 710 client-side people trained as of June 1. The deployment cut lead processing from days to a couple of hours (3-10 leads/day), reduced calendar coordination from an hour per day to a single prompt, and turned multi-hour proposal drafting into a structured first draft in minutes.

GS1 BelgiLux, the Belgian-Luxembourg member of global GS1 barcode standards body serving 20+ sectors, deployed ML6 AI for product label data extraction, cutting processing time from 48 hours to near real-time and accelerating product onboarding for member organizations.

Manipal Hospitals, one of India's largest healthcare providers serving nearly 7 million patients annually across 37 hospitals and 10,500 beds, deployed Google Cloud generative AI for nurse handoffs, cutting handover time by 90 minutes per shift.

Nebius AI built Sentinel, a regulatory compliance audit agent on the Nebius Agents Blueprint, and benchmarked it across four configurations (Prototype, Grounded, Optimized, Production) on a real FDA guidance-change audit task. The production configuration cut cost from $469.99 to $23.59 (19x reduction) and runtime from 29.9 minutes to 12.6 minutes, while reaching 1.00 recall on a 120-task benchmark.

Conkouati-Douli National Park in Republic of Congo deployed EarthRanger and Skylight AI (Allen Institute for AI) to detect and intercept 5 illegal fishing vessels within hours of satellite collection, including 2 nighttime shark fishing vessels detected via computer vision.