Local core
Two local nodes provide private compute, service hosting, model experiments, browser validation, build/test work and daily operating services.
Ecosystem
The ecosystem is the interconnection, not just the product list.
InnerChispa connects local servers, RalphiIA MCP, Mongo-backed memory, GitHub repositories, agent work, Google Cloud, Cloudflare, Alibaba Cloud, Bright Data, model providers, WhatsApp, Notion, devices, PC Doctor's living lab and public hackathon evidence.
Coordination core
Mongo, MCP, runbooks, agent inboxes and live state prevent the ecosystem from becoming disconnected chat threads.
Cloud and data providers
Google Cloud, Cloud Run, Cloudflare, Alibaba Cloud, Bright Data and model APIs extend reach, public access, crawling and advanced model capacity.
Business edge
PC Doctor, workforce deployments, security/access devices, WhatsApp, documents and field service connect AI to real work.
Public evidence
GitHub repositories, Devpost submissions, lablab.ai experiments and build logs show what has been built, tested or explored.
Market-development edge
Hackathons, demos, investor meetings, San Francisco market exploration and partner conversations turn technical progress into market learning.
Architecture Diagram
From conversation to governed action.
01Human / Voice / UI
Operators ask, approve and supervise.
02RalphiIA
Persistent operational intelligence.
03InnerOS
Memory, agents, models, tools, tasks, guards and devices.
04Local + Cloud Compute
Local-first when control matters; cloud when capability matters.
05Business Systems
Quotes, workforce, field service, security, documents and evidence.
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