AI in Industry

AI in Industry articles from RaftLabs — practical write-ups from engineers who built these things.

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Voice AI · Research

Text-based interviews converted to automated phone calls

6× deeper insights

AI Automation · Ops

Manual invoice OCR across 40+ gas stations

20k+ txns day one

Loyalty · Retail

SuperValu & Centra loyalty platform with receipt validation

1,062 users in 4 weeks

SaaS · Logistics

Multi-carrier shipping hub for Indonesian eCommerce

2,000+ shipments yr 1

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AI in Industry

AI in Finance: Where It Actually Delivers ROI

Fraud detection and credit scoring are just the entry points. The real AI opportunity in finance is in the workflows that eat up analyst hours every day -- compliance reporting, document extraction, risk assessment, and reconciliation. Here is where the numbers actually justify the build.

21 May 2026

AI in Industry

AI in Insurance: From Claims Processing to Fraud Detection

Insurance companies process millions of documents, field thousands of claims, and make underwriting decisions on complex risk profiles -- manually. AI applies directly to each of these. The question is not whether AI works in insurance. It is which workflows to automate first and how to keep the human judgment where it is legally required.

21 May 2026

AI in Industry

AI in Logistics: Cutting Costs on Thin Margins

Logistics runs on margins that leave no room for inefficiency. Carriers, fuel, dwell time, customs delays -- every friction point is a cost that compounds across millions of shipments. AI addresses each of these, but not equally. Here is where the numbers actually justify the investment.

21 May 2026

AI in Industry

AI in Manufacturing: What Actually Works on the Plant Floor

Predictive maintenance gets all the press. The bigger gains in manufacturing AI are quieter -- quality inspection, production scheduling, documentation, and the institutional knowledge walking out the door every time a 25-year veteran retires. Here is what works in 2026 and how to sequence it.

21 May 2026

AI in Industry

AI in Real Estate: What Agencies and PropTech Founders Actually Need

Real estate runs on relationships, local knowledge, and paperwork -- lots of paperwork. AI applies directly to the paperwork problem and to the lead management problem. The relationship side remains human. Here is how agencies and PropTech founders should think about where AI adds value and where it does not.

21 May 2026

AI in Industry

AI in Retail: What Moves Revenue vs What Is Just Hype

Retail generates more data than most industries and extracts less value from it than most. The gap is not in AI capability -- it is in knowing which retail workflows benefit from AI and which ones the vendor pitch decks make sound better than they are. Here is an honest breakdown.

21 May 2026