--- title: Resources (5) | Deal Engine description: Resources (5) image: https://dealengine.tech/hubfs/raw_assets/140/public/@projects/dealengine-theme/theme/assets/favicon/social-share.png --- [![logo-blue-black](https://dealengine.tech/hubfs/Website%20%5B2025%5D/Logo/logo-blue-black.svg)](https://dealengine.tech/) - [Product overview](https://dealengine.tech/product) - [For tech leaders](https://dealengine.tech/for-tech-leaders) - [For deal teams](https://dealengine.tech/for-deal-teams) - [Investment Banks](https://dealengine.tech/investment-banks) [Book a demo](https://dealengine.tech/book-a-demo) [![logo-blue-black](https://dealengine.tech/hubfs/Website%20%5B2025%5D/Logo/logo-blue-black.svg)](https://dealengine.tech/) - [Product overview](https://dealengine.tech/product) - [For tech leaders](https://dealengine.tech/for-tech-leaders) - [For deal teams](https://dealengine.tech/for-deal-teams) - [Investment Banks](https://dealengine.tech/investment-banks) [Book a demo](https://dealengine.tech/book-a-demo) ###### Resources # Resources, articles, news and information By clicking Sign Up you're confirming that you agree with our [Terms and Conditions.](https://dealengine.tech/terms-and-conditions) [![LinkedIn](https://dealengine.tech/hubfs/Website%20%5B2025%5D/Global/LinkedIn.svg "LinkedIn")](https://www.linkedin.com/company/filament-ai/) [![How modern data engines are changing the rules of private equity](https://dealengine.tech/hubfs/data%20engines%20are%20changing%20the%20rules%20feature%20graphic%20(1).png)](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) ## [How modern data engines are changing the rules of private equity](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) How modern data engines are changing the rules of private equity Private equity and corporate finance have spent the las... Admin [Read more](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) [View all](https://dealengine.tech/resources) [Blog](https://dealengine.tech/resources/tag/blog) [Guides](https://dealengine.tech/resources/tag/guides) [Press](https://dealengine.tech/resources/tag/press) [![How modern data engines are changing the rules of private equity](https://dealengine.tech/hubfs/data%20engines%20are%20changing%20the%20rules%20feature%20graphic%20(1).png)](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) 19 Dec 2025 ## [How modern data engines are changing the rules of private equity](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) How modern data engines are changing the rules of private equity Private equity and corporate finance have spent the las... Admin [Read more](https://dealengine.tech/resources/how-modern-data-engines-are-changing-the-rules-of-private-equity) [![AI in private equity predictions](https://dealengine.tech/hubfs/From%20experiments%20to%20engines%20Feature%20graphic-1.png)](https://dealengine.tech/resources/ai-in-private-equity-predictions) 16 Dec 2025 ## [AI in private equity predictions](https://dealengine.tech/resources/ai-in-private-equity-predictions) From experiments to engines: predictions for AI in private equity in 2026 Private equity is entering 2026 with AI shifti... Admin [Read more](https://dealengine.tech/resources/ai-in-private-equity-predictions) [![LLM as a data lake for private equity](https://dealengine.tech/hubfs/Case%20against%20LLM%20at%20a%20Data%20Lake%20Feature%20graphic-1.png)](https://dealengine.tech/resources/llm-as-a-data-lake-for-private-equity) 08 Dec 2025 ## [LLM as a data lake for private equity](https://dealengine.tech/resources/llm-as-a-data-lake-for-private-equity) The case against pointing an LLM at a data lake for private equity Across private equity, there’s a growing temptation t... Admin [Read more](https://dealengine.tech/resources/llm-as-a-data-lake-for-private-equity) [![Data architecture as a primary imperative for private equity firms](https://dealengine.tech/hubfs/Data%20architecture%20feature%20image-1.png)](https://dealengine.tech/resources/data-architecture-as-a-primary-imperative-for-private-equity-firms) 27 Nov 2025 ## [Data architecture as a primary imperative for private equity firms](https://dealengine.tech/resources/data-architecture-as-a-primary-imperative-for-private-equity-firms) Data architecture as a primary imperative for private equity firms As firms confront the growing need for connected, sca... Admin [Read more](https://dealengine.tech/resources/data-architecture-as-a-primary-imperative-for-private-equity-firms) [![Upcoming webinar: How modern data engines create true competitive advantage in private equity and M&A](https://dealengine.tech/hubfs/Webinar%20Feature%20image%20(2).png)](https://dealengine.tech/resources/upcoming-webinar-how-modern-data-engines-create-true-competitive-advantage-in-private-finance) 21 Nov 2025 ## [Upcoming webinar: How modern data engines create true competitive advantage in private equity and M&A](https://dealengine.tech/resources/upcoming-webinar-how-modern-data-engines-create-true-competitive-advantage-in-private-finance) Upcoming webinar: How modern data engines create true competitive advantage in private equity and M&A Private equity... Admin [Read more](https://dealengine.tech/resources/upcoming-webinar-how-modern-data-engines-create-true-competitive-advantage-in-private-finance) [![Leading private equity investment firm uses Deal Engine to deliver deal making efficiencies and AI enablement](https://dealengine.tech/hubfs/Case%20Study%20Feature%20image.png)](https://dealengine.tech/resources/leading-private-equity-investment-firm-uses-syfter-to-deliver-deal-making-efficiencies-and-ai-enablement) 20 Nov 2025 ## [Leading private equity investment firm uses Deal Engine to deliver deal making efficiencies and AI enablement](https://dealengine.tech/resources/leading-private-equity-investment-firm-uses-syfter-to-deliver-deal-making-efficiencies-and-ai-enablement) Leading private equity investment firm uses Deal Engine to deliver deal making efficiencies and AI enablement A leading ... Admin [Read more](https://dealengine.tech/resources/leading-private-equity-investment-firm-uses-syfter-to-deliver-deal-making-efficiencies-and-ai-enablement) [![Key use cases for AI engines in private equity from origination to value creation](https://dealengine.tech/hubfs/Use%20cases%20across%20the%20firm%20Feature%20graphic.png)](https://dealengine.tech/resources/key-use-cases-for-ai-engines-in-private-equity-from-origination-to-value-creation) 13 Nov 2025 ## [Key use cases for AI engines in private equity from origination to value creation](https://dealengine.tech/resources/key-use-cases-for-ai-engines-in-private-equity-from-origination-to-value-creation) Key use cases for AI engines in private equity from origination to value creation Private equity firms are moving fast t... Admin [Read more](https://dealengine.tech/resources/key-use-cases-for-ai-engines-in-private-equity-from-origination-to-value-creation) [![WATCH: The next 6 months of AI in private equity](https://dealengine.tech/hubfs/Feature%20Image%20VIDEO%20-%20Getting%20serious%20about%20AI%20in%20private%20equity_%20the%20first%20steps.png)](https://dealengine.tech/resources/watch-the-next-6-months-of-ai-in-private-equity) 11 Nov 2025 ## [WATCH: The next 6 months of AI in private equity](https://dealengine.tech/resources/watch-the-next-6-months-of-ai-in-private-equity) WATCH: The next 6 months of AI in private equity Infrastructure, misconceptions and deal origination AI is transforming ... Admin [Read more](https://dealengine.tech/resources/watch-the-next-6-months-of-ai-in-private-equity) [![Why PE Firms Partner to Build AI-Enabled Data Engines](https://dealengine.tech/hubfs/Why%20PE%20firms%20Partner%20Feature%20graphic.png)](https://dealengine.tech/resources/why-pe-firms-partner-to-build-ai-enabled-data-engines) 06 Nov 2025 ## [Why PE Firms Partner to Build AI-Enabled Data Engines](https://dealengine.tech/resources/why-pe-firms-partner-to-build-ai-enabled-data-engines) Why PE Firms Partner to Build AI-Enabled Data Engines Private equity is entering the next phase of its AI journey, one d... Admin [Read more](https://dealengine.tech/resources/why-pe-firms-partner-to-build-ai-enabled-data-engines) [![AI in private equity: the state of the race to scalability](https://dealengine.tech/hubfs/AI%20in%20private%20equity%20the%20state%20of%20the%20race%20to%20scalability%20blog%20feature.png)](https://dealengine.tech/resources/ai-in-private-equity-the-state-of-the-race-to-scalability) 30 Oct 2025 ## [AI in private equity: the state of the race to scalability](https://dealengine.tech/resources/ai-in-private-equity-the-state-of-the-race-to-scalability) AI in private equity: the state of the race to scalability Featured in Deal Engine’s latest guide ‘Why every private equ... Admin [Read more](https://dealengine.tech/resources/ai-in-private-equity-the-state-of-the-race-to-scalability) [![New guide: Why every private equity firm needs a data engine – and how to build it](https://dealengine.tech/hubfs/Guide%20Launch%20feature%20image%20graphic.png)](https://dealengine.tech/resources/new-guide-why-every-private-equity-firm-needs-a-data-engine-and-how-to-build-it) 23 Oct 2025 ## [New guide: Why every private equity firm needs a data engine – and how to build it](https://dealengine.tech/resources/new-guide-why-every-private-equity-firm-needs-a-data-engine-and-how-to-build-it) New guide: Why every private equity firm needs a data engine – and how to build it Private equity is standing on the edg... Admin [Read more](https://dealengine.tech/resources/new-guide-why-every-private-equity-firm-needs-a-data-engine-and-how-to-build-it) [![From data to deal advantage: Maturing the PE tech stack to include a deal engine](https://dealengine.tech/hubfs/Deal%20Enginge%20Feature%20graphic.png)](https://dealengine.tech/resources/from-data-to-deal-advantage-maturing-the-pe-tech-stack-to-include-a-deal-engine) 16 Oct 2025 ## [From data to deal advantage: Maturing the PE tech stack to include a deal engine](https://dealengine.tech/resources/from-data-to-deal-advantage-maturing-the-pe-tech-stack-to-include-a-deal-engine) From data to deal advantage: Maturing the PE tech stack to include a PE data engine For decades, private equity deal sou... 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