Real systems.
Real results.

The business was managing sales, expenses, purchases, inventory, and profit tracking across disconnected spreadsheets. There was no real-time view of profitability, manual data entry consumed hours each week, and reconciling cash across accounts was error-prone.

An integrated accounting and operations platform with AI-assisted transaction classification, accurate profit calculation across complex inventory scenarios, multi-account cash tracking, and automated monthly reporting. A natural-language assistant lets the team query their own financial data instantly.

The manufacturer held extensive internal technical documentation but had no fast way to search or query it. Strict data-sensitivity requirements meant any cloud-based AI solution was off the table — information could not leave their premises under any circumstances.

A fully offline retrieval-augmented generation (RAG) system running entirely on the client's own secure server hardware. Staff can ask questions in plain language and get accurate answers drawn directly from internal documentation — with no data ever leaving the building.

US Congress members publicly disclose their stock trades, but turning those disclosures into an automatically managed portfolio means solving the full chain: ingesting filings, ranking performance, executing trades, managing risk, and running it all reliably without a human in the loop. We built this platform to prove our team ships complete autonomous systems — not prototypes.

A cloud-hosted agent that ranks active Congress members by the historical performance of their disclosed trades, locks onto the top performer, and mirrors their portfolio into a brokerage account. At every US market open it processes newly filed disclosures, places the corresponding buy and sell orders, and emails a daily summary — fully autonomously. Built-in risk controls include position sizing, position caps, and an automatic kill switch that liquidates everything if daily losses cross a set threshold. A password-protected dashboard gives full control; a public, read-only showcase displays the live portfolio and returns.

Honest scope: the platform currently trades a simulated account with real market prices and no real money. Congressional disclosures are filed with delays of up to 45 days, so mirrored results are a delayed approximation — this is a demonstration of engineering capability, not investment advice or a money-management service.