Use cases

Real workflows. Real teams. Real results.

Teman Insight is built for how teams actually work. Browse the workflows below — each one is a complete, deployable setup.

Automated email reply drafting

Stop writing the same 40 replies every week

This system listens to your inbox, sends each incoming email to Teman Insight, and drops a ready-to-send draft straight into the reply thread.

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Catalog duplicate & consistency checker

You have 3,000 SKUs. Some are duplicates. Nobody checks.

This system checks your catalog and flags every duplicate, contradiction, and missing field before it causes a customer complaint.

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News & content digest system

Someone reads 15 news sources every morning

This system monitors your sources and delivers a structured digest — by topic, by sentiment, by relevance — on whatever schedule you set.

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Customer sentiment analysis engine

You know the score. You don't know what it means.

This system reads every review, tags themes, tracks sentiment, and lets you ask questions in plain language to understand what customers really think.

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Competitive intelligence monitor

Your competitor changed pricing. You found out in a sales meeting.

This system monitors your competitors and alerts you the moment pricing, features, or positioning changes — so your team always has current intelligence.

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Internal knowledge dashboard

Years of knowledge. None of it talks to each other.

This platform connects all your knowledge sources into one searchable dashboard — with access control, sourced answers, and plain-language queries.

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Document review & compliance gate

Before anything goes out, someone needs to check it

This system checks documents against your rules and flags contradictions, missing disclosures, and tone issues before they go live.

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Multichannel customer service bot

Customers ask on WhatsApp, Tokopedia, website, Instagram. One support team.

This system answers customer questions across WhatsApp, Tokopedia, website, Instagram, and email using one knowledge base — so your team only handles the complex cases.

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