case study
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.
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Small, instant, invisible.
Company
You don’t need a frontier model for every task
We build small, specialized AI models so that intelligence can be fast, affordable, and invisible — embedded in the products that already do the work.
Conscious Engines
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Research, engineering write-ups, and the thinking behind the models we build. We publish what worked and what didn't.
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article
Explore banking AI solutions for service, fraud, KYC, documents, risk, voice, relationship management and regulated workflows.
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How banking KYC document intelligence combines extraction, entity resolution, graphs, RAG and human investigation.
case study
[Case Study] When AI Agents Can Move Money: How Conscious Engines Helped Polygon Build an Agentic Wallet
Conscious Engines
How Conscious Engines helped Polygon build Kinetic-4B for agentic payments and position it within Polygon's wallet and x402 ecosystem.
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[Case Study] From 7,000 Questions to 100,000 Documents: Morgan Stanley's Eval-Driven RAG
Conscious Engines
How Morgan Stanley built an eval-driven enterprise RAG assistant over 100,000 documents and reached more than 98% advisor-team adoption.
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The Multilingual Front Door to Government
Conscious Engines
How multilingual government voice AI can improve citizen access while preserving identity, policy, accessibility and human review.
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Why Government AI Needs Smaller, Controllable Models
Conscious Engines
Why small language models can give government AI stronger deployment control, lower cost, faster response and clearer evaluation.
case study
How India's Bhashini platform built multilingual speech and language infrastructure across 36 text languages, 22 voice languages, and 500 websites.
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Healthcare AI in Production: Eight Named Deployments With Measured Results [Evidence Index]
Conscious Engines
Compare eight healthcare AI deployments across TPMG, SolutionHealth, McLeod, Cleveland Clinic, Providence, UCLA, Inova, and Houston Methodist.
case study
[Case Study] What 3,549 Civil Servants Taught the UK Government About Enterprise AI
Conscious Engines
A detailed analysis of the UK DWP's 3,549-user Copilot trial, including time savings, quality results, study design, limitations, and public-sector lessons.