Product engineering & design
Design and ship useful products with one team responsible for user experience, application logic, infrastructure, and release.
- Mobile apps
- Web apps
- UI/UX design
- Backend & infrastructure
Half LabsNewWill distillation block the path to AGI?
Other half of your founding team, from first brief to launch.
Half Labs designs and builds production software, AI workflows, and internal systems for founders and operating teams. Senior product and engineering team takes accountability from first decision through launch.
Trusted by
Four verticals.
One standard.
Every system we deliver is architected for production from day one.
Discuss your briefMachine learning & AI systems
Build AI workflows around real operating data, measurable quality, monitored performance, and clear human review.
- Predictive analytics
- Computer vision systems
- Recommendation systems
- AI agents & automation
Data engineering & analytics
Turn fragmented operational data into reliable pipelines, shared definitions, and decision-ready reporting.
- Data analytics & BI
- Data infrastructure & integrations
Strategy & advisory
Translate business intent into technical choices, delivery scope, and evidence needed before larger investment.
- AI readiness assessment
- Feasibility studies
- Technical due diligence
Your project is led by a founder.
Every engagement is personally led by a co-founder. You speak directly with the person making architectural decisions.
We treat your technical direction as our own.
If an approach carries risk, you hear it early. You get direct engineering counsel grounded in architecture, operating constraints, and delivery risk.
Senior engineers. Direct access.
Experienced engineers architect and build your system. Technical decision makers also review and ship code.
Same care across full stack.
From database schema to interface states, we apply same standard. Security and performance are tested before staging.
Complete technical ownership through deployment.
We own architecture, implementation, testing, deployment, monitoring setup, documentation, and handover. You stay focused on business.
From the engineering floor.
Field notes on architecture, product decisions, AI workflows, and delivery from people doing work.
All insightsCrypto may not be AI's native currency.
Markets keep reaching for crypto as default agent money. That assumption needs more pressure.
Aetos Huo·
TUI is a walk backwards in product design.
Text interfaces feel new again because graphical software became too slow to express intent.
Maya Patel·
The significance of crypto in asset pricing mechanism.
Crypto matters most when it changes how assets get priced, not when it copies existing wrappers.
Daniel Kim·
Will distillation block the path to AGI?
Distillation makes models cheaper. It may also smooth away the strange edges that teach us what scale discovered.
Aetos Huo·