01
Receives work
Voice, web, messaging and business channels become structured requests.
RalphiIA
The principal operations agent for founder-led companies.
RalphiIA connects business context, memory, voice, governed tools and hybrid local/cloud intelligence so repeatable work can be executed with more continuity and less dependence on one person.
02
Retrieves context
Operational memory helps preserve decisions, pending work, customer context and evidence.
03
Coordinates agents
Specialized workflows are selected according to the request and the available permissions.
04
Uses governed tools
Business tools can be invoked within defined read, write and approval boundaries.
05
Works across models
Local and cloud models can be selected according to privacy, capability, latency and cost.
06
Leaves evidence
Actions, approvals and failures can be recorded so the system remains reviewable.
Working foundation
More than a chatbot wrapper.
The current ecosystem combines private infrastructure, local GPU inference, operational memory, voice, messaging, dashboards, automation and a governed MCP tool layer. Exact internal topology remains private.
2coordinated local compute nodes
100+business and infrastructure tools in the evolving catalog
32 GBGPU memory in the accelerated local node
Founder-built infrastructure
The accelerated node includes an AMD GPU obtained through a developer competition award and is being used to expand local inference, voice and media capabilities.
Operating boundary
Autonomy where useful. Approval where necessary.
- Routine retrieval, classification and preparation can be automated.
- Sensitive decisions such as pricing, payroll and contractual commitments remain human-reviewed.
- Public demonstrations remain separated from private business and personal data.