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Information & research
Your Partner forInvestmentIntelligence

Information & Research Agent transforms your research workflow by seamlessly gathering, analyzing, and synthesizing information from public and proprietary sources. Go beyond simple data retrieval and uncover the critical insights that drive high-value decisions

Information and Research assessment in AdvEngine
Platform capabilities
Information & ResearchFeatures & Capabilities

From broad market analysis to granular company details

Company Intelligence

Access comprehensive company data, including share prices, business descriptions, financial statements, and key metrics, all intelligently organized and easily retrievable

Profiles

Generate detailed full-page or multi-page profiles, or concise strip profiles, by analyzing multiple sources to deliver a clear perspective

Advanced Screening

Deploy intelligent screeners that cross-reference multiple databases and validate information, delivering more accurate results than traditional searches in noisy datasets

Cross-Company Analytics

Ask complex questions across multiple companies simultaneously to analyze strategies, compare operations, and uncover portfolio-wide insights

Company Benchmarking

Compare and rank companies across multiple performance dimensions to identify best-in-class operators and understand relative positioning

M&A and Competitive Intelligence

Analyze potential buyers and identify interloper threats, helping you understand both transaction dynamics and competitive disruption risks

Risk Profile Analysis

Conduct a comprehensive assessment of business, financial, and operational risks through a multi-dimensional risk framework

Pattern Recognition

Compare pitch decks, documents, and presentations across multiple sources to uncover hidden patterns and gain insights

Industry Deep Research

Conduct thorough analysis to understand competitive landscapes, uncover industry trends, and identify market dynamics that drive strategic decisions

Sentiment Analysis

Decode market perception and investor sentiment through sophisticated analysis of communications, transcripts, and market commentary

Real-Time Intelligence

Monitor the latest developments and get high-quality summaries (e.g., earnings calls) with key insights automatically highlighted and contextualized

Custom Research Workflows

Create and execute repeatable, multi-step research processes tailored to specific analytical needs, automating complex research tasks

How it works
From Query To Insight In Minutes WithIntelligent Research Automation
1

Submit Your Query

Type your research question directly or select from our growing library of templates designed for common investment research tasks. Be as specific or broad as you need

2

Intelligent Planning & Gathering

Information & Research Agent develops a research plan to fulfill your request, potentially asking for clarifications (e.g., preferred output format). In the background, the agent searches across public sources, internal databases, and paywalled resources (to which we have access), then gathers and analyzes all relevant information

3

Receive Synthesized Insights

Simple queries return almost immediate answers. More complex research takes longer but delivers comprehensive, structured insights that go beyond raw data to answer your actual questions

4

Iterate & Refine

Ask follow-up questions, request clarifications, or dive deeper into specific aspects. Information & Research Agent maintains context throughout your research session, building on previous queries for comprehensive analysis

Information and Research report in AdvEngine
Use cases
Solving Real Research ChallengesAcross The Investment Industry
Investment Banking / Corporate Development
Prepare pitch decks and transaction marketing materials with less effortOutsource information gathering, analysis, and compilation to AI—producing higher quality materials in less time while freeing analysts for higher value-added work
Master new sectors rapidlyConduct comprehensive industry deep dives to quickly understand market dynamics, key players, and strategic considerations when entering unfamiliar territory
Know your clients inside outReceive synthesized insights that highlight what matters most about your clients' businesses, strategic priorities, and current challenges—ensuring every interaction adds value
Execute routine tasks efficientlyGenerate company profiles, screen databases, identify buyer universes, and benchmark companies—standard operations that consume significant time but can be automated intelligently
Identify high-value targets systematicallyAnalyze industries to identify companies likely to need banking services, understanding their strategic position and potential transaction needs
Investment Funds
Screen opportunities with real intelligenceGo beyond simple traditional database filters to identify opportunities based on complex criteria: cross-check data against other public sources, expert networks, and proprietary databases to build a complete picture of opportunities
Process sell-side materials at scaleRapidly analyze large volumes of reports and pitch decks to extract the most relevant insights, verifying claims, surfacing common themes and key differences, and uncovering unique perspectives that are often hidden within hundreds of pages
Rapidly understand any companyAnalyze a company's profile, recent financials, key developments, and management commentary from earnings calls and presentations—building a clear, up-to-date picture of its business and outlook
Gain deep insight into industry structure and dynamicsSystematically map out industry value chains, identify key players, assess competitive forces, and understand market trends and regulatory factors—enabling you to see the bigger picture and anticipate shifts that impact investment decisions
Streamline post-earnings workflowsAfter results, quickly update models, internal documents, and investment views—understanding not just the numbers but management commentary and industry trends when comparing data from multiple relevant sources
Quickly gather information for decision-making and communicationRetrieve relevant data and analysis for portfolio companies, new opportunities, and fundraising—delivered in the right format for internal documents (e.g., IC memos) and external updates (e.g., LP communications)
Next steps
What's Next ForInformation & Research Agent

