Aidyia
Fully autonomous AGI-driven quantitative investment management.
Lettuce represents the next generation of autonomous financial management, specifically architected for the burgeoning solopreneur and 'company of one' economy of 2026. Built on a proprietary financial LLM framework, Lettuce moves beyond simple categorization to provide proactive tax strategy and real-time business optimization. The platform technical architecture integrates directly with banking cores via Plaid and Mercury, utilizing deep learning models to identify tax-deductible expenses with 99.2% accuracy—surpassing traditional human bookkeeping. By 2026, its market position has solidified as the 'Autonomous CFO,' capable of not only tracking expenses but also calculating real-time tax liabilities and automatically managing payroll for S-Corp owners. It leverages a 'Tax-Loss Harvesting' algorithm for small business assets and provides predictive cash-flow modeling based on historical revenue patterns. Unlike legacy software like QuickBooks, Lettuce is mobile-first and design-driven, focusing on reducing the administrative 'tax' on human creativity. The platform is designed to handle the complexities of multi-entity management, fractional income streams, and automated K-1 generation, making it an essential node in the modern AI-driven professional stack.
Uses NLP to analyze transaction descriptions against IRS tax code databases to automatically flag potential deductions.
Fully autonomous AGI-driven quantitative investment management.
The AI-powered quant trading platform for automated portfolio management without code.
Institutional-grade predictive analytics and hyper-personalized portfolio optimization.
Open-Source Financial Large Language Models for Data-Centric Finance
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Monte Carlo simulations applied to current revenue trends to predict year-end tax liability.
Algorithmic determination of 'Reasonable Compensation' to maximize self-employment tax savings.
Computer vision (OCR) matches physical receipts to digital bank statements in real-time.
Aggregates financial ratios to provide a real-time 'health score' for the business.
API hook into Gusto/Rippling to adjust payroll based on real-time profit fluctuations.
Consolidates income from Stripe, PayPal, Upwork, and direct bank transfers into a unified view.
Complexities of payroll and tax filings for new S-Corp owners.
Registry Updated:2/7/2026
Managing high volumes of small transactions and platform fees.
The annual rush to gather documents and calculate totals.