Mechanical design
Parametric CAD, mechanical assemblies, production drawings, tolerance strategy, and build-ready engineering packages.
Machinia
Engineering across the physical and computational stack.
Machinia (BDT Machine Intelligence Architecture) is an independent engineering firm developing the hardware, software, materials, and computational systems required to turn difficult ideas into operating reality.
The company integrates mechanical design, electronics, embedded control, artificial intelligence, and advanced software architecture into complete systems built for practical deployment.
Interfaces are where systems become real.
Machinia operates across disciplinary boundaries: the mechanical envelope, the circuit, the compute stack, the material, and the software that coordinates them.
Hardware interfaces
Integrated power, thermal, mechanical, data, sensing, and control interfaces for physical and computational systems.
Electronics
Schematics, PCB architecture, ESP32 systems, embedded control, and the electrical layers that connect software to matter.
AI systems
Workstation blueprints, local-model runtimes, inference architecture, physical deployment, benchmarking, and resource efficiency.
Software architecture
Advanced native software, reusable technical frameworks, orchestration systems, and hardware-aware computational architecture.
Materials & composites
A developing practice in material selection, composite systems, additive manufacturing, and functional-part engineering.
Capability expands in deliberate layers.
The sequence is intentional: establish rigorous design and computational capability, extend it into manufacturing and materials, then deploy intelligence into constrained physical systems.
Design the complete system.
Software architecture frameworks, CAD and PCB design, AI-hardware schematics, workstation blueprints, embedded electronics, and native software for local AI models.
Move from model to matter.
Additive manufacturing, composites, materials engineering, and functional-part development expand Machinia from digital engineering into controlled physical production.
Build efficient intelligence.
Machinia-built model development, benchmark design and testing, distribution bundles, physical deployment, and portable or backup energy systems, with a focus on the strongest capability supportable by the least hardware and energy.
Expand the operating envelope.
Facility, laboratory, fabrication, testing, and deployment capacity expand as the portfolio proves where deeper infrastructure creates the most engineering leverage.
Research what others dismiss. Engineer what survives contact.
Machinia is building a portfolio of original engineering solutions. Each program moves from hypothesis to architecture, from architecture to evidence, and from evidence to an implementable system.
Selected information. Deliberate access.
Machinia is preparing for formation as a Delaware C-Corporation and future pre-seed financing. Commercial engineering assets remain distinct from any equity offering: purchasing a listing is a license or asset transaction, not an investment contract and carries no promised return.