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AyoBrain

5 dispatches

AllAI ArchitectureManufacturingDigital TwinsSimulationAutomation
EXPO TRACKS:Design AI & Computational CAEAgentic ERP & Enterprise MemoryReplayable Digital Twins & ControlsComposites & Physical Fabrication
Layered agent orchestration architecture feeding a unified ERP ledger, shown as a schematic blueprint overlay
October 30, 2026·Track 02: Agentic ERP & Enterprise Memory

Agents Don't Need More Autonomy. They Need a Gateway and a Memory.

How AyoWork orchestrates AI agents with a tool gateway, approval layer, model router and shared memory, and why the loop matters more than the model.

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Modern intelligent power substation and digital protective relays overlooking an engineering grid control bridge
March 15, 2025·Track 03: Replayable Digital Twins & Controls

AI & Agentic Automation in Power Systems: Engineering the Resilient Grid

How software engineering, algorithmic automation, and agentic workflows transform electrical grid physics, transient stability, and industrial power systems.

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AyoWork edge orchestration server rack and control workstation inside an advanced manufacturing facility
June 1, 2023·Track 02: Agentic ERP & Enterprise Memory

AyoWork: Orchestrating Unlinked Industrial Datasets (NSF SBIR)

How my NSF SBIR research produced AyoWork, an agentic industrial operating system bridging disconnected factory machines, CAD schemas, and commercial ledgers.

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Digital manufacturing workstation showing Autodesk Fusion 360 parametric CAD model alongside real-time AyoWork telemetry dashboard and CNC tooling
September 27, 2022·Track 01: Design AI & Computational CAE

Design Origin: Fusion 360, AyoWork, and OpenUSD Digital Twins

How I transformed Autodesk Fusion 360 into a live Design Origin schema, feeding AyoWork edge devices and OpenUSD digital twins without version drift.

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Photorealistic industrial engineering digital twin of a carbon composite micro-factory inside NVIDIA Omniverse with real-time RTX path-tracing
March 22, 2022·Track 03: Replayable Digital Twins & Controls

NVIDIA Omniverse & OpenUSD: The Virtual Micro-Factory Digital Twin

How I used NVIDIA Omniverse, OpenUSD, and real-time RTX simulation to model factory layouts, ergonomics, and material kinematics before cutting concrete.

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AG

Aram Goganian

Principal Systems Architect & Engineering Leader

I write field notes on AI architecture, closed-loop systems, physics as code, and enterprise manufacturing.

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Topics

  • AI Architecture23
  • Manufacturing17
  • Digital Twins12
  • Simulation20
  • Automation6

Expo Tracks

  • Track 01: Design AI & Computational CAE14
  • Track 02: Agentic ERP & Enterprise Memory5
  • Track 03: Replayable Digital Twins & Controls6
  • Track 04: Composites & Physical Fabrication7

Technical Tags (14)

5D MethodologyAdditive & CNC ToolingAyoBrainAyoWorkCompositesDesign AIDigital TwinFEA & CFDOpenUSD & OmniversePLC & ControlsParametric CADPhysics as CodeRustWorkstation & GPU HPC
ThinkAram

Personal knowledge expo and engineering portfolio of Aram Goganian — Design AI, agentic ERP (AyoWork), high-performance Rust tooling, and closed-loop manufacturing.

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