Common Problems Operations & Systems

Your team drowns in research, document extraction and summarizing every day

End it by letting AI Agents do the repetitive document and data work in the background

Knowledge work like researching and gathering data from the web, extracting fields from PDFs and emails, summarizing long documents, running competitor research and enriching lead data eats up huge amounts of time and gets done by hand every day. Gumloop lets you build no-code AI Agents to do it instead, running automatically and consistently in the background.

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Symptoms

Does this sound like your team?

! The team spends hours a day searching and copying data from the web, page by page
! You re-key data from PDF quotes, invoices or emails into spreadsheets every time
! Long documents and reports pile up that someone has to read and summarize by hand
! You want to run competitor research or enrich lead data, but there aren't enough people to do it consistently
! These repetitive tasks are done manually daily — slow, error-prone, and quality depends on who does them
The Fix

Let AI do the research and data extraction — AI automation for document & data work

Gumloop is a no-code platform where you wire AI Agents into drag-and-drop workflows, pick the AI model you want, and let them do repetitive knowledge work for your team — running on their own in the background on a schedule or trigger.

Let AI research and gather data

Have an AI Agent open the web, search and pull the data you need into a table automatically — run competitor research, collect pricing, or find company info across hundreds of records without copy-pasting.

Extract data from PDFs and emails

Read PDF quotes, invoices, contracts or emails and pull only the fields you need (names, amounts, dates, terms) straight into your system — no manual data entry.

Summarize and draft with AI

Condense long reports, articles or conversations to the essentials, and draft emails, content or meeting notes ready to use — saving hours of reading and writing.

AI Agents that run in the background, no-code

Chain steps into drag-and-drop workflows with no coding, schedule or trigger them to run daily on their own, and connect to Google Sheets, Slack, email and the tools you already use.

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Solve this with Gumloop

Gumloop is a no-code AI automation platform for knowledge work — build AI Agents by drag-and-drop, choose your AI model, and start fast with prebuilt agents (an external platform, not a Zoho app) · ZestMate designs and implements AI Agents that fit your team’s real work, done-for-you.

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Outcomes

What your business gets

The team gets back hours every week to focus on work that actually creates value
Document and data work finishes faster and more consistently, regardless of who is in
You do more with the same headcount — research and enrich data at a scale manual work can’t reach
Fewer errors from manual keying and mis-copied data
Related Problems

Other problems businesses hit

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Your data is scattered across apps and re-keyed by hand every day
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Repetitive work still done by hand every day — so your team is stretched, slow and dropping tasks
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Your data lives in five different systems, and pulling one report eats the whole day
FAQ

FAQ

What is AI automation for document and data work?

It means letting AI Agents do repetitive knowledge work in your place — researching and gathering data from the web, extracting data from PDFs and emails, summarizing long documents and drafting content — running automatically in the background on a schedule or trigger, so repetitive work gets done fast and consistently without manual effort.

How is Gumloop different from custom code or traditional RPA?

Gumloop is no-code — you wire workflows by drag-and-drop without writing code — and it uses real AI to read, summarize and decide, not just follow rigid rules like classic RPA. That makes it far better at tasks that require understanding language and judgment.

Do I need to know how to code?

No. Gumloop is built for drag-and-drop workflows. But if you want something more complex that connects to many tools and fits your real processes, ZestMate designs and implements it end-to-end for you.

Can I choose the AI model?

Yes. Gumloop lets you pick from several leading AI models to match the task and budget — high-accuracy work as well as high-volume work where lower cost matters.

Is my company data safe?

AI Agents operate within the scope you define and access only the data and tools you permit. ZestMate helps set up permissions and workflows that fit your business's data policy.

Want AI to do the repetitive document and data work for your team?

Free 30-min consult · we help spot the repetitive work AI can take over and set up AI Agents that fit your team, at no cost.

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