Data For AI

We provide structured, reliable web data for models, RAG pipelines, agents, and business intelligence so your team builds on real-world knowledge instead of managing collection infrastructure.

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What Is Data For AI?

Public-Web Knowledge Built For AI Systems

Data for AI is how Dhumi delivers the public-web knowledge your AI systems need. Tell us the domains, markets, or questions that matter. We collect, structure, and supply the data so your models, agents, and teams can act on it.

60 %

Data for models & RAG

40 %

Data for agents

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Illustration by dhumi of web, document, chart, and message inputs flowing into a database and feeding an AI bot to deliver insights.
We provide the data

From A Clear Data Need To Delivered Records

You focus on models and outcomes. We focus on getting you the data.

Illustration by dhumi featuring a woman pointing to an AI data flow chart labeled "Clean. Structured. Ready for AI."

Data For Models & RAG

Feed training, evaluation, and retrieval with clean, structured public web content shaped for LLM and analytics pipelines

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Data For Agents

Give AI agents current market, product, and search knowledge so they answer and act with evidence instead of outdated context.

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Dark-mode analytics interface by dhumi showing agent knowledge metrics and a rising growth curve labeled with live data points.
Dark-mode graphic by dhumi displaying a 75% knowledge coverage gauge for an AI bot, linked to market, product, and search data.
Graphic by dhumi of a man holding a phone with dark-mode analytics cards displaying market data, competitor pricing, and live SEO signals.

Data For Decisions

Supply pricing, competitive, SEO, and industry signals your operators and dashboards already depend on.

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Next steps

Tell Us What Data Your AI Needs?

Share the domains, markets, or questions you want answered. We will scope a data delivery plan and connect it to Dhumi Flow when your agents should act on that data automatically.

Data pipeline graphic by dhumi showing metrics for collected, structured, and workflow-ready data.

1

Tell Us What You Need

Share the domains, markets, questions, data fields, or AI use case you want to support.

2

We Collect And Structure

We collect relevant public web data and transform it into clean, structured records your systems can use.

3

Deliver To Your Workflow

Pipe the results into warehouses, notebooks, apps, or Dhumi Flow agents ready for the next step in your workflow.

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Our Recent News & Insights

Our recent news and insights highlight the latest developments, achievements, and thought leadership shaping our journey forward. From product innovations and strategic partnerships to industry trends

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Frequently Asked Questions About
Data For AI

Explore our most frequently asked questions to get started.

Data for AI is structured, reliable public-web data designed to support AI models, RAG pipelines, AI agents, analytics, and business intelligence workflows.

Data for AI provides clean, structured public-web content that can be used for training, evaluation, retrieval, and RAG pipelines, helping AI systems work with relevant real-world information.

AI agents can use current product, market, search, company, pricing, review, and other public-web data to answer questions and take actions using up-to-date information.

Dhumi provides data for models and RAG, data for AI agents, and data for business decisions, along with curated datasets, fresh web data, and search intelligence.

Data for AI can support eCommerce and retail, SEO, market research, financial services, travel, real estate, brand monitoring, and risk intelligence.

Dhumi collects relevant public-web data, structures it into usable records, and delivers it to the workflows, applications, data systems, or AI agents that need it.

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