Breeze AI Hardware Toolkit
Turn a hardware idea into a first feasibility brief before buying components.
- Suitable for
- People with a physical-product idea who need to discover cost, safety, certification, and manufacturing unknowns.
- Do not start here if
- Not construction guidance for mains power, battery packs, pressure, combustion, lasers, medical devices, or uncontrolled vehicles.
- Visible result
- A one-page idea brief with user, outcome, constraints, rough BOM groups, unknowns, and the next professional question.
- Time
- 45 min
- Device
- Any computer or tablet that can read repository documents
- Account
- No account required to read the public toolkit
- Cost
- No component purchase is needed for this planning exercise
- Data
- A description or sketch with no confidential invention details
- HAACC check
- Editorially reviewed
Not run by HAACC
Before you start
Any computer or tablet that can read repository documents
No account required to read the public toolkit
No component purchase is needed for this planning exercise
A description or sketch with no confidential invention details
No engineering background required; unknowns must remain visible
The path
- 01
Describe the human outcome
Write who uses the object, where, and what becomes easier. Avoid starting with components, sensors, or AI features.
Continue only whenA stranger can understand the benefit without seeing a technical diagram. - 02
Write the safety boundary
List voltage, heat, motion, pressure, body contact, children, outdoors, water, radio, and data exposure as yes, no, or unknown. Stop if any excluded high-risk category applies.
Continue only whenEvery safety category has an explicit answer, including unknown. - 03
Build BOM groups, not a shopping list
Use the toolkit to group enclosure, compute, sensing, power, connectivity, assembly, packaging, testing, certification, and logistics. Mark cost as unknown unless supported.
Continue only whenThe brief includes all major cost groups without pretending to know exact prices. - 04
Choose one professional next question
Select the highest-impact unknown: feasibility, certification, DFM, supplier, or prototype test. Turn it into one question for an engineer or manufacturing partner.
Continue only whenThe next action is a question or review, not a purchase order.
A one-page feasibility brief makes safety, cost, manufacturing, and certification unknowns visible before any purchase.
Evidence boundary
HAACC reviewed the public source and shaped this path, but did not run the project on a clean machine. Treat every install step as unverified.
What HAACC checked
- Repository identity, captured star count, declared MIT license, and toolkit topic coverage
- A planning-only path that stops before component purchase or physical replication
What remains unchecked
- Engineering correctness, current templates, supplier claims, certification advice, and manufacturing readiness
- No prototype, component, electrical, mechanical, thermal, or compliance test was performed
Stop and read
This is not a build guide
Do not purchase, wire, power, wear, implant, sell, or distribute hardware based only on this page.
Manufacturing requires accountable review
Use Breeze or another qualified engineering and manufacturing partner for feasibility, DFM, testing, and target-market compliance.
When something fails
The brief is mostly a component list
Return to user, place, outcome, and constraints. Components come only after the problem boundary is clear.
A high-risk category is involved
Stop replication planning and seek a named qualified engineer and applicable regulatory advice.
This planning Guide installs nothing. Delete or archive the brief, and remove confidential details before sharing it publicly.
Turn it into your project
Low-voltage desk object
Compare two enclosure and interaction concepts without building either one.
Workshop feasibility packet
Turn the brief into a review packet for a low-risk hardware Workshop and partner handoff.
Source snapshot
- Repository
- jianjettfu-oss/ai-hardware-toolkit
- Captured
- 2026-07-20
- Stars at capture
- 1
- Forks at capture
- —
- GitHub license field
- MIT
- Pinned revision
- Not pinned