Talk to the real world with Factori MCP - Get Started Now

We turn real world data
into insights you can act on

Factori is a real-world intelligence company. We turn billions of daily signals about how people move, shop, work, and live into clean, structured data and deliver it in whatever form your business needs: APIs, raw data, or MCP.

Trusted by

Trusted by

Making the real world make sense

Factori was built on a simple observation: the biggest business decisions, where to open a store, how much inventory to stock, which customers to reach, when demand will shift, all depend on what’s happening in the physical world. Yet that intelligence has always been fragmented, inconsistent, and hard to use.

We set out to change that. Today, Factori processes 90B+ daily signals across 229 countries into the Real World Graph, 12 integrated data layers spanning mobility, places, people, events, property, retail, economic activity, and more.

Every dataset is cleaned, standardized, and ready to join, so your team spends time on decisions, not data wrangling.

90B+

Daily signals processed

150+

country covered

12

Integrated data layers

300+

Global businesses served

To give enterprises and AI systems structured, accurate understanding of the physical world, so the highest-stakes business decisions are grounded in reality, not guesswork.

Our vision is a world where every AI system and every decision-maker has instant, reliable access to what is actually happening in the physical world in any city, market, or corridor on Earth.

Your data, your way

Every team works differently, so we never force you into a dashboard or a proprietary format. Factori delivers real-world intelligence in whatever form fits your stack.

Query on demand

Query real-world data programmatically, on demand. Clean endpoints, consistent schemas, clear documentation, and credit-based pricing that scales with usage.

Delivered to your cloud

Full datasets delivered straight to Snowflake, Databricks, BigQuery, or S3, ready to join in SQL, notebooks, BI tools, and ML pipelines.

Built for AI

Connect any AI model or agent directly to the real world. One URL mcp.factori.ai/mcp plain-language queries, live in 60 seconds.

What we stand for

Everything we build and every person we hire, is guided by five principles.

Accuracy over assertion

We let numbers speak. Every claim is backed by methodology, every metric is verifiable and we never overstate what our data can do.

Transparency by default

We publish our sourcing methodology, explain our accuracy benchmarks, and show how the data works before the contract is signed.

Global from day one

We build for the world, not for one market. Consistent methodology, consistent quality, 229 countries.

AI-native thinking

We build for how data is consumed today and tomorrow by AI agents, LLMs, and modern engineering teams, not for how it was consumed five years ago.

Outcome obsession

We measure ourselves by the decisions our customers make better, not by the volume of data we deliver.

Intelligence you can rely on.
Privacy you can count on.

We are trusted by 300+ global businesses worldwide for our accuracy, scale, and compliance. With strict standards across GDPR, CCPA, and ISO 27001, we ensure data privacy and security while delivering actionable intelligence.

Every dataset we ship is privacy-first by design — aggregated and anonymized, with transparent sourcing methodology and documented refresh cadences. Because trust isn’t a feature. It’s the foundation.

“We are extremely satisfied with their proficiency, service and quality. We cannot recommend Factori enough for the value they provide in terms of their solutions. Factori has become a strategic partner of Froyoo in navigating the industry, finding new solutions and collaborating on mutually beneficial ventures. I am confident that whoever will work with them will be very satisfied.”

Daniel Fischer – CEO, Froyoo

Ready to Unlock the Real World?

Ready to see what changes when your models understand the real world?

Get a product tour to walk through your use cases, or explore our datasets to see exactly what’s available for your locations and markets.