AI Data Science Accelerators | FinLabs by Synechron

Key Benefits of Our Solutions

Leverage AI data science platforms, strategies & tools

Syn-AI for Signal Discovery Platform

Synechron’ AI Data Science Accelerator includes two powerful data science platforms that can accommodate a variety of data-focused strategies and methodologies. The Syn-AI for Signal Discovery platform ingests large volumes of structured and unstructured data.

Uses the latest advancements in parallel computing
Delivers a scalable platform
Enables rapid analysis of massive data collections
Identifies meaningful Granger Causal relationships

Granger Causality Application

Our second AI Data Science-led research application/platform, Granger Causality, frees the investment researcher to focus on analysis, versus data acquisition, transformation, and presentation. It retrieves, transforms and analyzes dozens of real-time and historical data sets as an ad hoc research analysis tool with the click of a button.

Leverages AI and Machine Learning (ML) models to read/interpret regulatory filings
Enables performance of ‘causal analysis’ for any pair of companies
Analyzes daily and inter-day returns, news, SEC filings, macro-economic data and company fundamentals
Calculates real-time market sentiment of a company

Visual Research

Our Visual Research tool uses a combination of Data Science, AI, and ML tools and techniques to produce robust, insightful, and cost-effective investment research, including deploying Synechron’s Syn-AI Signal Discovery analysis platform.

Uses NLP and Sentiment Analysis tools for wealth management
Enables analysis of multiple types of sentiment across disparate data sources, from news stories to SEC filings
Recursive Neural Networks analyze semantic similarity of documents and form stock price predictions
AI algorithms allow predicting price and valuation changes, identifying significant events, and forming recommendations

Informed Investing

Informed Investing provides investment advisors/wealth managers with a powerful platform for analyzing client portfolios and proactively engaging clients and prospects with insights not available with traditional investment and research tools.

Uses advanced Data Science techniques applied to a continuously updated database
Enables AI-led, data-driven intelligence for high-touch, high-impact client experiences
Advances time-sensitive, critical alerts, events & information related to assets managed
Easy-to-read dashboard summary relies on Natural Language Generation (NLG)

Credit Risk

The Credit Risk tool empower banks to proactively manage their credit portfolios, whether they consist of mortgages, auto loans, credit card loans, or business loans. By ingesting historical loan, macroeconomic, and borrower data, the accelerator uses ML models including clustering algorithms, and neural networks to predict credit defaults, delinquencies, and prepayments.

Proactively manages a loan portfolio based on data from predictive analysis
Applies Data Science and deep learning to predict probability of credit events
Enables deep drill downs for enhanced risk management
Produces more accurate financial forecasts and reports

Customer Complaints Management

Our AI-empowered Customer Complaints Management accelerator empowers banks to fully automate and proactively manage customer complaints. It sits on top of proprietary CRM platforms or other sources of consumer complaints data, and deploys Data Science tools to list, analyze and prioritize customer complaints.

Fully automated solution enabling banks to proactively resolve the most critical complaints
Enables identification of root causes of complaint disputes
Proactively identify complaints likely to be disputed
Significantly reduces time required to react to thousands of CFPB-filed complaints

LIBOR Impact Analysis

The LIBOR Impact Analysis accelerator digitizes a bank’s LIBOR-sensitive assets and uses the latest advancements in NLP to extract the fields and values required for valuation / exposure calculations from unstructured contract text. It enables financial institutions to flexibly and accurately quantify the impact of LIBOR index-linked contracts across asset classes and business units, so the expiring LIBOR can be best replaced.

Automates the time-consuming and potentially error-prone process for identifying LIBOR terms
Uses Optical Character Recognition and NLP to identify any reference to specific contract benchmarks and data attributes
Three levels of Inbuilt NLP Models understand language and patterns
Valuation Model calculates current & historical NPV of contracts to show valuations using alternate risk-free rate

Automate key investment processes

Utilize sophisticated AI, and varied Data Science-enabled tools to automate key investment-related processes, banish manually-intensive tasks and decrease the risk of human errors.

Enhance business intelligence

Ingest critical but diversely located structured/unstructured company data, market sentiment, macro-economic, portfolio and client data to produce enhanced business intelligence for better investment decisions and choices.

Heighten wealth/portfolio management

Use sophisticated AI and Data Science-led tools and strategies to enable wealth managers and investment advisors to up their game and create, customize, tailor and adjust portfolios based upon deeper insights and informed predictions.

Increase strategic client relationships

Embrace modern portfolio/wealth management strategies, platforms and tools to potentially produce better results and mitigate risks. Stay ahead of the same-old portfolio management ways and drive more client engagement, happiness and ‘stickiness’.

More Accelerator Programs

حلول Synechron Nexus AI

من خلال تحقيق التكامل بين الإبداع البشري والذكاء الاصطناعي، تسهّل مجموعتنا من الحلول المعتمدة على الذكاء الاصطناعي مختلف خدمات الأعمال، وتوفّر الرؤى والكفاءات للمشروعات على نطاق واسع. وتشمل Synechron Nexus ثلاثة مسارات قيمة:

نمو الأعمال تعزيزًا للابتكار

تطبيقات مبتكرة وعملية مدعومة بالذكاء الاصطناعي، تعزّز القدرات البشرية وتحسّن كفاءة العمليات التشغيليّة للعملاء.

الكفاءة التشغيليّة لرفع مستوى التميّز

حلول الكفاءة التشغيليّة بالذكاء الاصطناعي لتبسيط العمليات وتقليل التدخّل اليدوي والتكاليف وتعزيز الجودة.

إنتاجيّة المطورين لتسريع التطوير ورفع كفاءته

تحسين جداول المشروع ومساراته التنفيذيّة، وتقليل تكاليف التوزيع من خلال التوليد الآلي للاختبارات وممارسات التطوير الفعّالة.

مسرعات RiskTech.AI

حلول معززة بالذكاء الاصطناعي مصممة لأتمتة وتعزيز كفاءات العمليات، بهدف تحسين تحديد المخاطر وإدارتها، وتخفيف حدتها عبر خمسة مجالات عمل مهمة ومؤثرة: سلسلة التوريد، والمناخ، والتنفيذ التنظيمي، ومخاطر "اعرف عميلك"، ومخاطر تكنولوجيا المعلومات/الأمن السيبراني.

تحليلات مخاطر سلسلة التوريد
اختبار وتحليل ضغوط مخاطر التغير المناخي (CRiSTAL)
منصة مُحسِّن تنفيذ التنظيم
نظام "اعرف عميلك" (KYC)
نظام لإدارة مخاطر تكنولوجيا المعلومات والتحكم فيها (iTRACC)

مسرعات Data Monetization

حلول بيانات متقدمة تهدف إلى حل التحديات الرئيسية في مجالات توفر البيانات، الخصوصية، المشاركة، والجودة، مما يساعد المؤسسات المالية على استغلال بيانات أعمالها بشكل أفضل لتحقيق قيمة كبيرة. تساعد هذه الحلول في تطوير مصادر إيرادات جديدة، وتمكين الكفاءات على نطاق واسع، وتحقيق موقع متقدم في السوق.

منصة سوق البيانات وغرف البيانات النظيفة لتحليل المحافظ
برنامج توصيات التاجر
أداة الاستخبارات التشغيلية لمكافحة الاحتيال
أداة العافية المالية

Innovate with Synechron’s AI Data Science Accelerators

We developed Artificial Intelligence (AI) Data Science Accelerators to provide innovative solutions to current challenges in the Data Analysis landscape.