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LLM Enablement

LLM Enablement

Property data without context breaks AI models

Without authoritative context, generative AI and autonomous agents can produce generic or inaccurate property insights that erode trust.

Overview

Give your AI the semantic context it needs to reason

Cotality provides data infrastructure for AI that powers accurate, reliable generative outputs. Our 360 property datasets are delivered AI-ready with companion YAML files – acting as a built-in translator and providing valuable context for your models. Together with our enterprise MCP server, our AI-ready datasets offer effortless LLM grounding.

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Easy setup

Enable AI models to interpret complex property data fields instantly using standard YAML translators.

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Fewer hallucinations

Minimize hallucinated attributes by grounding LLMs in verified property data with persistent identifiers.

Real-time access

Seamlessly connect AI tools to authoritative data using our enterprise Model Context Protocol (MCP) server.

Core capabilities

Semantic intelligence built for modern AI

Equip your models with AI-ready data that delivers not just property values, but the inherent business logic and semantic meaning behind every data field – making it easier for engineering teams to build trustworthy generative solutions.
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Standardized enterprise MCP

Empower LLMs to dynamically retrieve and query Cotality data via a Model Context Protocol without custom APIs.

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Structured AI-ready datasets

Accelerate pipeline development with property data enhanced by semantic layers and linked by persistent identifiers.

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Machine-readable context

Help autonomous agents understand complex tax codes, zoning types, and structural attributes without manual fine-tuning.

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Verifiable data sources

Provide full auditability for every agent interaction with traceable citations back to authoritative source records.

Products

The data foundation behind your AI tools

Explore the products that feed verified property intelligence directly into your generative AI applications and workflows.

Climate Risk Analytics – Chronic Perils

Assess long-term climate risk with nationwide chronic peril indices and property risk scores (1-100). Heat, drought, and more across IPCC scenarios to 2050.
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CLIP®

Discover how CLIP ID provides a unique, consistent identifier for every U.S. property—enabling seamless data matching, integration, and a complete 360° view.
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Property Characteristics

Fuel risk models, property analytics, and automated decision-making with a standardized, enterprise-grade dataset covering 154M+ parcels across the U.S.
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Differentiator

Trusted context for AI understanding

Data without context causes AI hallucinations. Cotality datasets are delivered AI-ready with companion YAML files that translate raw data into clear, machine-readable definitions.

FAQ

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How does Cotality minimize LLM hallucinations?

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How does CLIP ID support AI agent workflows?

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What is the advantage of using an enterprise MCP server? 

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Get in touch with our sales team at (866) 774-3282. We're here Monday to Friday from 7 a.m. to 5 p.m. CT.

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