M.D.Ai Academy Applied AI & Executive Strategy
Apply for Cohort
M.D.Ai Academy LLC · Executive & Engineering Cohorts

Master Applied AI Engineering, Autonomous Agents & Executive AI Strategy

Bridge the divide between boardroom strategy and production-grade AI systems. Built by practicing AI architects and founders, M.D.Ai Academy trains C-suite leaders, principal engineers, and enterprise teams to ship verified, zero-slop AI.

4

Core Mastery Tracks

100%

Repo-Grounded Labs

1-on-1

Founder Advisory

Apply for Next Cohort Explore 4 Curriculum Tracks Launch Scede.ai Player ↗
Neural Knowledge Graph & Agentic Architecture Live Lab Topology
M.D.Ai TRACK 01 Executive Strategy TRACK 02 GraphRAG & Vector TRACK 03 Agents & MCP TRACK 04 Regulated AI
Faculty: Victor J. Quiñones & Mikolas Quiñones Meet Leadership →

Applied Curriculum

Four Tracks from Executive Governance to Autonomous Agents

Every track pairs architectural theory with production GitHub repositories, automated evaluation harnesses, and executive deployment playbooks.

TRACK 01 6 Weeks · Executive Cohort

Executive AI Strategy & Governance

Board-ready AI roadmapping, ROI capital allocation, NIST AI RMF & EU AI Act governance, Zero-Trust security guardrails, and vendor vs. sovereign model economics.

Verified Capstone Deliverables

  • ✓ Enterprise AI Charter & Policy Framework
  • ✓ 90-Day High-ROI Use Case Matrix
  • ✓ Zero-Trust Data & DLP Governance Spec
View Full Syllabus → Reserve Seat
TRACK 02 8 Weeks · Applied Engineering

Production RAG & Knowledge Graphs

Architect hybrid retrieval systems combining OpenSearch, PostgreSQL pgvector, and Neo4j/GraphRAG with evaluation harnesses, citation grounding, and zero-hallucination SLAs.

Verified Capstone Deliverables

  • ✓ Hybrid Vector + Graph Retrieval Pipeline
  • ✓ Automated Faithfulness & Recall Eval Suite
  • ✓ Multi-Tenant Access-Controlled Indexing
View Full Syllabus → Reserve Seat
TRACK 03 8 Weeks · Systems Engineering

Autonomous Agentic Workflows & MCP Architecture

Design and ship multi-agent orchestrators, Model Context Protocol (MCP) tool servers, durable state machines, human-in-the-loop approval queues, and cost/latency telemetry.

Verified Capstone Deliverables

  • ✓ Production MCP Server & Tool Registry
  • ✓ Multi-Agent Supervisor with Human Escalation
  • ✓ Cloudflare Workers + FastAPI Edge Deployment
View Full Syllabus → Reserve Seat
TRACK 04 6 Weeks · Industry Specialization

Healthcare, Legal & Regulated Industry AI

Deploy HIPAA, SOC 2 Type II, and privilege-preserving AI workflows for clinical intelligence, legal discovery, financial compliance, and life sciences.

Verified Capstone Deliverables

  • ✓ PII/PHI Redaction & De-Identification Pipeline
  • ✓ Immutable WORM Audit Trail & Provenance Log
  • ✓ Regulated Domain Fine-Tuning & Guardrails
View Full Syllabus → Reserve Seat
Interactive Ecosystem

Powered by Scede.ai & FutureTranz AI

M.D.Ai Academy fellows gain direct access to the Scede.ai interactive course player, live sandbox environments, and 1-on-1 executive advisory with FutureTranz AI architects.

  • ✓ Scede.ai Interactive Course Player: Step-by-step guided labs, code sandboxes, and prompt/agent telemetry.
  • ✓ 1-on-1 Founder Advisory: Direct architectural reviews with Victor J. Quiñones and Mikolas Quiñones.
  • ✓ FTI vCMO & Enterprise Integration: Deploy cohort capstones directly into your organization’s GitHub workspace.
Open Scede.ai Platform ↗ Enterprise Team Enablement
Scede.ai Fellowship Sync ● Active

Lab 03.4 · Multi-Agent MCP Server

Build a zero-trust MCP server with Cloudflare Workers & Supabase Auth.

Executive Office Hours

Weekly architecture clinic & codebase review with Academy faculty.

Cohort Admissions & Enterprise Training

Apply for an Upcoming Cohort or Custom Briefing

Submit your application or request a private enterprise training workshop for your engineering and leadership teams.

Cloudflare Security Check *