POLI
Structured Public Policy Language Data

Fluent in Public Policy and Python

The best training data your public policy GenerativeAI needs, crafted by an award-winning, patented metadata tagging process.

Key Features

Expert-led Ontology

Fewer training runs

Higher Accuracy

Deep History

Full text for advanced economy policymakers extending back to 2006 saved in Golden Source format.

Four Thematic Verticals

Trade Policy, Monetary Policy, Climate & Energy Policy, Digital Currency Policy

Robust Metadata, in JSON

Ready for: RAG, Knowledge Graph, Vector Database, Semantic & Relational Database deployment

Broad Coverage

300+ carefully selected input sources from advanced economy and leading emerging markets,

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Extensible

The patented process can be applied to other inputs (e.g., news) and thematic verticals.

LLM Training Data: Meet Poli

At BCMstrategy, Inc., we are fond of saying that "the language is the data." Summer 2025 is when we take the next step by making the language data generated by our patented process available to enterprise buyers via access to .json files with rich quantitative, conceptual, demographic, and lexical metadata tagging.

2 min read

AI Training Data for Global Macro -- Text-based Data

The first step in building a set of AI training data concerning global macro policy is to identify the different categories of language inputs needed for model training. This post explains the four categories of content and why they are different.

3 min read

AI Training Data for Global Macro Economics: Text and Language

Just because public policy text is open source does not mean that it is easy to find or access. Spoiler alert -- a kitchen sink approach to language data acquisition is a fast track to high costs, slow training times, and suboptimal outputs. This post seeks to help global macro strategists structure more effective text acquisition strategies to support their portfolio priorities.

5 min read

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AI Training Data for Global Macro Economics: 5 Key Statistic Series

Specifically: one can configure agentic AI processes to collect, aggregate, and analyze publicly available official sector data. But you still need to know where to look. And you still need to know why a particular data series is important to your analysis. We break down the top categories of global macro data and how to access them.

3 min read

Your guide to global macro data for ai agents

AI Training Data for Global Macro Economics: A Guide

July 2025 Blog Series: evaluating all the quantitative, language, and signal data available for global macro decision intelligence to support AI-powered trend projection and generative AI deployments.

3 min read