Accelerate Due Diligence, Unlock Value Creation with Lampi AI
Manual due diligence is slow, error-prone, and costly. Lampi AI transforms this process, reviewing thousands of documents in hours, surfacing hidden risks, and enabling teams to make decisions with confidence.
High-quality due diligence directly contributes to value creation. Yet, despite this consensus, more than 80% of finance leaders believe their firm’s approach has substantial room for improvement.
Analysts and legal associates spend weeks combing through documents. Not only because the work is difficult — but because it’s manual. Fact sheets are built by hand. KPIs are re-keyed into spreadsheets late into the night. Clauses are buried three layers deep in PDFs. By the time red flags surface—missing IP rights, overstated revenue, restrictive lease terms — the clock has run down, timelines are tight, and confidence is shaky. No wonder nearly 40% of M&A transactions take longer to close than expected.
For private equity funds, this inefficiency is even more pressing: teams must allocate huge amounts of time and resources to diligence before they can deploy their record levels of dry powder.
What’s needed is a shift from “checking the box” to creating value”.
Fortunately, technology is reshaping diligence and Artificial intelligence (AI) is already transforming how deals are analyzed, risks detected, and insights surfaced.
The Rise of AI in Due Diligence
Industry research suggests 30% of diligence tasks can be fully automated and another 20% augmented by generative AI.
This is not surprising when we know that AI may reduce due diligence document review time by up to 70% on average while uncovering critical provisions across thousands of documents in minutes. In real-world cases, 10,000‐contract data rooms that historically took months to comb through have been analyzed in days.
By accelerating document review and data processing, Generative AI not only makes diligence faster but also more comprehensive, allowing teams to move beyond manual tasks and focus on higher-value, strategic analysis. For M&A and Private Equity teams, this shift means deeper insights, stronger risk detection, and ultimately more value creation by enabling them to see more deals, focus on the right ones, allocate time more effectively, and engage experts only when needed.
While AI can accelerate diligence in theory, implementing it effectively requires a system designed for real-world deal complexity. That’s where Lampi AI comes in.
Lampi AI: Turning Diligence from Bottleneck to Advantage
Lampi AI is built for deal execution and can automate and accelerate your due diligence tasks through its AI Grid Agent — a powerful multi-agent orchestration system — transforming unstructured diligence material into structured, evidence-backed outputs, making analysis faster and more consistent.
AI agents can gather and interpret thousands of complex documents, including with graphics, charts and tables from financial documents and company reports with state-of-the-art accuracy and an infinite context window, which overcomes one of the main limitations of Retrieval-Augmented Generation (RAG) systems (i.e. to answer nuanced questions whose answers are not explicitly mentioned in the documents, but rather require reasoning and analysis of the document).
At the core of AI Grid Agent is the grid: a structured table where each column captures a specific diligence field — financial KPIs, legal clauses, operational risks, ESG factors, or custom metrics.
Bulk upload all your files from your virtual data room (Intralinks, Dealroom, or any server-based data room) and process them with a truly high-quality AI.
For each task, Lampi’s AI automatically extracts and analyzes data from all the documents, the web or other sources (including third-party such as S&P Capital IQ, Dealroom, etc.) — powered by an advanced and proprietary citation mechanism that allows to easily fact-check every answer.
Lampi AI assigns each due diligence step to a dedicated agent. This mirrors the way a human analyst works. For example, when reviewing financials, an associate might: first, extract KPIs from income statements and balance sheets, then, compare results against historical trends or peer benchmarks, finally, assess risks by tying those figures to covenants, customer concentration, or expense anomalies.
The difference is that this multi-agent system does all of these steps at scale, across thousands of documents simultaneously, using all insights from different steps in a global workflow that delivers structured outputs.
How Lampi enhances your Due Diligence Process
With its multi-agent architecture, Lampi AI doesn’t just process documents—it actively enhances decision-making at every step.
Here’s how it elevates the due diligence workflow.
