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 five leading AI models as a coordinated pack in Slack — each contributing a distinct, independent perspective grounded in billions of training data points. Together they form a crowd. And crowds are wise — and this crowd spans the USA, France, and China.
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.
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.
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
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
Financials & The Ask
Bloomberg Terminal (data only, no reasoning)$27,000 / yr per seat