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Synthetic Data with Real-World Speed & Global Breadth

  • Near real-time signals: Synthetic data is anchored to macro and market developments captured 24×7 across global news streams.
  • Multilingual depth: Coverage across 50+ languages ensures breadth of perspective and cross-market relevance unmatched by generic synthetic datasets.
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Synthetic Data with Human DNA

  • Human-guided: Unlike generic synthetic datasets built from arbitrary prompts, EMAlpha’s data begins with human expertise.
  • Truth-anchored: Each record starts from a human-curated anchor fact - a validated macro event, policy action, or market development grounded in real-world context.
  • AI-scaled: Our multilingual AI engine expands that anchor into high-fidelity synthetic text, sentiment tags, and Q/A reasoning across 50+ languages.

Transform global news, macro events, and sentiment into training-ready data — built for LLM training, AI labs, model developers, and data science teams.

Features at a Glance

language
Languages

50+ Languages — Covering EM, frontier and major geographies.

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data
Financial Industry Lens

News, Data releases, prices coherently & contextually combined for meaningful AI training.

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Compliant
Synthetic & Compliant

No raw publisher text, fully paraphrased or generated.

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dataset
Training-Ready Format

JSON/Parquet, dataset cards, AWS ready.

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Domain-Expertise
Domain Expertise

Sources, news items, summaries built with financial practioner’s no how with human involvement.

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Use Cases

  • Fine‑tune LLMs for financial reasoning across asset classes
  • Train chat models for micro and macro Q&A
  • Improve information discovery by accessing global news
  • Build domain‑specific AI solutions

Benefits

  • Human domain expert enhanced information
  • Global coverage across geographies & languages
  • Audit trail & provenance logs
  • Dailly refresh cadence

Compliance & Provenance

No raw text stored or redistributed; all summaries are synthetic/human‑rewritten.

Robots.txt & ToS screening; red‑list domains excluded.

Audit metadata on every record (URL, timestamp, generation method).

GDPR‑aligned. ISO‑27001 infra. SOC 2 Type II hosting.

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Data Schema & Sample

Schema

Fields: record_id, language, country, theme, synthetic_summary, sentiment_score, qa_pair.question, qa_pair.answer, generation_method, source_url, provenance_tag, timestamp.

Sample

record_id: 81fe9b8b-8247-41c7-bcdd-4fa6c55d9ff4
language: es
country: AR
theme: Inflation
synthetic_summary: Argentina’s central bank raised its policy rate to curb inflationary pressure.
sentiment_score: -0.42
qa_pair:
question: What policy action occurred?
answer: The central bank raised interest rates.
generation_method: LLM + human review
source_url: https://example.com/article123
provenance_tag: open_source

Pricing

Basic

  • Upto 5 languages
  • 500K records
  • $1200
  • 20% discount on monthly refresh

Bulk

  • Upto 20 languages
  • 5M records
  • $5000
  • 20% discount on monthly refresh

Enterprise

  • Talk to our sales team for custom requirements. Our team offers highly customized synthetic data as per requirements.
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