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Cut the AI Bill Before It Scales: 12 Production Levers That Work
Conscious Engines
Enterprise AI cost reduction requires more than cheaper tokens. Use 12 production levers backed by StudyFetch, Pinterest, Observe.AI and others.
Our manifesto
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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The Regulated Voice Layer: Safe AI Agents for Banking
Conscious Engines
A technical guide to banking voice AI agents for service, fraud, disputes, collections, vulnerability and controlled actions.
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Build an AI FinOps system that controls model, agent, RAG, speech and GPU costs using attribution, budgets, forecasts and cost per accepted outcome.
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[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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Siemens AI cost reduction reached 70% after switching global search to Nova 2 Lite, alongside 300% faster search and 11% higher satisfaction.
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Sully.ai open-source models cut reported inference cost over 90% and median latency 65% after clinical agents moved away from closed services.
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The Real Killer Use Case for Logistics AI Is Exception Management
Conscious Engines
Learn how AI exception management detects logistics risk, retrieves policy, proposes feasible actions and records verified resolution.
case study
[Case Study] From 5,000 Expert Rules to a Self-Thinking Factory: Foxconn's Multi-Agent Operating System
Conscious Engines
Inside Foxconn's Project Genesis, a multi-agent industrial AI system spanning 300 lines, 5,000 expert rules, maintenance, quality, and energy operations.
case study
[Case Study] 60 AI Agents, One Industrial Knowledge Layer: How a Leading Steel Manufacturer Built Enterprise RAG
Conscious Engines
How Conscious Engines built a governed enterprise RAG, graph retrieval, and on-premise SLM layer for 60+ AI agents and roughly 2,000 employees.
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Explore AI for retail, hospitality and travel across service, reservations, orders, disruption, frontline work and forecasting.