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Inside the investment mind
Follow a private-equity partner’s acquisition thesis as it branches into questions about customers, cash, and people. Change the evidence and see how the judgment changes.
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Our most popular guides and white papers
OloLand Overview - May 2026
The promise, the pain, the three benefits that close, and the moat in three pages. The current customer + partner overview.
The AI Rollup Playbook
The complete guide to using AI for PE roll-up acquisition strategies. 20 pages of tactics, benchmarks, and case studies.
The Complete Guide to AI-Powered Due Diligence
Learn how leading PE firms are using AI to analyze deals 10x faster while reducing risk.
Risk Quantification in M&A: From Qualitative to Dollar Values
How to transform vague risk descriptions into actionable dollar-value impact estimates.
Latest Insights
The AI Rollup Playbook: Why PE Firms Are Rethinking Due Diligence
How leading PE firms are using AI to evaluate 10 roll-up targets in the time it used to take for one.
PE Democratized: How Boutique Firms Compete with Mega-Funds
AI gives smaller PE firms the same diligence capabilities as billion-dollar shops.
From 60 Hours to 3: The Speed Revolution in M&A Diligence
Real benchmarks from firms that switched to AI-powered deal evaluation.
Beyond Consultants: The 10x Cost Reduction in Deal Diligence
Total cost of ownership analysis comparing traditional consulting vs AI-powered platforms.
The Rise of Vibe Modeling in Private Equity
How autonomous AI analysis is changing the way PE firms evaluate deals and make investment decisions.
5 Risk Patterns AI Catches That Humans Miss
Real examples of material risks discovered by AI in data rooms that experienced analysts overlooked.
Building an LBO Model in 2 Minutes with Natural Language
A step-by-step walkthrough of using ololand to generate institutional-grade LBO models from simple prompts.
SEC EDGAR Integration: Why It Matters for DCF Accuracy
How automatic validation against SEC filings ensures your financial assumptions are grounded in reality.
The Economics of AI in M&A: ROI Analysis
Breaking down the cost savings and efficiency gains from implementing AI-powered due diligence.
From Data Room to Investment Memo in 30 Minutes
A case study of how one PE firm transformed their deal screening process with ololand.
Deep Dives
Technical documentation and research papers
OloLand Overview - May 2026
The current overview: the underwriter promise, the pain in customers' words, the three benefits that close, the Cowork plugins, the moat, and pricing.
The AI Rollup Playbook
Complete guide to AI-powered PE roll-up strategies: multi-target evaluation, standardized scoring, and integration planning.
The State of AI in M&A 2026
Comprehensive analysis of AI adoption trends, use cases, and ROI across the M&A industry.
Risk Detection Methodology
Technical documentation of our risk detection algorithms and validation methodology.
DCF Validation Framework
How we validate DCF assumptions against SEC EDGAR data to achieve institutional-grade accuracy.
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