Zero Latency. Zero Ambiguity.

Deterministic Risk Intelligence for the Commercial Matrix.

We do not guess market movements. We compute them. Dagyan engineers autonomous telemetry systems that extract, vectorize, and deploy critical economic reality before it hits the public consensus. In the modern corporate theater, delayed data is a liability. We deliver asymmetric intelligence directly to your operational pipelines.

Dynamic Risk Indices

Real-time aggregation calculating precise National, State, and Municipal Court risk indices to baseline economic health and detect supply-chain collapse instantly.

Vectorized Semantic NLP

Powered by deterministic lexical tokenization and Named Entity Recognition (NER) - Our models extract target entities, financial constraints, and judicial injunctions natively from raw, unstructured court text.

Automated Audit PDF Generation

Stop copying and pasting from government portals. Every single corporate entity processed through our matrix automatically generates a standardized, compliance-ready PDF risk dossier. Download records directly to your device with one click for immediate internal auditing.

Headless Python SDK via PyPI

Enterprise data teams can bypass the frontend UI entirely. We distribute our official dagyan-die API wrapper directly through the Python Package Index (PyPI). Establish secure backend pipelines and pipe insolvency telemetry straight into your algorithmic models with just three lines of Python.

Click here for python Library

Algorithmic Categorization Matrix

Tier 1

Active Freezes (Critical)

Entities under immediate court asset constraints, § 21/22 protective orders, or Masseunzulänglichkeit.

Tier 2

Severe Credit Shift

Official opening of insolvency proceedings (§ 27). Severe credit shift and immediate operational workflow disruption.

Tier 3

Baseline Noise

Routine legal scheduling, publication updates, or standard administrator fee alignments. Monitored for pattern shifts.

Tier 4

Case Closure

Petitions formally denied/dismissed for complete lack of cash assets (§ 26), or final settlement liquidation closures.

Direct Hardware Telemetry

Autonomous Multi-Node Deployment

Install the DIE matrix directly to your hardware endpoints. No tracking, no middleman overhead, 100% direct telemetry mapped instantly across Desktop, Mobile, and OS-Native interfaces.

dagyan-telemetry-matrix

Experience the Intelligence Engine

Enter the open sandbox to explore historical insolvency telemetry and visualize our vectorized NLP extraction.

Engineering Truth.

The architecture, philosophy, and leadership behind the Dagyan matrix.

Gokul Krishnan Pudukode Sivaramakrishnan

FOUNDER & CHIEF ARCHITECT

Dagyan was forged from a strict philosophy of deterministic logic, absolute data sovereignty, and zero-intermediary hardware control. Headquartered in Hannover, Germany, our infrastructure is built to bypass public consensus and deliver raw, vectorized economic reality directly to institutional pipelines.

With a foundation in Mechatronics Engineering and Advanced Computer Security protocols from Stanford Engineering, the Dagyan matrix ensures that client endpoints remain flawlessly synchronized with the German commercial environment. Our core engine prioritizes direct resource control, database optimization, and parallel processing over abstracted cloud overhead.

Drawing from extensive systems engineering and backend data pipeline experience across Infosys, Bank of America, and Sirak Technologies, the system architecture is designed for absolute resilience. Leveraging advanced C++, Python micro-services, and proprietary Hugging Face transformer models (BERT), our custom NLP scrapers transform unstructured statutory court filings into immediate operational telemetry.

DAGYAN DEMO

Services

Select a localized or structural Risk matrix to evaluate real-time insolvency trends.

National Risk Index

Macro-economic volatility engine aggregating combined business and private insolvency filings across the Federal Republic to monitor national fiscal health.

VIEW DATA →

National Corporate Risk

Isolates major commercial entities, joint-stock structures (AG), and corporate operations (GmbH) nationwide. Designed for major lenders and asset managers.

VIEW DATA →

National Public Risk

Tracks private consumer bankruptcies, retail default density, and personal restructuring mandates distributed across Germany to capture domestic liquidity contractions.

VIEW DATA →

State Risk Index

Topographic telemetry combining private and commercial restructuring filings bounded inside a targeted Federal State to map geographic asset risk.

VIEW DATA →

State Corporate Risk

Isolates regional industrial networks and mid-sized enterprise vulnerabilities inside specific states. Crucial for shielding localized supply chains and vendor groups.

VIEW DATA →

State Public Risk

Monitors individual household consumer default metrics, non-commercial liabilities, and retail wage attachments filtered by state lines.

VIEW DATA →

Municipal Court Risk Index

Hyper-localized economic speed gauge monitoring combined statutory filings natively streamed directly from specific local judicial districts (Amtsgerichte).

VIEW DATA →

Municipal Court Corporate Risk

Direct micro-telemetry capturing local trade defaults, municipal developers, and localized small business bankruptcies filed within a single court jurisdiction.

VIEW DATA →

Municipal Court Public Risk

Isolates private consumer bankruptcies and localized small-scale individual insolvency allocations handled by specific neighborhood district court judges.

VIEW DATA →

Dashboards

Your securely isolated daily data matrices.

License & Pricing

Enterprise Allocation

€5,000 / month

Includes full dashboard telemetry access, daily/weekly PDF abstract reports, and unrestricted secure API integration for internal pipelines.

Note: You are currently operating in the Open Sandbox. To unlock Live Telemetry and activate the extraction API, you must provision an enterprise node.

Telemetry Matrix

ACTIVE LEDGER ID -- LOADING --