Use Case
Asset Management
Increase the value of a portfolio by achieving complete data governance. Unlock the ability to assess insights across an entire portfolio and gain the confidence that all assets comply with data regulatory requirements with the synergy of our Gen AI and SLM solutions.
Use case
The Data Challenge in Asset Management
Asset Management firms create and utilize various data types, from external market reports and news feeds to internal performance reports on assets. Beyond insights, there is the challenge of broader data governance across individual assets, ensuring data integrity, accuracy and compliance.
Diversified Data Types
- •PDFs, CSV, DOC, PNG, MP3, MP4 and more
- •Across multiple languages, systems, internal and external
- •Unstructured, Semi-Structured and Structured data types
- •Legacy data and newly created
Whether it be a stakeholder call recording, market insight report or customer interaction survey — there's raw data that can be retrieved, standardized, enriched and served to data management software stacks for assessment.
The Client Challenge: Business Performance Reporting
Every asset within a client portfolio had different business performance data sources and data management methods. Retrieving numerous data types across multiple systems in various languages created a roadblock to accessing portfolio-wide insights inside centralized data management systems.
Rapid Integration of EmergeGen's SLMs
The EmergeGen solution is more streamlined than traditional models, with fewer parameters and simpler designs. We require less data and training time — think minutes or a few hours, as opposed to days for LLMs. For this Asset Management firm, removing the need for extensive training data enabled them to rapidly deploy the solution.
Enhanced Business Performance Reporting
Centralized data and reporting across an entire portfolio of assets.
Deployment of EmergeGen
Our solution analyzes all types of data at scale and on demand. Data is automatically retrieved, standardized and enriched with rules, asset classes, ID's and intelligence.
The result
Complete Business Performance Insight, Portfolio-Wide
All performance data created across the portfolio is automatically retrieved, prepared into standardized data, intelligently enriched and served into data management tools — enabling complete business performance insight across all incoming data types.
The New Generation of Data Management
Highly Accurate Data Categorization
We enable more accurate data categorization and richer insights, crucial for effective data driven decision making.
Zero-Shot Learning Capabilities
Allowing for rapid deployment and adaptability across various types of data and industries, reducing the need for extensive training data and accelerating time to insight.
Seamless Data Governance
EmergeGen seamlessly integrates with all data governance and data management software stacks — serving enriched data onwards without the need for new tools.
Audio Data Processing
Opening up new data sources for analysis, including customer service calls, meetings and presentations, offering a more holistic view of the data landscape.
User-Friendly Interface
An accessible and easy to use interface allows for a broader range of stakeholders to leverage data driven insights.
Enhanced Business Insight Extraction
We go beyond processing and organizing unstructured data, enriching and transforming data into actionable insights — driving strategic decision making and opening up competitive advantages.
Flexible and Scalable Architecture
As your organization grows and data volumes increase, our solution will continue to provide optimal performance without compromising on speed or accuracy.
Additional Use Cases
We bridge the gap between the raw data your business creates and the intelligent information your data management systems need to enable complete data governance and regulatory compliance.
Data Insights
From internal and external sources, such as market feeds, financial reports, asset performance, trend analysis and evaluation of investment opportunities.
Data Governance
Data accuracy by removing inconsistencies and errors, whilst enhancing the quality of asset data. Implementation of policies and procedures to ensure data integrity, security and compliance with regulatory standards.
Portfolio Management & Reporting
Organizing and tracking asset portfolios with access to all data types inside existing data management systems. Increasing reporting capabilities and insights derived from increased data access.
Risk Assessment
Employing data analytics to assess and mitigate investment risks, ensuring alignment with client objectives and regulatory requirements.
EmergeGen — Our Key Differentiators
EmergeGen's advanced AI capabilities, seamless data governance integration, adaptability, comprehensive data processing (including audio), and user-friendly design elevate it from its competitors, as seen below.
| Feature Category | Amazon AWS | Azure | EmergeGen |
|---|---|---|---|
| Data Extraction | Yes — Amazon Textract handles complex, multi-format documents, including PDFs with varied data elements. Extensive data extraction capabilities like form analysis, table extraction, and handwriting recognition. | Yes — A range of pretrained models for common document types like tax forms, receipts, invoices, and identity documents, plus Custom Model Capabilities. | Yes — EmergeGen takes data extraction to the next level with greater data integrity and compliance — leveraging sophisticated language models to move beyond typical OCR and Layout analysis. We also transcribe audio data, extract key points, and map these to metadata. |
| Search, Standardize, Enrich & Serve | — | — | Yes — We retrieve all types of unstructured data — PDF, PNG, MP4, MP3, CSV, DOC and more — across multiple systems, internally and externally, removing the burden of time-consuming or impossible manual search and retrieval. |
We're Collibra's Data Integration Partner
Collibra is one of the world's leading data intelligence platforms. They've partnered with EmergeGen to support Collibra users in preparing unstructured data for use within their platform.
Unleash the power of your data: rapidly standardize, categorize and enrich all data and serve it into your data intelligence platforms to enable analysis at scale — gain market advantage, drive customer experience and improve business compliance.
Speak to us about Collibra
Let's Talk
EmergeGen AI: a new generation of data governance. Join us in redefining how asset managers unlock value from their most powerful asset: data.