Build beyond the horizon
Unity Horizon is a software studio specializing in generative AI. We design and engineer products of every kind, including agents that carry real work end to end.
[ SERVICES ]
Four disciplines.
One studio.
Clarity on where AI creates value, before you invest. We identify your highest-impact opportunities, assess your existing systems and data, and deliver a prioritized roadmap for what to build first.
[ SELECTED WORK ]
Products we've built and shipped
[ FOUNDER'S NOTE ]
After years of building software for startups, brands, and my own ventures, I kept seeing the same pattern:
The way software gets built is broken.
Layers of account management between you and the people actually building. Juniors learning on your budget. And lately, AI that impresses in the demo and disappears in production.
I started Unity Horizon to build differently. Here, you work directly with me and the senior engineers writing the code, focused on one thing: shipping software that carries real work, end to end.
We partner with founders, operators, and teams who want technology that outworks their competition.
Giannis Kotsias
Founder, Unity Horizon
[ PROCESS ]
From ambiguity
to shipped.
Find where AI pays for itself.
We map your workflows, data, and constraints to locate the highest-impact opportunities, before a single line of code is written.
- ◆Opportunity map
- ◆Feasibility assessment
- ◆Prioritized roadmap
[ JOURNAL ]
Notes from
production.
All postsCorrections
Do LLM judges really agree with humans 80% of the time?
The 80% is raw agreement, uncorrected for chance. Chance-correct it and 21 judges score 0.376 to 0.511 on MT-Bench. Checked 18 September 2026.
5 min
Agentic AI
How many tools can an AI agent have before it picks the wrong one?
Anthropic documents tool selection degrading past 30 to 50 tools. Cached, that catalogue costs about four cents a turn, so the reason to defer it is accuracy.
7 min
Agentic AI
Does trimming an AI agent's context save money?
Usually not. An image added or removed anywhere invalidates the message cache, so the re-write at 1.25x input takes about 14 more turns to pay back.
7 min
[ NEXT ]
Ready when
you are
Tell us what slows your business down. We'll show you what intelligent software can do about it, usually within a week.
30 minutes · no prep · no pitch
GIANNIS@UNITY-HORIZON.COM