Collatio® Data Flow Mapping

Collatio® – Data Flow Mapping In legacy applications, data from multiple sources moves through several systems & databases while it is being transformed, which often leads to non-traceability of its origins and potential errors. Furthermore, since there is almost no documentation with the code being spaghetti-like, debugging and rewriting these applications is a mammoth task. Collatio®– Data Flow Mapping “reverse engineers” the transformations being performed by legacy applications, thereby, improving the efficiency of analysts and programmers in debugging and rewriting new applications.

Key Features

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Anomaly Detection
Library of 25+ proprietary supervised & unsupervised algorithms, pre-trained & tested for our products
External Data Enrichment
40+ scrapers & connectors for ingesting web & paid data subscriptions, e.g., news, social media, traffic, geo-location, sanction lists
Domain Ontologies
Prebuilt financial ontologies & business rules that will improve over time
Knowledge Graphs
30+ probabilistic spatial & temporal graph algorithms to determine links & connected entities
Reinforcement Learning
In-built reinforcement learning algorithms that improves our products’ performance over time “with & without a human loop
Reverse Engineering
60+ proprietary AI algorithms to identify transformations & business rules and to fix errors
User Interface and APIs
Pre-built graphical user interface (GUI) & APIs for quick deployment & integration with clients’ workflows
Cleansing & Harmonization
60+ algorithms for cleansing, harmonizing & validating data from internal & external sources in 30+ formats, e.g., JPEG, video, PDFs
Product Accuracy
Upto 96% accuracy that improves over time with prebuilt ontologies & reinforcement learning
Deployment & Scalability
Highly scalable with parallel & distributed computing with options to deploy on-premise or consume as SaaS
Data Governance
Provides role-based access & sends alerts for exceptions to strategies, policies & compliance guidelines
Time & Cost
Upto 75% improvement in time & cost over the current manual process

AI-powered Data Flow Mapping ensures better functioning

Collatio® Data Flow Mapping by Scry Analytics can Identify data lineage via functional and format transformations and also is able to provide time-series graphs to show parameters & transformations from one set of tables to the next one. It is powered by extensive automation that is implemented at each stage of the process, right from data ingestion to harmonization to reconciliation.

Usage of Collatio®

  • Reverse engineering of code in COBOL, PL/SQL and other legacy languages so that versatile code can be written in modern languages
  • Analyze software code, its complexity, and dependencies as well as other relationships within the code; Mine business rules
  • Automate processes and services regarding documentation, maintenance, rationalization, optimization, and modernization of software applications

Collatio® Serves

  • Banks and non-banking finance corporations
  • Insurance companies
  • Information technology companies
  • Life sciences & health-care companies
  • Government agencies
  • Other entities with legacy applications
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