MDx Twin — Think with me.

The Foundation

Not a chatbot.
A cognitive architecture.

Four pillars separate MDx from every AI assistant, copilot, and agent framework on the market. Each one is deliberate. Each one is differentiating.

🧠

Cognitive Identity

Your expertise, voice, frameworks, and judgment — encoded into the system. This is what makes it you, not a generic assistant.

📡

Business Context

Three-tier knowledge architecture with RAG, document intelligence, and self-improving gap detection that identifies what your twin doesn't know yet.

⚡

Agent Execution

Five specialized agents, an intelligent orchestrator, twelve tools, skills architecture, and parallel multi-agent coordination.

📈

Continuous Learning

Feedback loops, voice drift detection, improvement proposals, and memory that compounds. Gets better every conversation.

The Team

Five agents.
One mind.

Each agent is a specialist. The orchestrator reads your intent and routes to the right one... or runs several in parallel for complex questions.

🎯

Advisor

Strategy, decisions, trade-offs

"Should I reorg my platform team into pods or squads?"

💬

Coach

People leadership, feedback

"My senior engineer missed three deadlines. How do I have this conversation?"

🏗️

Architect

Technical decisions, system design

"Event-driven vs request-response for our new microservices?"

🧩

Problem Solver

First-principles breakdown

"I'm stuck on our migration strategy. Walk me through the trade-offs."

📋

Compliance

Regulatory guidance, policy

"What OSFI guidelines apply to our cloud-native deployment?"

How It Works

Ask one question.
Get the full picture.

The orchestrator classifies your intent and routes to the right agents. Complex questions get broken down and handled in parallel.

You

I need to restructure my platform team and decide whether to build or buy our API gateway. Also, how should I frame this change to my VP?

Orchestrator routes to → 🎯 Advisor 🏗️ Architect 💬 Coach

🎯

Advisor strategy

Real talk... domain-aligned model is the move here. Group by business capability, not technical layer. You get clear ownership → faster decisions → less "who owns this?" drama…

🏗️

Architect technical

API gateway → start managed. Kong or AWS API Gateway. Don't build custom until you're hitting real extensibility walls... TCO almost always favors buy at your scale. Save the engineering calories for what differentiates you.

💬

Coach people

When you pitch this to your VP... lead with outcomes, not architecture diagrams. Open with the pain (delivery speed), then the lever (structural change), then the proof (measurable results). Keep it tight... execs tune out after slide 3.

Capabilities

Built for real work.

Conversations

Multi-agent chat that actually flows.

Ask anything. The orchestrator reads your intent and routes to the right agent. Agents hand off context to each other mid-conversation. No manual switching. Real-time streaming so you see the thinking as it happens.

🎯 MDx Multi-agent advisory system

Yo whaddup - goes goes it?

🎯 MD (Advisor)

Yo...whaddup? Goin solid here - you? What's cookin?

🔊 Listen

👍 👎

Yeah man...got more coding to do

🎯 → 🏗️ Switching to Architect

🏗️ MD (Architect)

Nice... what ya hackin on this weekend? Spill.

🔊 Listen

👍 👎

Continuing work on MDx - getting ready to go full open source

🎤

Ask MD anything...

↑

Voice

Talk naturally. Get spoken responses.

Push-to-talk voice interface powered by Whisper and OpenAI TTS. Ask a question out loud, get a spoken answer. Perfect for when you're thinking through something and don't want to type.

MD (Advisor) is listening

Listening...

🎤

"How should I approach the conversation with my VP about restructuring the team?"

Push to talk · Release to send

Knowledge

Self-improving knowledge that grows with you.

Three tiers of knowledge: always-in-context principles, RAG-powered document search, and self-improving gap detection that identifies what your twin doesn't know yet... and asks you to fill in the blanks.

Knowledge Base

🔍 Search documents...

Documents

Gaps

Proposals

📋

Leadership Principles & Decision Frameworks

TIER 1 Always in context

🏗️

Platform Architecture Decision Records

TIER 2 RAG indexed · 2,400 chunks

💬

Coaching Playbook — Difficult Conversations

TIER 2 RAG indexed · 890 chunks

⚠️

Remote Team Management

GAP DETECTED Asked 7x · No docs found

📊

Vendor Negotiation Framework

TIER 1 Always in context

Admin

Full visibility. Complete control.

Dashboard with metrics, user management, role-based access, audit trails, and conversation analytics. See what your team is asking, which agents they use, and how the system is performing.

Admin Dashboard

Dashboard Users Roles Knowledge Audit

Users

24

+3 this week

Conversations

1,247

+12% vs last week

Avg Response

1.8s

-0.3s improved

Satisfaction

94%

+2% vs last month

Conversations · Last 14 Days

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Recent Activity

Demo User A asked Architect about API gateway patterns · 3m ago

Marcus used Coach for team feedback prep · 12m ago

Knowledge gap detected: M&A integration playbook · 1h ago

Open Source

Not just my twin.
Yours.

MDx is a framework. The agents, knowledge system, and orchestrator are designed to be reconfigured for any leader. Swap in your expertise, your voice, your tools.

🧬

Persona System

Define your cognitive identity in YAML. Your frameworks, your communication style, your decision patterns. The system adapts.

🔧

Skill Bundles

YAML-defined capability packages injected into agent context. Create skills for your domain, your industry, your team's needs.

🔗

Multi-LLM

Own the orchestration, consume the models. Swap between Grok, Claude, GPT, or any provider. Per-agent overrides built in.

Under the Hood

Own the orchestration.
Consume the models.

MDx Cognitive Twin Platform

v4.4

Interfaces

Chat

Voice (STT + TTS)

Admin Dashboard

Agents

Advisor

Coach

Architect

Solver

Compliance

Core

Orchestrator + Intent Classification + Delegation

Routes intent → delegates across agents → synthesizes parallel results

Skills Architecture + 12 Integrated Tools

doc_search · web_search · decision_logger · compliance_scanner · agent_handoff · mdx_code

Knowledge

Tier 1: In-Context

Tier 2: RAG (pgvector)

Tier 3: Gap Detection

Trust

5-Tier RBAC · RLS on All Tables · 4 Guardrail Modules · Full Audit Trail

Enterprise security and governance from day one

LLM Providers → Grok · Claude · GPT · Hot-Swap Per Agent

5

Agents

12+

Tools

129+

Endpoints

56k+

Lines of Code

3

LLM Providers

MCP

Federation

Start thinking together.

MDx is in early preview. Request access and we'll be in touch.

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MDx.

Not a chatbot.A cognitive architecture.