Industries
Specialized AI shaped around the constraints, data, and operating environments of each industry.
Healthcare
Manufacturing and Industrial
Government and Public Sector
Legal and Compliance
Banking and Financial Services
Energy and Utilities
Logistics and Supply Chain
Telecommunications
Pharma and Life Sciences
Insurance
Mining and Resources
Construction and Infrastructure
Real Estate and Facilities
Retail, Hospitality, and Travel
Every industry changes the shape of the problem.
Data, risk, latency, infrastructure, and success criteria vary from one operating environment to the next. We start with those realities before choosing the model, training strategy, or deployment architecture.
How we work with industries
From the first production baseline to deployment and continuous optimization.
Case studies
Case study
The Million-Dollar Transcription Bill: StudyFetch's 10x AI Cost Reduction
StudyFetch AI cost reduction reached roughly 10x on its largest workload. See the architecture, verified metrics and enterprise replication plan.
Case study
[Case Study] SGD 1 Billion in AI Value: How DBS Industrialized 2,000 Models
How DBS scaled more than 2,000 AI models across over 430 use cases and reported approximately SGD 1 billion in economic value in 2025.
Case study
[Case Study] When AI Agents Can Move Money: How Conscious Engines Helped Polygon Build an Agentic Wallet
How Conscious Engines helped Polygon build Kinetic-4B for agentic payments and position it within Polygon's wallet and x402 ecosystem.
Case study
[Case Study] From 7,000 Questions to 100,000 Documents: Morgan Stanley's Eval-Driven RAG
How Morgan Stanley built an eval-driven enterprise RAG assistant over 100,000 documents and reached more than 98% advisor-team adoption.
Case study
[Case Study] Construction Progress Without Guesswork: NCC's AI Progress-Tracking Deployment
How NCC used Buildots across 68,500 square meters to reduce reporting work, improve on-time construction tasks, and reduce subcontractor disputes.
Case study
[Case Study] From Weekly Photos to Daily Site Truth: NOVO's 95% Documentation-Time Reduction
How NOVO Construction used OpenSpace to reduce photo documentation time by 95%, avoid five travel hours weekly, and map 100 times more images.