AI-Powered Financial Modeling Works Now
AI has completely changed the way software is written, but in most other domains, the promise of AI has exceeded the realized productivity gains, at least so far. When it comes to financial modelingNote that in this piece we're talking about corporate finance models, the kind typically created by investment bankers, private equity firms, and other finance professionals., we and others have been working hard to change that. Some meaningful steps forward have been made by bringing AI into Excel via plug-ins and improvements to the LLMs that power them, but I don't think you'll find many people who build models for a living argue that these plug-ins have significantly changed how they do their work yet.
- ▪AI has completely changed the way software is written, but in most other domains, the promise of AI has exceeded the realized productivity gains, at least so far.
- ▪When it comes to financial modelingNote that in this piece we're talking about corporate finance models, the kind typically created by investment bankers, private equity firms, and other finance professionals., we and others have been worki
- ▪Some meaningful steps forward have been made by bringing AI into Excel via plug-ins and improvements to the LLMs that power them, but I don't think you'll find many people who build models for a living argue that these plug-ins have signifi
Hacker News (AI / LLM) files mainly under ai. We currently carry 6,904 of its stories.
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Story provenance
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Record
| Original publisher | Modeloptic |
| Canonical URL | https://www.modeloptic.com/blog/ai-financial-modeling-works-now |
| Publication time | Tue, 29 Sep 2026 19:13:26 +0000 |
| Retrieval time | 2026-09-29T19:22:31.636Z |
| Last seen | 2026-09-29T19:22:31.636Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | bLdK9rK5qhxS · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
AI has completely changed the way software is written, but in most other domains, the promise of AI has exceeded the realized productivity gains, at least so far. When it comes to financial modelingNote that in this piece we're talking about corporate finance models, the kind typically created by investment bankers, private equity firms, and other finance professionals., we and others have been working hard to change that. Some meaningful steps forward have been made by bringing AI into Excel via plug-ins and improvements to the LLMs that power them, but I don't think you'll find many people who build models for a living argue that these plug-ins have significantly changed how they do their work yet. Now though, AI-powered financial modeling finally works using Modeloptic.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Modeloptic.
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