Thesis
AI should do more than answer. Ralfi IA remembers, coordinates, acts through governed tools and proves what happened.
EXPLORE IN MORE DETAIL
A vision built on evidence.
This is the web version of the investor story: born from PC Doctor's real bottlenecks, built with local servers and MCP-connected agents, validated through working products, and raising pre-seed capital to productize measurable savings.
Presentation context: funding targets, timelines and percentages cited are assumptions from earlier materials. Their validity and measurements are reviewed in conversation; they are not presented as achieved results.
Origin
PC Doctor exposed the real bottleneck: revenue can exist while operational knowledge remains trapped inside the founder.
Problem
Quotes, customer history, documents, quality control, follow-up and remote supervision become slow, fragmented and difficult to delegate.
System
Ralfi IA connects memory, MCP tools, agents, workflow routing, approval gates, local Linux servers, cloud services and audit trails.
Products
InnerOS is the operating layer; Ralfi IA is the brain; InnerOps converts it into Workforce AI, Smart Quoter, VigilOS and FounderOS.
Moat
Two local nodes plus cloud escalation reduce credit dependency while preserving access to advanced models and public deployment paths.
Evidence
Workforce AI, Smart Quoter, UiPath Maestro Copilot, Devpost, lablab.ai, GitHub and local model routing show a real build trail.
Savings
Internal benchmarks target 70-85% reduction in founder time for repetitive drafting, context recovery and follow-up workflows.
Market
The beachhead is founder-led technical service, field operations and SMB teams that need automation tied to real devices, documents and approvals.
Business model
Subscriptions, implementation, managed AI operations, vertical workflows and platform expansion around InnerOS.
Use of funds
Product hardening, hosted customer environments, security/reliability, PC Doctor delegation, hiring and market-development presence.
Ask
US$250K pre-seed to productize, validate operational savings, reduce founder dependency and build a structured U.S. market-development path.
What changes after funding
The goal is not to make another prototype. Funding buys disciplined productization: security review, stable deployments, customer environments, repeatable onboarding, sales material and enough capacity to measure PC Doctor before-and-after results.
Why investors should care
The company combines real operations, local-first infrastructure, AI product development and public build evidence. That makes the wedge more grounded than a generic AI wrapper.
Milestones
Milestones include validated quoting compression, Workforce AI hardening, repeatable Ralfi IA dashboard, local model routing reliability, security boundaries, demo readiness and U.S. market conversations.
Investor materials
The original investor deck, InnerOS Sovereign Swarm PDF, Ralfi IA overview, Workforce AI ARIA proposal and FounderOS OpenAI deck are available below as downloadable review material.
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