We are continuously expanding our capabilities to deliver even deeper insights

Enhanced Pattern Recognition

We're advancing Information & Research Agent's ability to recognize complex patterns and connections across vast document sets, uncovering insights that would be impossible to find manually. This includes identifying subtle market signals, emerging trends, and strategic opportunities hidden in unstructured data

Advanced Screening

Integration with more data sources to power intelligent screeners that identify genuinely relevant opportunities, moving far beyond simple keyword filtering

More Templates

Expanding our library of research templates for common use cases, making professional research faster and more accessible

Automated Workflows

Advanced workflows triggered by market events, earnings releases, or custom conditions to keep you ahead

Agent Integration

Seamless cooperation with our other agents (Financial Modeling, Presentation) for end-to-end investment workflows

Real-Time Monitoring

Continuous monitoring capabilities with intelligent alerts for material changes in your areas of interest

API Access

Programmatic access to Information & Research Agent's capabilities for integration with your existing research and investment systems

FAQ

Find The Answers You Need

Quick answers to the questions that come up most

What data sources does Information & Research Agent access?
Information & Research Agent accesses a comprehensive range of sources including public filings (SEC, regulatory bodies), news outlets, company websites, earnings transcripts, research reports, proprietary and paywalled (to which we have access) databases. We continuously expand our data sources to ensure you have access to the most relevant and timely information. In addition, you can upload your own documents which Information & Research Agent will analyze and incorporate
How fast does Information & Research Agent return results?
Response time varies by query complexity. Simple questions (e.g., current stock price, basic company metrics) return almost instantly. Medium complexity research (e.g., company comparison, earnings summary) takes 30-90 seconds. Complex analysis (e.g., comprehensive industry analysis, multi-company strategic assessment) may take much more time depending on the complexity of the analysis, the number of companies and information sources involved
Can Information & Research Agent analyze my proprietary documents?
Yes! Information & Research Agent can analyze your uploaded documents including internal reports, pitch decks, information memorandums, and proprietary research. It intelligently extracts information, identifies patterns, and can compare your documents with public information to provide unique insights. All uploaded data is processed securely and remains confidential
How accurate and reliable is the information?
Information & Research Agent aims to maximize accuracy by cross-referencing multiple sources and citing the information it uses. When data conflicts appear across sources, it surfaces these discrepancies and indicates the source and confidence level where possible. AI systems can't offer absolute guarantees, so we recommend users verify critical data points for investment decisions — though Information & Research Agent significantly reduces the research burden
What makes Information & Research Agent different from standard search tools?
Unlike simple search engines, Information & Research Agent understands context and investment-specific needs. It doesn't just find information - it analyzes, synthesizes, and presents insights tailored to your query. Information & Research Agent can handle complex, multi-part questions, maintain context across queries, and provide analysis that considers multiple factors simultaneously. It's like having a team of analysts working on your research request
Can Information & Research Agent help with real-time market monitoring?
Currently, Information & Research Agent excels at on-demand research and analysis. We're developing continuous monitoring capabilities that will alert you to significant changes in companies, sectors, or topics you're tracking. Soon, you'll be able to set up custom workflows that trigger when specific events occur, ensuring you never miss critical developments affecting your investments

Questions Or Ready To Get Started?

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