INVESTMENT BANKING

AI agents for
Investment Banking

Accelerate Every Deal. Elevate Every Client Experience. Lampi AI helps investment banks to outperform the market by orchestrating complex workflows, amplifying insight, and ensuring secure, compliant handling of sensitive data—at scale.

Why Lampi AI for Investment Banks

Rapid, Accurate Deal Sourcing

Instantly map markets, screen targets, and surface new opportunities using AI agents that process millions of data points in minutes—from regulatory filings to proprietary databases and online signals.

Smarter, Faster Client Pitches and Execution

Build board-ready pitchbooks, market maps, and benchmarking analyses in minutes. AI-generated content aligns with your templates and leverages your firm's best thinking, ensuring consistency and quality.

Automated Due Diligence and Compliance

Extract, structure, and cross-reference data from hundreds of documents. Identify risks, spot anomalies, and automate compliance checks—reducing manual work and improving accuracy.

AI-Driven Buyer and Target Mapping

On both the buy- and sell-side, Lampi AI helps uncover hidden targets and potential buyers through deep analysis of the latest market intelligence and proprietary signals.

Advanced Productivity for Analyst Teams

Automate research, reporting, and repetitive workflows. Free up analysts to focus on modeling, strategy, and client service—making your team up to 5× more effective.

Confidentiality and Compliance by Design

All analysis is performed within your secure environment—no data ever used for model training, with full auditability, access controls, and encryption.

High-Impact AI Use Cases for Investment Banking

Process/Workflow
AI-Powered Use Case
Value Delivered
Deal Sourcing & Market Research

Automated identification of acquisition targets, market landscape mapping, trend detection

10× faster origination, uncover off-market opportunities, stay ahead of market shifts

Buy-Side Advisory

Dynamic, attribute-based target filtering, precision buyer outreach

Greater accuracy in target lists, improved mandate win rates

Sell-Side Advisory

Global buyer discovery, automated match by deal history and fit

10× broader buyer universe, data-driven outreach personalization

Client Pitches & Execution

Instant pitchbook generation, benchmarking and market comps

5× faster pitch cycles, consistent, tailored client materials

Due Diligence Automation

Extract and analyze data from CIMs and financials, red flag identification

70% reduction in manual review, deeper, more reliable diligence

Risk & Compliance

Automated regulatory report drafting, stress testing simulations, compliance alerting

Reduce compliance workload, early risk detection, support for audit/regulatory requests

Portfolio Monitoring

KPI tracking and real-time analytics, automated reporting

Proactive value creation, early outlier detection

Relationship Management

Personalized content for clients, sentiment and market analysis

Stronger relationships, more relevant insights and recommendations

Ready to Lead the Next Generation of Banking?

See how Lampi AI can accelerate your deals and elevate client experiences.