Built from real experience
Everything LeonSoft recommends comes from systems we have actually built and operated. These four areas are where the patterns were learned.
We describe these as capability and experience, not as client results. Where a product is not commercially owned by LeonSoft, it is presented as technology leadership experience — never as a claim we do not have the right to make.
AI Support Intelligence Platform
A support platform where AI answers from approved knowledge, scores its own confidence, routes tickets and hands off to a person when it should not answer. Multi-tenant, with separated data and an audit trail per action.
Visit AskNestAI & Data Operations Platform
Technology leadership experience on an operational data platform for the poultry industry: feed, water, weight, mortality and climate data feeding dashboards, predictive planning and ERP integrations.
Data & predictive systemsMobile AI Workflow R&D
An R&D direction, not a shipped product: mobile agents that book appointments, send reminders and run service flows — with user approval before consequential actions and verification after them.
Explore R&DConnecting AI to existing systems
A working set of patterns for putting modern AI in front of old software: read-only bridges, staged writes, permission boundaries and rollback paths that let operations keep running throughout.
ERP / CRM / LegacyWhat this work taught us
A system that knows when to stop is trusted faster than one that answers everything slightly better.
The model is rarely the hard part. Data access, permissions and the old system's quirks are where the time goes.
Once every action is traceable, teams stop arguing about whether AI can be trusted and start improving the rules.
Next step
Tell us what runs your operations today. We will show you which of these patterns applies and what the first version would look like.