Crafting intelligent systems. T1V is a technical product studio for private equity, family offices and quantitative trading. We design, build and ship AI products, from architecture to production.

Previously shipped AI products for seven private equity portfolio companies, and built the betting models for one of the world's top five professional sports bettors.

Private Equity

AI Product Architecture

AI products designed around a portfolio company's systems and data.

Agentic Workflows

Multi-agent systems that take over repetitive operations.

Value Creation

AI features that move revenue and margin.

Family Offices

AI Transformation

Automating the reporting, research and admin behind the office.

Investment Analysis

Due diligence tools and LP reporting systems.

Private Infrastructure

Systems that keep sensitive data in-house.

Quantitative

Predictive Modelling

Pricing and forecasting models for sports and markets.

Data Pipelines

Real-time ingestion of odds, prices and signals.

Automated Execution

Systems that act on the model in milliseconds.

Approach

Every engagement is led personally by David Gelberg. We embed with your team, work in your systems and stay until it runs in production. Specialist engineers join when the work calls for it.

Deep expertise in Rust, Python, TypeScript and modern AI frameworks.

Connect

Available for a small number of engagements each year. Reach us at david@t1v.co.