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Abstract Waves

Industries

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Transforming Financial Forecasting and Analysis

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At our firm, we empower financial services companies with advanced machine-learning solutions and data analytics to stay ahead of the competition. Our expertise in developing and implementing Azure machine-learning algorithms has revolutionized the way businesses predict and respond to market trends.

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Key highlights of our work include:

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  • Win/Loss Prediction:

    • Implemented Azure machine-learning algorithms to forecast win/loss outcomes on future bids.

    • Utilized job postings data to understand historical trends in workforce demand segmented by geography, industry, and occupation.

  • Comprehensive Market Forecasting:

    • Developed detailed forecasts of employees, establishments, and firms segmented by industry and firm size for the US.

    • Conducted competitive analysis by reviewing SEC filings of competitors and developing key performance indicators (KPIs).

    • Performed win/loss analysis on project bids to identify strengths and weaknesses, categorized by geography, industry, and firm size.

  • Data-Driven Insights:

    • Innovative Language Models: Successfully advocated for the adoption of large language models by demonstrating enhanced privacy and security through local implementation with Retrieval Augmented Generation (RAG).

    • Derived actionable insights from extensive datasets using macroeconomic time-series forecasting models tailored to specific client variables, including geography, industry, occupation, and firm size.

 

Our advanced analytical solutions provide financial services companies with the intelligence they need to make informed strategic decisions and maintain a competitive edge in the market.

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