Operational assessment
Understand one critical workflow and identify the intervention most likely to improve it.
Start a project AI is not the starting point
Your business does not have an AI problem.It has a systems problem.
Mycellium connects fragmented operations and builds the decision capacity a business needs to understand what is happening, improve how work gets done, and act with control.
Technologies we build with
The platforms behind our systems.
Models, data platforms and cloud infrastructure Mycellium builds with, chosen for what each system needs.
OpenAI
Claude
xAI
Cloudflare
Hetzner
Google Cloud
AWS
Palantir Foundry
Shown to describe our technology stack. These companies are not clients or partners and do not endorse Mycellium. All trademarks belong to their owners.
How the laboratory works
Understand first.
Then engineer.
Operational engineering
Build, modify, or connect the approved software, integration, automation, or AI capability.
Continuous engineering
Keep the intervention aligned as systems, processes, and requirements change.
Systems
Working instruments for real problems.
Six systems and one open-source tool. Different situations, no default architecture.
- 76.50%fewer tokens, best measured result (Oct 6, 2026, one task)Open source · Available nowTokenPilotCuts the tokens Claude Code, Codex and Grok Build spend, with your model and tools unchanged.Read more
Operational systemManagerClearer decisions for independent restaurants.Open system 
Legal evidence systemOKI LegalA legal workspace that keeps evidence attached to the work.Open system 
Voice-first Android phoneDelta OneMore voice. Less screen.Open system 
Creative platformSotatsuA home for artists creating with AI.Open system 
Environmental intelligenceHyperionA clearer window before flooding compounds.Open system 
Public knowledge platformKorvoSerious AI thinking, in Brazilian Portuguese.Open system