Data AI Systems
Bringing AI to where data lives.
Cloud migrations, modern data platforms on Databricks and Snowflake, multi-cloud on Azure, GCP and AWS, agentic AI and BI — and the maintenance and support to keep it running. And a working example of our own: a live options auto-trader that ranks spreads by expected value, gates entries on news and the tape, manages every exit, and answers questions about its own book through an AI agent.
The FinAI Options Auto-Trader
We don't just advise — we build. Our flagship product is an autonomous quantitative trading system that continuously ingests real-time market data to discover optimal spreads, running on the same agentic AI stack we deliver to clients. It is a live example of the end-to-end system: data feeds, models, agents and controls, in production every trading day.
Two books run on their own every trading day: a same-day book that rotates single-name debit spreads from the open, and a weekly book that buys into Friday. Every candidate has to clear the same chain before an order goes out, and every open position is managed by an exit ladder that books profit and cuts loss without a hand on it.
- Mathematical optimization. Ranks multi-leg options spreads by expected value — every strike pair priced by Pwin against the win rate the market demands; only positive edge is considered.
- Intelligent execution. Gates entries on live financial news sentiment and tape momentum: an objective macro read, a per-name news grade from sixteen wires and filings, and price against VWAP, volume and the option chain.
- Exits that scale. Mathematically manages every exit — stops, stalls and targets tuned on two hundred settled trades for same-day spreads, and a ladder that tightens by sessions left for weeklies.
- Agentic context bridge. An integrated conversational AI agent answers complex questions directly about its own trading book — a guarded read-only SQL agent on the live database that shows its query.
Trading desk and AI lab require a registered account. Options trading carries risk of loss; this is our own system, not advice.
Core Consulting Expertise
From the first migration to the agent that runs on top of it — and the support after go-live.
Cloud Migrations
Seamless transitions from on-premise infrastructure to high-performance cloud environments — planned cutovers, validated data, no surprises.
Modern Data Platforms
Custom big-data architectures engineered natively on Databricks and Snowflake: lakehouse, governance, streaming and batch on one platform.
Multi-Cloud Integration
Production-grade deployments tailored for Azure, GCP and AWS — one architecture, the right cloud for each workload.
Agentic AI Solutions
AI agents that act on your cloud platforms: retrieval over your documents, tool use, guarded SQL against live data, and workflows that run unattended.
BI Solutions
Dashboards and semantic layers people actually use, on top of a warehouse that stays correct as the business changes.
Maintenance & Support
Run what we build, or what you already have: 24/7 on-shore and off-shore support, upgrades, cost control and incident resolution.
Why Data AI Systems
Trusted by enterprises across industries for mission-critical data transformations.
Global Presence
On-shore & off-shore teams across multiple time zones for continuous delivery.
AI Accelerators
Proven templates for RAG, agents and data platforms — the same ones behind our auto-trader — to go from concept to production fast.
ROI Focused
Every engagement is tied to measurable business outcomes and value creation.
AI-First Mindset
We embed AI capabilities into every solution, not as an afterthought.
Technologies We Work With
Leading platforms trusted by the world's top enterprises.
Ready to Transform Your Data?
Schedule a free 30-minute demo and see how we can bring AI to your data infrastructure.