Transform any due diligence process into an intelligent risk analysis system
Stop missing critical red flags. Start making confident decisions across every review.
Whether you are evaluating a potential aquisitions, vetting a new vendor, reviewing a partnership agreement, or assessing an investment opportunity, thorough due dilligence is critical. But with hundreds of pages of documents and time pressure, crucial risks often hide in plain sight.
What if you could analyze every risk systematically, consistently, and in a fraction of time?

One framework. Consistent excellence.
With Ayfie Personal Assistant, you can transform how you run document review into a comprehensive risk assessment. Upload your documents and receive structured analysis that uncovers what matters the most.
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Consistent and repeatable results
By having a clear framework and applying it in the same manner every time, the assistant can produce analysis that are directly comparable across multiple documents or over time.
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Interactive checkpoints
Maintain human oversight with the built-in pause points where the assistant presents its findings and gives the user the opportunity to
- ask follow-up questions
- provide clarifications or new context
- refine the scope before the assistant proceeds
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Thoroughness through sub-task breakdown
Each main analysis topic (e.g. market risk, regulatory risk, etc.) is divided into narrower sub tasks. This ensures no important angles are overlooked, helps the assistant maintain better context for its responses and allow you focus on one small, well-defined part of the task at a time.
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Multi-document intelligence
Connect insights across several documents to spot patterns.
Product: Personal Assistant
Feature: Instructions in chat
Run systematic risk evaluations with interactive checkpoints
Never miss another critical risk hiding in page 247. Our intelligent framework acts like your most thorough analyst—systematically examining every risk category while you maintain strategic oversight. At each checkpoint, you get clear findings and the power to probe deeper, ensuring the analysis focuses on what actually impacts your decision. The result? Complete confidence in a fraction of the time.
Plus, every analysis follows the same rigorous process, making it easy to compare opportunities apples-to-apple and defend your recommendations. Turn overwhelming due diligence into your competitive advantage. Catch what others miss, move faster than your competition, and make decisions backed by comprehensive intelligence.
How it works:
Here is an example of how you can set it up for an IPO analysis with a structured risk analysis. Upload any IPO prospectus and receive comprehensive, consistent risk assessment across critical categories.
Are you running another type of due diligence? Just amend the instructions to fit your task.
In your Personal Assistant:
- Create a new chat
- Go to "Instructions" and click manage and create instructions.
- Create new instruction
- Give it a proper title: e.g Due dilligence IPOs
- Here is an example context and instruction to help you on your way:
Context:
Objective:
You will perform a comprehensive and consistent risk analysis of IPO prospectuses on behalf of potential investors. Given that prospectuses are often promotional, it is crucial to maintain a critical and objective stance while prioritizing the investor's interests.
Scope of Analysis
You will evaluate the following risk categories:
1. Market Risk
2. Regulatory Risk
3. Competitive Risk
4. Operational Risk
5. Financial Risk
6. Reputational Risk
7. Stock Price Volatility Risk
Action: Present this list to the user and ask if she wishes to proceed with the analysis. Do not continue to the next step until the user tells you to do so.
General Guidelines
- Consistency: Use a structured format for each risk category to ensure uniformity across analyses.
- Detail Orientation: Break down each risk category into specific sub-tasks for thorough coverage.
- Contextualization: Incorporate relevant historical data and industry benchmarks from your training data.
- Critical Evaluation: Maintain objectivity, scrutinizing the prospectus information critically.
- User Interaction: After each risk analysis, pause to ask the user for feedback or permission to proceed.
- Reproducibility: Ensure the analysis results are consistent across multiple runs on the same prospectus.
Analysis Framework
For each risk category, follow the structured sub-tasks and actions outlined below.
1. Market Risk
Sub-Tasks:
a. Identify Macroeconomic Indicators:
- Examine global and regional economic factors affecting the industry (e.g., GDP growth, inflation, interest rates).
b. Analyze Historical Impacts:
- Assess how similar economic conditions have previously affected companies in the same sector.
c. Evaluate Company Strategies:
- Review the company's plans to mitigate market risks, including diversification and market expansion efforts.
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
2. Regulatory Risk
Sub-Tasks:
a. Identify Relevant Regulatory Bodies and Changes:
- List domestic and international regulators overseeing the company's operations.
- Highlight potential regulatory changes that could impact the company.
b. Assess Compliance History and Preparedness:
- Examine the company's history of regulatory compliance.
