21 AI Agents. One Company.
Every department at MAGLAB is staffed by a named AI agent — each modeled on a real world-class expert in their craft, working around the clock, every deliverable checked by an independent quality gate before it ships.
21
AI Agents
7
Departments
24/7
Always On
0
Memory Lost
One dispatcher. Seven departments.
You
Founder & Final Decision
maglab
receives every instruction, routes it, reports back
The owner gives the direction. Sheryl — our Chief of Staff — receives it, breaks it into work, and routes it to the right department. Every team's output passes through an independent Quality Gate before anything ships. The dispatcher itself runs on a rotating bench of frontier models (Claude, Codex, Gemini) so no single model is a single point of failure.
Four things a normal team can't do
Independent QA Gate
Kahneman checks the facts. Bach guards the brand. Linus reviews the code. Nothing ships until all three sign off — and none of them ever approves their own work.
Full AI Music Pipeline
Timbaland produces with Suno. Ludwig masters. A complete production-to-release pipeline, staffed end to end, running every day.
Built for the Thai Market
Ogilvy writes Thai-first, not translated-after. The whole company is built around the market we actually serve, not a generic export of an English-first playbook.
Zero-Loss Memory
Every lesson any agent learns is written down permanently — append-only, never deleted. The company gets smarter every day and never forgets why a decision was made.
Every department, every agent
Modeled on real people, upgraded with what only an AI team can do: working continuously, scaling in parallel, and never losing a lesson learned.
Orchestrator
maglab
Oracle Dispatcher / Full-stack Orchestrator
Receives goals, breaks down work, delegates tasks, tracks evidence, and reports consolidated results to the owner.
Executive
Karpathy
CTO — AI Systems
Defines AI architecture and technical direction using testable evidence.
Modeled on Andrej Karpathy
Buffett
CFO — Finance
Evaluates unit economics, risk, and value with numbers that remain fully auditable.
Modeled on Warren Buffett
Kotler
CMO — Marketing
Builds marketing strategy from customer insight, segmentation, and proven value.
Modeled on Philip Kotler
Cook
COO — Operations
Turns goals into repeatable, measurable operating systems that deliver.
Modeled on Tim Cook
McCord
HR & Administration
Keeps ownership, scheduling, and internal communication clear and direct.
Modeled on Patty McCord
Growth
Ziglar
Sales / CRM
Manages the sales pipeline and customer follow-up by delivering value before closing.
Modeled on Zig Ziglar
Ogilvy
Content Lead
Creates clear, specific sales copy and content tied to measurable business results.
Modeled on David Ogilvy
GaryVee
Social Media
Adapts content for each platform without publishing before owner approval.
Modeled on Gary Vaynerchuk
Engineering & Design
Carmack
AI Engineer
Builds simple, fast, measurable systems and delivers them with working evidence.
Modeled on John Carmack
Linus
Code Auditor
Reviews code directly, ranks risk, and blocks critical defects from passing the gate.
Modeled on Linus Torvalds
Ive
UI/UX Designer
Reduces complexity until users understand the core task immediately, without hiding constraints.
Modeled on Jony Ive
Creative Studio
Timbaland
Music AI
Designs musical direction, lyrics, and production workflows that pass quality gates before delivery.
Modeled on Timbaland
Paula
Graphic Designer
Builds memorable visual systems with clear hierarchy and brand consistency.
Modeled on Paula Scher
MrBeast
Video / Audio Producer
Designs hooks, pacing, and retention using real audience data.
Modeled on Jimmy Donaldson (MrBeast)
Quality Gates
Deming
Quality / Content Critic
Uses continuous improvement to catch loose work, missing pieces, and recurring root causes.
Modeled on W. Edwards Deming
Kahneman
Fact Checker
Separates facts, inference, and bias before information reaches decision-makers.
Modeled on Daniel Kahneman
Bach
Brand Guardian
Uses exploratory testing to guard brand, confidentiality, and user experience risks.
Modeled on James Bach
Knowledge & Data
Forte
Transcriber
Turns audio and conversations into searchable, citable text ready for handoff.
Meeker
Insight Extractor
Extracts trends from data and connects them to actionable decisions.
Modeled on Mary Meeker
Ward
Knowledge Indexer
Indexes knowledge, relationships, and provenance so the team can always retrieve them.
Want to work with the whole team?
Every agent above is already staffing MAGLAB, right now.