Building a company is hard.

Half Labs carries product, design, engineering, AI, data, and technical delivery so founders can stay close to problem.

Founder stays close to problem.

Hiring specialists, coordinating disciplines, and carrying delivery create noise around company. Studio removes that noise while founder holds customer, direction, and conviction.

Product Engineering & Design

Turn founder direction into products people can understand, use, and rely on.

Mobile and web apps
UI/UX design
Backend and infrastructure

Machine Learning & AI Systems

Build AI around operating data, measurable quality, and clear review paths.

Predictive systems
Computer vision
AI agents and automation

Data Engineering & Analytics

Create data foundations needed for reliable products, operations, and decisions.

Data pipelines
System integrations
Analytics and reporting

Strategy & Advisory

Keep technical decisions connected to company direction, delivery risk, and capital allocation.

AI readiness
Feasibility studies
Technical due diligence

Common questions

How do you price engagements?

We offer both fixed-price and time-and-materials models depending on how well-defined the scope is. Fixed-price works best for clearly scoped builds with defined outputs. Time-and-materials suits projects where requirements will evolve as we learn together. We recommend the right model during our initial assessment and are transparent about the trade-offs of each.

What happens when requirements change mid-project?

Do you provide support after launch?

We are not sure our data is ready for ML. Can you help us evaluate that?

How do you report progress during an engagement?