Confidential AI Agents for Finance Professionals

Lampi AI

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Website
Last Updated:
2025/11/17
Description:
Lampi AI provides AI agents for finance professionals, transforming complex financial workflows into structured, high-quality analysis in minutes. Ideal for M&A, investment banking, private equity, and legal sectors.
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financial analysis
AI agents
investment banking
due diligence
M&A

Overview of Lampi AI

Lampi AI: Confidential AI Agents for Finance Professionals

Lampi AI offers confidential AI agents tailored for finance professionals, designed to replicate and orchestrate complex financial workflows. This innovative platform delivers structured, high-quality analysis in minutes, significantly reducing the time typically required for such tasks.

What is Lampi AI?

Lampi AI provides AI agents specifically built for M&A analysts, investment bankers, private equity professionals, and lawyers. These agents are designed to handle tasks end-to-end across an organization, providing custom solutions that streamline financial analysis processes.

How does Lampi AI work?

Lampi AI combines transparent citations, secure multi-model intelligence, and advanced multimodal processing to deliver trustworthy results at scale. Here’s a breakdown of its key capabilities:

  • Extracting and Analyzing Insights: Lampi AI can extract, review, and analyze insights from hundreds of documents or across the web, consolidating them into a structured, collaborative AI Grid.
  • Generating Enterprise-Grade Decks: The platform transforms structured analysis into PowerPoint presentations that match corporate standards and templates, ready for client presentations.
  • Producing Consistent, High-Quality Reports: Lampi AI generates clear, data-backed reports in minutes, refined, formatted, and aligned with a firm's standards of precision.
  • AI Cockpit & Visual Dashboard: Visualize and structure insights consolidated from numerous sources and reasoning processes, with analytics and orchestrated action tools.
  • Unleashing Knowledge with Granularity: Users can securely interact with their firm's intelligence to analyze, interpret, translate, compare, or summarize across files and data sources.

Key Features and Benefits

  • Data Unification: Lampi AI unifies fragmented data sources for continuous, connected insights, breaking down data silos.
  • Collaborative Intelligence: The platform supports human and AI co-creation, enabling fact-checking and refinement of insights.
  • Rapid ROI: Pre-built financial agents and prompt-to-agents deliver measurable value in minutes, ensuring a fast return on investment.
  • Expertise Scaling: Lampi AI replicates the logic of top analysts across an organization, scaling expertise efficiently.
  • Advanced Citation Mechanism: Every AI insight is traceable to the exact data source, ensuring transparency and auditability.
  • Access to Best LLMs: Lampi AI leverages both proprietary models (GPT, Claude, Gemini, Grok) and open-source models (Mistral, DeepSeek Qwen), deployed securely within a private environment.
  • Advanced Processing: The platform processes structured, unstructured, and multimodal documents (tables, charts, PPTs, PDFs, slides, audio) with precision.
  • Multi-Agent Orchestration: Lampi AI coordinates specialized AI agents working in parallel, from data collection to final reporting, with full visibility and control.

Use Cases

Lampi AI offers a wide array of use cases across different financial sectors:

  • Private Equity: Deal screening, investment memo generation, financial model data analysis, and LP reporting.
  • Investment Banking: Market and sector research, target and buyer mapping, due diligence, and CIM and teaser creation.
  • M&A Advisory: Target identification and scoring, competitive landscape analysis, integration roadmap development, and board and IC slide creation.
  • Legal: Contract clause analysis, compliance report generation, due diligence Q&A, and risk and obligation assessment.
  • Strategy & Consulting: Competitive benchmarking, expert interview synthesis, transformation plan creation, and industry trend tracking.
  • Asset Management: Lease terms analysis, ESG and compliance monitoring, market comparables analysis, and investor and client reporting.

Why Choose Lampi AI?

  • Enhanced Security: Designed to handle sensitive data with private deployments available (VPC and on-premises) and flexible LLM selection.
  • Enterprise-Grade Security: Features include end-to-end encryption, zero data retention, Single Sign-On (SSO), and role-based access.
  • No Model Training on User Data: Ensures that user data is never used to train models, maintaining confidentiality.

Add-on: AI Meeting Assistant

Lampi AI also offers an AI meeting assistant that provides transcripts and AI-generated summaries, helping users organize and analyze meeting insights efficiently.

Trust and Performance

Lampi AI combines transparent citations, secure multi-model intelligence, and advanced multimodal processing to deliver results you can trust at scale. The platform's advanced citation mechanism ensures that every AI insight is traceable to its data source, enhancing transparency and auditability.

Success Stories

Testimonials from industry leaders highlight Lampi AI's impact:

  • Pierre S., Director - Consulting Strat: Lampi automated the extraction and analysis of 200 reports, each over 400-600 pages, with more than 600 precise data points to capture, structuring the results in its AI grid.
  • Estelle A., Analyst - Private Equity: Co-built with Lampi, an AI agent consistently analyzes over 1,200 data points and delivers an 80–100+ page structured IC memo in just hours instead of days.
  • Victor C., Analyst, Growth Equity: Lampi allows screening hundreds of potential targets in minutes, highlighting key metrics for immediate attention.
  • François R., Senior Analyst - Private Equity: Built dedicated due diligence agents that run first-level checks across financial, legal, and ESG information, flagging risks immediately.
  • Tom B., M&A Lawyer - Law Firm: Lampi analyzes and summarizes hundreds of agreements and reports in a click, delivering essentials in 30 minutes instead of days.

Who is Lampi AI for?

Lampi AI is designed for finance professionals, including:

  • M&A analysts
  • Investment bankers
  • Private equity professionals
  • Lawyers
  • Strategy and consulting firms
  • Asset managers

Conclusion

Lampi AI empowers finance professionals with AI agents that streamline complex financial workflows, enhance data analysis, and provide actionable insights in minutes. Its robust security features, advanced processing capabilities, and positive user testimonials make it a valuable tool for anyone looking to leverage AI in the financial sector. By unifying data, scaling expertise, and delivering rapid ROI, Lampi AI transforms how finance professionals work.

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