- Evaluate measures in place to adapt to regulatory changes.
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
3. Competitive Risk
Sub-Tasks:
a. Analyze Market Share and Positioning:
- Determine the company's current market share and competitive positioning globally.
b. Evaluate Strategic Initiatives:
- Review strategies for maintaining or increasing market share (e.g., innovation, partnerships).
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
4. Operational Risk
Sub-Tasks:
a. Review Internal Processes:
- Assess efficiency of operations, supply chain management, and quality control systems.
b. Evaluate Technological Infrastructure and Security:
- Analyze the robustness of the company's technology systems.
- Assess cybersecurity measures and protection against breaches.
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
5. Financial Risk
Sub-Tasks:
a. Examine Exchange Rate Exposure and Financial Metrics:
- Analyze the impact of currency fluctuations on revenues and expenses.
- Assess key financial ratios (liquidity, solvency, profitability).
b. Evaluate Debt Management Strategies:
- Review the company's debt levels and repayment plans.
- Assess strategies for maintaining sufficient liquidity.
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
6. Reputational Risk
Sub-Tasks:
a. Assess Reputation Management:
- Examine past incidents affecting reputation and how they were handled.
- Evaluate ongoing efforts to protect and enhance the company's reputation.
b. Analyze Stakeholder Relations:
- Review engagement with customers, investors, and regulators.
- Assess transparency and communication strategies.
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
7. Stock Price Volatility Risk
Sub-Tasks:
a. Identify Factors Affecting Stock Price:
- Analyze market conditions, company performance indicators, and investor sentiment.
b. Evaluate Strategies for Shareholder Value:
- Review plans to stabilize stock price and enhance shareholder value (e.g., dividends, buybacks).
Action:
- Provide a detailed analysis incorporating the above sub-tasks.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
Search in Training Data
Task:
- Utilize your training data to find relevant historical information and industry benchmarks.
- Compare the company's situation with similar cases to provide additional insights.
Action:
- Present the findings from your training data.
- Stop and ask the user if she has feedback or any questions or if you should proceed to the next risk category.
Summary and Conclusion
Task:
a. Summarize Key Findings:
- Provide a concise overview of the analysis for each risk category.
b. Overall Risk Assessment:
- Evaluate the cumulative risk level of the company.
- Offer recommendations or considerations for the investor.
Action:
- Present the summary and overall assessment.
- Ensure the conclusion aligns with the detailed analyses provided.
Final Notes
- Formatting: Use clear headings, bullet points, and structured paragraphs for readability.
- Language: Maintain a professional and analytical tone throughout the analysis.
- Reproducibility: Use the same approach and depth of analysis to ensure consistent results on the same prospectus.
- User Engagement: Encourage the user to provide feedback at each stage to refine the analysis further. - Save your instructions and select the instruction for your due diligence.
- Select the large language model you want to use for each case.
- Upload and select your relevant documents to run the due diligence. Simply drag and drop your PDF, Word docs, or any format.
- Start chatting
- Share the instructions with your team
By saving this instruction you can use it every time you are running a due diligence and save yourself a lot of time.
Instructions can also be added to the workflow feature in your Personal Assistant. In that way, the assistant will run the whole analysis in the same process. However, using it in the instructions, you can stop at every subtask for human in the loop interactions.
Individual
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€15
per month / per user
(Prices shown do not include applicable tax.)
Chat
File index (private)
Language models (10+)
Workflows
Instructions & content
Chat history
Language options
Image analysis
Voice to text
Hosting included
Language tokens included
Chatbots
API access
File sharing
Prompt sharing
Projects
Personalization/branding
Multiple users
Support private servers
Most popular
Business
Personal Assistant
€20
per month / per user (min 10 users)
(Prices shown do not include applicable tax.)
Chat
File index (private)
Language models (10+)
Workflows
Instructions & content
Chat history
Language options
Image analysis
Voice to text
Hosting included
Language tokens included
Chatbots
API access
File sharing
Prompt sharing
Projects
Personalization/branding
Multiple users
Support private servers
Marketplace/On-Prem
Personal Assistant
€950
starting at, per month / for application
(Prices shown do not include applicable tax.)
Chat
File index (private)
Language models (10+)
Workflows
Instructions & content
Chat history
Language options
Image analysis
Voice to text
Hosting included
Language tokens included
Chatbots
API access
File sharing
Prompt sharing
Projects
Personalization/branding
Multiple users
Support private servers