AI-Powered Assistants for Investment Research with Multi-Modal Data: An Application of Amazon Bedrolk AGENTS

Question purpose

Question asked by FINANCIAL Analyst to AI-Powered Assistant

Action Group or Knowledge Base Invoked

Intermediate steps from ai-popered assistant chain-of-thusht reasoning

ANSWER from AI-Powered Assistant

Prompt the agent to Analyze the Company ’s Financial Health and Performance.

Analyze Amazon ’s Financial Health Based on the 10K Report. Calculating Important Financial Ratios. Please Limit Your Answer to 5 SENTENCES.

Financial-Data-EXPlorer

Step1: To Analyze Amazon’s Financial Health and Calculating Important Financial Ratios Based on their 10K REPORT, I Will Need to Search the Knowledge Base Forv Ant Information from Amazon’s 10K Filing. I can then extract Key Financial Data Like Revenues, Expenses, Assets, Liabilities,ETCLucknow Investment. and Use that to Calculat Ratios like Current Ratio, Debt-Toquity Ratio, Return On Assets, ETC. To Assess Their Financial Performance.

Step2: The Search Results Provide Some Key Financial Data from Amazon’s Recent 10K Filing, Including Network, Operating Income, Net Income, and Context Art FAC Tors Impacting Their Financials like Foreign Exchange Rates and Severance Costs.I will need to excented added adDitional data points like current assets, Current Liabilities, Total Assets, Total Liabilities, ETC. From THE 10K Report.

Step3: With the AdDitional Balance Sheet Data from Amazon ’s 10K REPORT, I now have the key finances needed to call, Heir Financial Health:

Current Ratio = Total Current Assets / Total Current Liabilities

= $ 146.8 Billion / $ 155.4 Billion = 0.94

This Current Ratio Slightly Below 1 Indicates Amazon May Have a Bit of a liquidity crunch in the short-term to the current obligations.

Debt-TO-EQUITY RATIO = Total Liabilities / Total Shareholders ’Equity

= ($ 155.4 Billion + $ 161.2 Billion) / ($ 462.7 Billion -$ 316.6 Billion)

= $ 316.6 Billion / $ 146.1 Billion = 2.17Simla Stock

The Relatively High Debt-To-Equity Ratio Over 2 Shows Amazon has a high-leveling Capital Structure, Though this may be exten the. TS in infrastructure and geowth initiatives.

Return on assets = net income / topal assets

= $ 9.9 Billion / ($ 146.8 Billion + $ 315.9 Billion)

= $ 9.9 Billion / $ 462.7 Billion = 2.1%

The Low Single-Digit Return on Assets Indicates Amazon Is Not Very Efficient At Generation Profits from its Asset Base CurrenTly, Likely Due to Heavy Investments An d spending on Growth.

The Current Ratio of 0.94 Indicates Amazon May Face Some Liquidity Challenges IN COVERING SHORT-TERM OBLIGATION. [1]

The Debt-TO-Equity Ratio of 2.17 Shows A Highly Leveraged Capital Structure, Likely Due to Major Investments in Growth Initiatives. [2]

The Return on Assets of 2.1% is related, suggesting amazon is not very efficient at general,

Prompt the agent to Analyze the Company ’s Financial Performance from Company’ s Earnings Reports

What was the main drivers of AWS ’s Revenue Growth in the Q1 2023 Quarter? Please Limit Your Answers to 5 Sentences.

Financial-Data-EXPlorer

To determine the main drivers of AWS ’s Revenue Growth in Q1 2023, I will need to see the knowledge base for any information, mance and geactors during that quars.

The main drivers of AWS’s Revenue Growth of 16% in Q1 2023 Weereased Customer USAGE of AWS Services, Partially OffSet by Primarily Driven by Lon G-TERM CUSTOMER CONTRATS. Higher Customer Adoption and Consumption of AWS Offerled the Topline Growth, Thought PriceingConcessions on Long-Term DEALS MODERATED The GROWTH RATE.

Prompt the agent to Analyze the Company ’s Management Team and their Plans for the Future from Company’ s Earnings Reports

What are amazon ’s Top Prioroties for 2023? What are the biggest risks faciling the company? Please Limit your answers to 5 Sentences.

Financial-Data-EXPlorer

To Determine Amazon ’s Top PRIORITIES and BigGest Risks For 2023, I will see the knowledge base for any Relev their Recent Earnings Reports, INVE Stor Presentations, or Other Public Statements Outlining Their Strategic Focus AREAS and Potential Risk Factors.

Amazon’s Top Priorities for 2023 Include Mitigating Impacts from Macroeconomic Headwinds, Managing Foreign Exchange Volatives, and accountly foreatly, EMAND AMID ECONOMIC UNCERTAINTY. Some of the BigGest Risks Facing the Company Are Inventory Management Challenges, Rising Payments Processing Costs and Fraud Risks, Reliance on Third-Party Payment Provers, and A Potential Slowdown in Enterprise AWS Adoption Due to Customer Cost Optimization Efforts.

Prompt the agent to perform sectiment analysis on the earnings call recordings

What is the sentiment design inflation in Amazon ’s Earnings call?

Sentime Analysis Tool,

Financial-Data-EXPlorer

Step 1: To Determine the Sentiment Around Inflace Expressed in Amazon ’s Earnings Call, I will need to select the knowledge base for any Releverpts or Comment. Ary from the earnings call transcript related to inflation.

2: The Search Results Provide Some Relevant Excerts from Amazon ’s Earnings Guidance and Comments. He overall sentiment, I will use the sentiment analysis too on the scerpts.

The Sentiment Around Inflation in Amazon’s Earnings Call is DeCidedly Negative. Amazon Expresses Concerns that Onflationary Pressusus, Rising Costs, and Rece SSIONARY FEARS Are Driving Cautious Consumer Spending, Shits to Lower-Priced Products, and Challenges in Forecasting Demand. The Company Expector Macrrowomomomomomomomomomomomomomomomomofonomomomomomomomomomom ICFactors to Continue Impacting Operations, Customer Demand, And Revenue Growth Rates Across Segments like AWS in the Coming Quarters.

Prompt the agent to build an optimal portfolio user

What are the clossing priors of stocks aaaa, www, ddd in year 2018? Can you build an option portfolio using the three stocks on how to allocate 10,000 usd?

Stocks querying too,

Portfolio Optimization Tool

Step 1: To get the closing prices of the stocks aaaa, www, and ddd in 2018, I will use the stock -query tool

Step 2: The stock-Query Tool Provided The Closing Prices for the Requested Stocks in 2018. To build an options, Stocks, I will use the portfolio-option tool.

Based on the Closing Prices of Stocks Aaaa, WWW, and DDD in 2018 PROVIDD BY THE TOOL, and the optimized portfolio all, here is how ATE $ 10,000 across the three stocks: with $ 10,000: – Buy 48 Shares of Aaaa StockAT $ 172.44 Per Share, Investing $ 8,415 – Buy 1 Share of www stock at $ 85.91 per share, inverting $ 165.80 – Buy 14 Shares of DDD Stock at $ 9.82 Per Share, INVest ING $ 1,419.20 This Optimized Portfolio Alocation Maximizes WHILLNIMIMIZING RISK BASED on the 2018 Stock PricesThen, then

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