3DOGS NEXUS

AI Pack Coordination Platform  |  3dogs.ai  |  alan@3dogs.ai
The Wisdom of Crowds — powered by billions of data points.
James Surowiecki proved that a diverse, independent crowd consistently outperforms any individual expert. 3Dogs Nexus puts that principle to work: five AI models — five architectures, three continents of origin, five billion-parameter knowledge bases — deliberating together in your Slack workspace.
The Problem

Small businesses lack the multi-disciplinary advisory teams large competitors rely on. And a single AI — however powerful — reflects only one architecture, one training dataset, one optimization target. One perspective.


The Solution

3Dogs Nexus orchestrates leading AI models as a coordinated pack in Slack — each contributing a distinct, independent perspective grounded in billions of training data points. The first working version starts with five engines, but the architecture is model-agnostic by design. The roadmap includes Perplexity, Grok, Llama, Cohere, Qwen, Claude variants, Gemini variants, OpenAI variants, and other qualified engines as they emerge. The goal is not a single chatbot. The goal is a true Wisdom of Crowds product — diverse AI systems debating, checking, challenging, and improving one another before the user acts.

How It Works

Open Slack. Type a prefix. The right mind answers within seconds — and every response is logged to shared memory so the whole pack stays in context:

  • claude: Strategic analysis & deep reasoning
  • chatgpt: Broad knowledge & creative ideation
  • mistral: Risk, regulatory & structured critique
  • gemini: Research, data & factual synthesis
  • deepseek: Technical precision & STEM analysis

Rex (AI meeting secretary) facilitates structured standups, logs decisions to #decisions, and posts action items to #backlog automatically.

The Pack — Wisdom of Crowds in Action
Claude (Anthropic, USA) — Deep reasoning & long-context analysis. GPQA 91.3%, long-context retrieval 97.2%. The strategic thinker.
ChatGPT (OpenAI, USA) — Consistent generalist. Ranks competitively across all benchmarks — writing, reasoning, code, multimodal. The versatile collaborator.
Mistral (Mistral AI, France) — European-built, open-weight, 40+ languages. Brings regulatory, sovereignty & multilingual perspective. The pragmatic operator.
Gemini (Google DeepMind, USA/Global) — Multimodal research leader. MMLU 94.1%. Strongest at factual synthesis, math & science. The data scientist.
DeepSeek (DeepSeek AI, China) — Technical precision at 90% lower cost. STEM-dominant, 1.8x inference speed. A fundamentally different knowledge base. The analyst.

Intelligence Layer — SerpAPI

A SerpAPI-powered Deal Hunter actively searches Google and Reddit for live market signals — prospects mentioning pain points, competitors, and buying intent. The pack doesn't just answer questions. It hunts.


Model-Agnostic Expansion

The current pack proves the concept. The long-term product is designed to keep adding independent minds: Perplexity for cited research, Grok for real-time social signal, Llama and Qwen for open-model diversity, Cohere for enterprise language workflows, and future engines as the market evolves. More engines means more disagreement, more cross-checking, and a stronger crowd.

What's Built Today
  • Live Slack workspace — 9 dedicated channels
  • 4-AI pack bot — all models active and responding
  • Rex orchestrator — auto-routes tasks to the right 2–3 AIs
  • Rex meeting secretary — standups, decisions, action items
  • Deal Hunter — autonomous SerpAPI-powered prospect sourcing
  • On-demand app builder — question in Slack → working web app in <2 min
  • WorkTrek ROI Calculator — built live as a demo
  • FCI & Equipment Condition Index tools — full financial analysis
  • Professional brand — 3dogs.ai, custom email, workspace
  • First use case validated — WorkTrek CMMS sales intelligence

Market Opportunity

27M+ US small businesses have no structured AI advisory capability. The global AI platform market exceeds $1.8T by 2030. No competitor offers a multi-model 'crowd intelligence' boardroom — 3Dogs Nexus is a category of one.

Traction
Functional MVP built and running in under 30 days. Full AI pack live in Slack. Rex orchestration active. On-demand app builder demonstrated live: one question → working financial web application in under two minutes. Three industry tools shipped in a single session. First structured meeting run May 2026.
Roadmap — Next 90 Days
  • Individual AI identities in Slack (photo, personality, independent voice)
  • Sprint & project management via #backlog
  • Multi-tenant SaaS packaging for SMB resellers
  • Automated deal pipeline with CRM export
  • Crowd consensus feature — pack votes on decisions
  • Rex compute-governor logic to control API spend and reserve full-pack runs for high-value work
  • Expansion beyond the first five engines: Perplexity, Grok, Llama, Cohere, Qwen, and additional qualified models
Financials & The Ask
Bloomberg Terminal (data only, no reasoning)$27,000 / yr per seat
McKinsey engagement (minimum)$500,000+
Management consultant$500 / hour
3Dogs Nexus — SMB subscription$1,500 – $2,500 / month
3Dogs Nexus — Enterprise annual contract$180,000 – $350,000 / yr
Engine operating cost (API “gas”)$500 – $5,800 / month

The operating cost is primarily API usage — the “gas” required to run multiple AI engines, SerpAPI searches, memory logging, and repeated consensus passes. A lean pilot can run near the low end. Heavy daily use across multiple users, full-pack debates, live research, app generation, and automated deal hunting can push costs toward the high end. Rex is designed to act as the compute governor: routing simple questions to one or two engines, reserving full-pack consensus for higher-value decisions.

Seeking $75,000–$150,000 in seed funding or grant support to fund:

  • 12 months operating runway
  • Full-time development acceleration
  • Go-to-market and first customer acquisition
  • Legal, IP protection, and entity formation