Blog

Insights & Updates

Explore the latest in industrial AI, manufacturing intelligence, and how Rishi is transforming shop floor operations.

ReAct Framework for Manufacturing AI
Technical Deep DiveDecember 11, 202516 min read

ReAct Framework for Manufacturing AI

Pure LLMs can generate text, but manufacturing needs AI that retrieves real data, executes calculations, and produces verifiable results. Discover how Rishi's ReAct framework turns reasoning into action.

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Dashboard Chaos to Single-Question Clarity
Operational IntelligenceDecember 10, 202514 min read

Dashboard Chaos to Single-Question Clarity

Operational teams spend hours jumping between dashboards, exporting CSVs, and stitching together reports. Rishi transforms this chaos into instant, accurate answers with a single question.

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Why Pure LLMs Fall Apart in Manufacturing
Technical Deep DiveDecember 8, 202518 min read

Why Pure LLMs Fall Apart in Manufacturing

Discover how Rishi's multi-model AI architecture with specialized agents, RAG, ReAct, and guardrails turns manufacturing data chaos into instant, actionable insights.

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From Embedded AI to AI-Native: Re-architecting Manufacturing Products
Thought LeadershipDecember 6, 202516 min read

From Embedded AI to AI-Native: Re-architecting Manufacturing Products

Why the future of manufacturing intelligence requires moving beyond embedded AI to AI-native systems that treat intelligence as the operating fabric—not just a feature.

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From Dashboards to Dialogue: How Rishi Transforms Manufacturing Intelligence
Product VisionDecember 5, 202514 min read

From Dashboards to Dialogue: How Rishi Transforms Manufacturing Intelligence

Manufacturing professionals spend hours navigating complex dashboards. Rishi changes everything—transforming data into natural conversations that empower every team member with actionable insights.

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Why Rishi is Not Just Another AI Wrapper Tool
TechnologyNovember 27, 20258 min read

Why Rishi is Not Just Another AI Wrapper Tool

Discover how Rishi stands apart from generic AI tools with its patented Finite State Machine model, purpose-built for automotive manufacturing intelligence.

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Building AI-Native Products for Manufacturing: The Linecraft Advantage
Thought LeadershipNovember 29, 202510 min read

Building AI-Native Products for Manufacturing: The Linecraft Advantage

How years of expertise in modeling production lines and translating machine data positions Linecraft AI to deliver manufacturing intelligence that is accurate, contextual, and hallucination-free.

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The Agentic AI Revolution in Manufacturing: How Specialized Agents Are Transforming Shop Floors
Agentic AIDecember 1, 202512 min read

The Agentic AI Revolution in Manufacturing: How Specialized Agents Are Transforming Shop Floors

Why the future of manufacturing intelligence isn't a single AI model, but a coordinated team of specialized agents—each expert in their domain, working together to solve complex production challenges.

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Why Your Manufacturing AI Needs an Intelligent Data Pipeline: Beyond LLMs
Data PipelineDecember 2, 202515 min read

Why Your Manufacturing AI Needs an Intelligent Data Pipeline: Beyond LLMs

LLMs can chat. But can they understand your PLC ladder logic? Parse your machine error codes? Generate accurate OEE reports? Here's why the data pipeline is the secret weapon behind manufacturing AI that actually works.

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Top AI Products for Real-Time Monitoring of Manufacturing Equipment
Industry GuideSeptember 15, 202512 min read

Top AI Products for Real-Time Monitoring of Manufacturing Equipment

Compare leading AI products and platforms for shop floor intelligence and discover why AI-native architecture delivers superior real-time monitoring capabilities.

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