article
How banking KYC document intelligence combines extraction, entity resolution, graphs, RAG and human investigation.
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Small, instant, invisible.
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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
A technical guide to construction RAG across drawings, specifications, contracts, RFIs, submittals and change-order evidence.
case study
[Case Study] From Weekly Photos to Daily Site Truth: NOVO's 95% Documentation-Time Reduction
Conscious Engines
How NOVO Construction used OpenSpace to reduce photo documentation time by 95%, avoid five travel hours weekly, and map 100 times more images.
article
Sovereign by Design: The Enterprise AI Model Stack for Government
Conscious Engines
Explore sovereign AI for government across multilingual service, private RAG, document processing, inspections and public operations.
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Explore enterprise AI for healthcare across clinical speech, RAG, operations, imaging, safety and patient service workflows.
article
Policy Language Is Not Plain Language
Conscious Engines
A technical guide to insurance policy language AI for coverage retrieval, clause comparison, service and human-reviewed decisions.
article
The Legal AI Stack Beyond Search
Conscious Engines
Explore legal AI solutions across research, contracts, hearings, investigations, compliance, knowledge and matter operations.
article
The Intelligent Telco: Specialized AI Across Customer, Network, and Field Operations
Conscious Engines
Explore telecommunications AI solutions for customer service, networks, field operations, forecasting, knowledge and optimization.