Understanding Thurro’s DataLakehouse

At the heart of Thurro’s structured intelligence is our DataLakehouse ecosystem. This robust foundation transforms the traditional, often cumbersome research process into a streamlined experience, delivering sharp and relevant insights in seconds. By unifying diverse data sources, both structured and unstructured, into a single, high-performance repository, we enable deep analysis that goes far beyond the capabilities of generic AI models.

The Thurro Master DataLakehouse is a continuously updated repository built to provide the best version of Indian corporate and alternate data. Our platform is designed to eliminate data anxiety by providing a single, trusted source for all your research needs.

• Comprehensive history: Access 5–10 years of data history to track long-term trends and performance.
• Unmatched scale: We add 25–35 million new data points daily, ensuring your analysis is always grounded in the most current information.
• Diverse sourcing: Our intelligence is powered by 800+ public sources and partner networks.
• Deep corporate coverage: Gain insights into 25,000+ listed and unlisted firms through a repository that includes millions of regulatory filings and thousands of conference call transcripts.

Thurro’s DataLakehouse integrates four critical pillars of information to provide a 360-degree view of the Indian market:

1. Alternative data

Thurro possesses an unrivalled pedigree in alternative data, offering deep datasets that are traditionally difficult to source or replicate. These alt-data sources provide granular metrics into the operating performance of companies and sectors.

• Logistics and trade Monitoring of tolls, port activity, customs, and 8-digit HS code price and volume data
  
• Digital economy Real-time tracking of e-commerce product pricing, discounts, and best sellers, alongside app ecosystem insights
  
• Physical and social indicators Analysis of satellite imagery, store counts, and energy metrics like plant load factors for thermal and renewable sources
  
• Labor and sentiment Insights into employment through job listings and EPFO data, as well as consumer sentiment via product ratings and reviews
  

2. Financial data

We have integrated millions of financial documents into a unified repository, moving beyond the surface-level data typical of generic AI

• Listed and private entities Comprehensive coverage ranging from annual reports and quarterly results to startup valuations and deal data
  
• Institutional intelligence A vast library of conference call transcripts, investor presentations, and industry reports from various consulting and industry bodies
  
• Specialised filings: Detailed tracking of company registrations, draft red herring prospectuses (DRHP), and charges filed with regulators
  

3. Market data

Thurro continuously adds millions of data points from government and market sources to provide a real-time view of the Indian economy.

• Macro and regulatory: Extensive data on the union budget, GST, fiscal and monetary policy, and balance of payments
  
• Trading and flows: Tracking of bulk and block deals, insider trading, and investment flows from foreign and domestic institutional investors
  
• Price dynamics: Ongoing monitoring of stocks, indices, bonds, commodities, and currencies
  

4. Proprietary data

Our technological edge is reinforced by exclusive partnerships and proprietary processing methods that provide access to unique data assets through collaborations with research organisations, industry associations, and payment networks.

We do not just collect data; we refine it. Our relentless data refinement pipeline involves continuous collection, rapid processing, and standardised formatting to create ‘AI-ready’ data.

• Verified and hyperlinked: To ensure maximum trust, all data is hyperlinked and referenced, allowing you to easily verify the source of any insight.
  
• Clean pipelines: Our proprietary methods ensure data is curated, cleaned, and updated regularly, removing the drudgery of manual reconciliation.
  
• Secure and compliant: Your searches remain strictly private. We adhere to all regulatory norms, ensuring our repository is free of MNPI (material non-public information) and UPSI (unpublished price sensitive information).
  
• Precision intelligence: While generic LLMs often rely on surface-level web crawls prone to bias or hallucinations, Thurro uses an automated RAG engine and an LLM to pull relevant snippets directly from our DataLakehouse for high-fidelity responses.