PortfolioPilot is an AI‑powered platform that aggregates data from over 12,000 banks and brokerages into a unified net‑worth dashboard for self‑directed investors. It combines macroeconomic forecasts, quantitative portfolio models and machine‑learning to deliver personalized allocation recommendations, continuous tax‑loss harvesting, risk alerts and scenario stress‑testing, all secured with read‑only API access and 256‑bit encryption.
Funding
Funding not disclosed
Founders
Product
Problem
Self-directed investors often manage fragmented accounts across dozens of institutions, face high advisory fees, and lack access to sophisticated, hedge‑fund‑style analytics for portfolio optimization and tax efficiency. This makes it difficult to obtain a unified view of net worth, assess risk, and receive actionable investment guidance without bias or excessive cost.
Solution
PortfolioPilot delivers an AI‑powered financial advisory platform that consolidates data from over 12,000 banks and brokerage connections into a single net‑worth dashboard. Its hybrid recommendation engine combines macroeconomic forecasting, quantitative portfolio modeling, and machine‑learning insights to generate personalized investment suggestions, continuous tax‑loss harvesting, and risk alerts. Users can run forward‑looking scenario simulations—such as tech‑bubble, global‑financial‑crisis, and pandemic stress tests—to evaluate potential outcomes and adjust allocations proactively. The system also computes a portfolio score that quantifies alignment with the investor’s risk tolerance and diversification goals. All recommendations are presented through an intuitive web UI and a natural‑language AI assistant, enabling users to act on insights without human bias. Robust 256‑bit encryption, read‑only credential access via Plaid/SnapTrade/Yodlee, and two‑factor authentication ensure data security and regulatory compliance.
Target Audience
The platform is aimed at self‑directed investors in the United States and Canada who manage multi‑asset portfolios and seek data‑driven, low‑cost advisory tools without relying on traditional wealth managers.
Features
- Unified net‑worth dashboard aggregating unlimited accounts (brokerage, 401(k), IRA, crypto, real estate, private equity, cash, etc.)
- Hybrid recommendation engine that fuses hedge‑fund‑inspired quantitative models, ensemble macro forecasts, and ML‑driven asset‑allocation analytics
- Continuous tax‑optimization with automated tax‑loss harvesting, hidden‑fee detection, and tax‑impact projections
- Scenario modeling and stress‑testing across predefined economic shocks (dot‑com bubble, GFC, COVID‑19) plus custom future simulations
- Portfolio scoring system that evaluates risk‑adjusted returns, concentration risk, and downside protection
- AI assistant powered by large‑language models for natural‑language queries, investment research, and action triggers
- Bank‑level security: 256‑bit encryption, read‑only API access, two‑factor authentication, and no storage of banking credentials
- API integrations with Plaid, SnapTrade, and Yodlee for secure, one‑click account linking