Introducing AYA -- Your AI Hardware Assembly Copilot

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· 2 min read

Introducing AYA – Your AI Hardware Assembly Copilot

Hardware design has always demanded deep expertise. Engineers spend hours researching components, cross-referencing datasheets, and manually assembling bills of materials. A single overlooked specification – a voltage mismatch, an incompatible footprint, a discontinued part – can derail an entire project. AYA was built to change that.

What Is AYA?

AYA is an AI-powered hardware design assistant that turns natural-language project descriptions into actionable component lists. Instead of sifting through catalogs and supplier websites, you describe what you want to build, and AYA handles the rest.

The workflow is straightforward:

  1. Describe your project – tell AYA what you are building in plain language.
  2. AI-generated requirements – AYA analyzes your description and produces a structured set of hardware requirements.
  3. Component selection – the system matches requirements to real components with verified specifications.
  4. Live pricing – AYA queries multiple global suppliers so you can compare prices and availability instantly.

The Problem AYA Solves

Creating a bill of materials (BOM) is one of the most tedious steps in hardware development. Traditional approaches involve:

  • Manually searching distributor websites for each component
  • Comparing specifications across dozens of datasheets
  • Tracking availability and lead times from multiple suppliers
  • Converting currencies and calculating landed costs for international orders
  • Maintaining spreadsheets that quickly become outdated

These tasks consume engineering time that would be better spent on design and validation. For startups and small teams, the overhead is especially painful – there is no dedicated procurement department to lean on.

How AYA Works Under the Hood

AYA combines large language model reasoning with structured data pipelines. When you describe a project, the AI decomposes your description into discrete functional blocks – power supply, microcontroller, sensors, connectivity, and so on. Each block maps to a set of parametric requirements (voltage, current, package type, operating temperature) that guide component selection.

The pricing engine then queries distributors like Digi-Key, Mouser, LCSC, and Farnell in real time, returning unit prices, quantity breaks, and stock levels. The result is a purchase-ready BOM you can act on immediately.

Try It Today

AYA is available now at aya.flukebase.me. Describe a project, review the generated requirements, and see live pricing from global suppliers – all in a single session. Whether you are prototyping an IoT sensor node or planning a production run, AYA gives you a head start.

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