At Fundamental Research Labs, we envision a future where autonomous, collaborative, and socially intelligent digital humans transform the way people work and interact. Our mission is to forge new pathways in artificial intelligence, creating agents capable of profound collaboration and understanding across diverse real-world domains.
We are committed to pioneering multi-agent systems that imbue AI with emotional intelligence, contextual reasoning, and adaptability, driving the evolution toward general AI agents that seamlessly integrate into human workflows. By blending fundamental research with practical product innovation, we are building the foundational technologies for universally capable AI collaborators.
Through our groundbreaking work in digital humans and AI assistants, we aim to reshape productivity, finance, and beyond — crafting a future where AI enhances every aspect of human potential and decision-making with precision, transparency, and trust.
Our Review
We've been tracking Fundamental Research Labs since their rebrand from Altera, and honestly, they're one of the most intriguing AI companies we've come across lately. Their mission to build "digital humans" sounds like sci-fi, but what caught our attention is how they're actually shipping real products while pursuing this moonshot goal.
Two Products, One Vision
What's clever about Fundamental Research Labs is their dual approach. They're not just burning through $40M in funding on research papers. Instead, they've launched two very different products that serve as testing grounds for their broader AI agent vision.
Shortcut, their AI-powered Excel agent, is already being used by thousands of paying customers at top finance companies. We tested it ourselves, and it genuinely feels like having a junior analyst who never gets tired of building financial models. The fact that it preserves macros and keyboard shortcuts shows they understand how finance professionals actually work.
Then there's Fairies, their general-purpose AI assistant. It's more experimental but serves as their playground for testing multi-agent systems and social intelligence features.
The Research Pedigree That Actually Matters
Here's what impressed us most: when other companies were hitting 4% on the SWE-bench coding benchmark, Fundamental Research Labs was achieving 13%. That's not just incremental improvement—that's a fundamental difference in approach.
The founding team brings serious credentials too. Dr. Robert Yang (MIT faculty) and Nico Christie have this unusual combination of academic rigor and practical business sense. They've managed to attract funding from Prosus Ventures and Andreessen Horowitz, plus backing from Stripe's CEO Patrick Collison.
Why We're Optimistic
Most AI companies either chase the latest trend or get lost in theoretical research. Fundamental Research Labs feels different because they're building a revenue-generating business while pursuing genuinely ambitious research goals.
Their SOC 2 Type I certification for Shortcut shows they're serious about enterprise adoption. The fact that they're already profitable on at least one product line gives them breathing room to pursue their longer-term vision without constantly scrambling for the next funding round.
We're particularly excited to see how their "digital humans" concept evolves. If they can crack the code on truly collaborative AI agents, they won't just have built a successful company—they'll have changed how we work with AI entirely.
Features
AI-powered Excel agent acting as a junior analyst for finance professionals
Builds and edits Excel files
Answers complex spreadsheet questions
Creates financial models
Runs parallel simulations
Provides formula-driven, dynamically updating outputs
General-purpose AI assistant for task automation, chat, app connection, workflow execution, and scheduling
Enterprise-grade security with SOC 2 Type I certification (Type II in progress)
FAQs
Ploy was founded in 2024.
We're an applied research company building autonomous, collaborative, and socially intelligent agents. Our latest product is shortcut.ai, the first superhuman AI Excel agent. Our small team includes computational neuroscientists, AI researchers, engineers, and builders from MIT EECS, Stanford NLP Group, Google X, Citadel, and beyond. Interested in joining us? Check out our opportunities here: https://fundamentalresearchlabs.com/open-roles
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