• Automated intelligence gathering
Instead of manual collection, Lampi captures both public and private information at scale — from financial records and contracts to filings, regulatory data, and management reports to public information or third-party data (S&P Capital IQ, DealRoom, FactSet, etc.).
• Advanced, multi-layered analysis
Our Grid Agents run deep reasoning across any type of data. They don’t just extract text or numbers, but highlight anomalies, correlations, and blind spots that might otherwise remain hidden.
• Customizable, decision-ready reports
Lampi can generate structured reports that can be tailored to the requirements of investment committees, legal counsel, or operational leaders—with every conclusion backed by citations to the source documents.
• Proactive risk detection
Instead of discovering issues late, Lampi flags red flags early — from aggressive accounting policies to risky contractual clauses or operational weaknesses. This helps teams address risks before they escalate into deal-breakers.
• Real-time insights and monitoring
By tracking filings, sentiment, and regulatory changes, keep assumptions current and get an early-warning system for post-deal integration and portfolio management.
• Seamless integration into existing workflows
Through MCPs and connectors, Lampi fits directly into your applications and tools.
Examples of Real-World Applications of Lampi AI
Financial due diligence
- Confirms the existence of liabilities, assets and equity, and determines the financial health of the company.
- Extracts key metrics (EBITDA, revenue by segment, working capital, cash flow drivers) directly from financial statements and management reports for financial models.
- Compares performance against historical trends, budgets, and peer benchmarks to validate growth narratives.
- Flags anomalies such as aggressive revenue recognition, off-balance-sheet liabilities, or unusual expense patterns.
Legal due diligence
- Extracts key clauses—termination, indemnity, exclusivity, change-of-control, MAC.
- Benchmarks against precedent libraries to identify “market” vs. “outlier” terms.
- Flags risky provisions (e.g., auto-renewals, broad indemnities).
- Reviews existing contracts with clients, suppliers, and employees.
- Ensures the company complies with relevant laws, regulations, and industry standards.
Operational due diligence (OpDD)
- Quantifies supplier concentration by cross-referencing procurement records, supplier contracts, and ERP data.
- Assesses the quality of leadership and human capital in the company based on the strength of management’s internal controls.
M&A and deal-sourcing diligence
- Screens pipeline targets using filings, pitch decks, news, and proprietary databases.
- Generates investment memos that summarize upside levers and risks.
- Filters and ranks opportunities using scoring models (growth, margin, activity, etc.).
ESG diligence
- Scores ESG factors by linking policies, remediation obligations, and company reports.
- Checks for any environmental liabilities or issues that could pose risks or require remediation.
Value from Day One
With Lampi, getting started is immediate.
You can run pre-built agents tailored to common diligence tasks for M&A, Private Equity or Legal teams or simply ask the AI in natural language (NLP) what you need—and it will design and execute the workflow for you.
Complex processes that once required weeks of setup are now automated end-to-end in minutes. From parsing contracts to analyzing financials or building red-flag dashboards, Lampi adapts instantly to your deal context.
This allows firms to reduce time-to-value dramatically, moving straight from document upload to actionable insights without the overhead of configuring models or training the system.
Enhanced, Not Replaced
Lampi does not replace the expertise of lawyers, analysts, or dealmakers—it amplifies it.
By automating extraction, cross-checking, and evidence gathering, Lampi clears the path for professionals to focus on what truly matters: interpretation, negotiation, and strategy.
A partner at one client firm summed it up:
This balance between automation and expertise ensures that human judgment remains at the center of every deal, supported by AI that enhances accuracy, speed, and defensibility.
Due diligence should no longer be a defensive exercise of checking boxes and avoiding mistakes. With Lampi, it becomes a proactive lever for value creation—accelerating processes, deepening insights, and ensuring decisions are made with confidence. In turning diligence from a bottleneck into an advantage, Lampi enables dealmakers to unlock more value from every transaction.
Ready to see diligence differently?
Turn your next review into a source of competitive advantage. Contact the Lampi team today for a tailored demo and experience how AI Grid Agents transform diligence into speed, clarity, and value from day one.