AI infrastructure that stays within your organization.
We deploy AI models and the tools that let your AI agent do real work (answering questions, updating records, running analytics) fully on-prem or within your cloud infrastructure. No API dependency, no sensitive data leaving your system.
Live in production, trusted to run business operations today.
100% on-prem/in-house
Deployable entirely inside your infrastructure
Open-source core
Built on open foundation models, not black boxes
Tuned for context
Fine-tuned for your business data, not generic data
Most AI asks you to trust someone else's cloud.
Oil and gas operational data, patient records, government files, student data: for a lot of organizations, that data simply can't leave the building. Most AI today is built SaaS-first, on infrastructure you don't own and can't inspect.
Open models. Real tools. Fully on-prem.
Open-source foundation
We start from open-source models instead of closed APIs, so there's no black box and no dependency on a third party's pricing or uptime.
Fine-tuned for context
We fine-tune for the environment it runs in, including language, regulation, and local workflows, starting with Nigeria and expanding to other emerging markets.
Wrapped in tools that act
Agents that don't just answer, but update records, run analytics, and automate work, integrated into systems you already run on infrastructure you control.
LemonSupport.app
An AI-powered business operating system that helps businesses organize their operations as structured data. Instead of only chatting with AI, businesses use AI agents to update records, manage processes, and automate day-to-day work across their organization.
Visit LemonSupport →- Turns business operations into structured data
- Agents that update records, not just answer questions
- Automates day-to-day workflows across teams
AI infrastructure for the sectors that can't risk the cloud.
Oil & Gas
On-prem analytics for field and operations data: drilling, production, and safety insights without sending data offsite.
Energy & Utilities
Agents that monitor grid and plant data, flag anomalies, and answer operational questions in real time, inside your own network.
Education
Open, fine-tuned models that tutor, grade, and answer questions in local languages and curricula, run by the institution itself.
Healthcare
AI that works with patient and clinical data on infrastructure that meets data protection requirements, not a third-party cloud.
Government & Public Sector
Fully on-prem AI for agencies handling sensitive citizen data, with no cloud dependency and no security exception required.
Open models, built for where they're used.
We fine-tune open-source foundation models for specific contexts, starting with your business data, infrastructure constraints, local knowledge. Access to capable AI shouldn't depend on always-on internet or a foreign data center. We make money from the tools and gear built around the models, not by gatekeeping access to intelligence.
- Open-source foundation, not closed APIs
- Fine-tuned for your business context, not generic data
- You own the deployment, the data, and the model weights
Let's build your AI infrastructure.
Whether you're a government agency, an enterprise, or building the AI infrastructure for your organization, we're an email away.