# Resources, articles, news and information ## [Investment banking: The buyer list is where deals are won and lost](https://dealengine.tech/resources/investment-banking-the-buyer-list-is-where-deals-are-won-and-lost) Investment banks are rigorous by nature. They run structured processes, manage complex stakeholder dynamics and bring de... Jo Goodwin [Read more](https://dealengine.tech/resources/investment-banking-the-buyer-list-is-where-deals-are-won-and-lost) ## [Investment banks are changing how they source](https://dealengine.tech/resources/investment-banks-are-changing-how-they-source) By Alex Bajdechi, VP of Global Sales, Deal Engine Alex Bajdechi [Read more](https://dealengine.tech/resources/investment-banks-are-changing-how-they-source) ## [Leading healthcare investor chooses deal engine to power data and AI strategy](https://dealengine.tech/resources/leading-healthcare-investor-chooses-deal-engine-to-power-data-and-ai-strategy) LONDON, UK, April 2026: Deal Engine (formerly Filament Syfter), the category-defining dealmaking data engine for private... Admin [Read more](https://dealengine.tech/resources/leading-healthcare-investor-chooses-deal-engine-to-power-data-and-ai-strategy) ## [Why using Claude alone doesn’t scale in private markets](https://dealengine.tech/resources/why-using-claude-alone-doesnt-scale-in-private-markets) Claude and other frontier LLMs have fundamentally changed how work gets done in private markets. For the first time, dea... Admin [Read more](https://dealengine.tech/resources/why-using-claude-alone-doesnt-scale-in-private-markets) ## [Why AI success in private equity has nothing to do with the model](https://dealengine.tech/resources/why-ai-success-in-private-equity-has-nothing-to-do-with-the-model) There’s no shortage of conversation around AI in private equity right now. New tools, new models, new use cases. But mos... Admin [Read more](https://dealengine.tech/resources/why-ai-success-in-private-equity-has-nothing-to-do-with-the-model) ## [3 reasons why AI stalls in private equity](https://dealengine.tech/resources/3-reasons-ai-stalls-in-private-equity) Firms are investing in AI and running pilots. But meaningful change has been slow to follow. This post is a companion pi... Jo Goodwin [Read more](https://dealengine.tech/resources/3-reasons-ai-stalls-in-private-equity) ## [Claude, context and control: how private markets firms actually scale AI](https://dealengine.tech/resources/claude-context-and-control-how-private-markets-firms-actually-scale-ai) Claude is changing how work gets done Since Anthropic’s February 24 release, we’ve had a growing number of conversations... Josh Berman [Read more](https://dealengine.tech/resources/claude-context-and-control-how-private-markets-firms-actually-scale-ai) ## [New guide: Why every private equity firm needs a proprietary market data engine](https://dealengine.tech/resources/new-guide-why-every-private-equity-firm-needs-a-proprietary-market-data-engine) Originally published in October 2025, this updated March 2026 edition reflects the market’s shift from AI experimentatio... Jo Goodwin [Read more](https://dealengine.tech/resources/new-guide-why-every-private-equity-firm-needs-a-proprietary-market-data-engine) ## [What data infrastructure really means in PE](https://dealengine.tech/resources/what-data-infrastructure-really-means-in-pe) By Alex Bajdechi, VP of Sales, Deal Engine As private equity firms progress through 2026 and looking beyond, “data infra... Alex Bajdechi [Read more](https://dealengine.tech/resources/what-data-infrastructure-really-means-in-pe) ## [Intapp Amplify 2026: the new dealmaker's edge](https://dealengine.tech/resources/intapp-amplify-2026-the-new-dealmakers-edge) What private markets leaders are learning about AI, data, and the next phase of dealmaking Deal Engine was proud to spon... Jo Goodwin [Read more](https://dealengine.tech/resources/intapp-amplify-2026-the-new-dealmakers-edge) ## [How GPs can future-proof their AI roadmap](https://dealengine.tech/resources/how-gps-can-future-proof-their-ai-roadmap) As Frontier AI accelerates, contextual infrastructure is becoming the defining competitive layer Produced in association... Jo Goodwin [Read more](https://dealengine.tech/resources/how-gps-can-future-proof-their-ai-roadmap) ## [What mid market private equity leaders are getting right about AI](https://dealengine.tech/resources/what-mid-market-private-equity-leaders-are-getting-right-about-ai) WATCH: From AI experimentation to institutional advantage in mid-market private equity Artificial intelligence is no lon... Jo Goodwin [Read more](https://dealengine.tech/resources/what-mid-market-private-equity-leaders-are-getting-right-about-ai)