Decision intelligence for hardware teams

Make hardware decisions traceable.

NanoHN turns scattered technical evidence into clear decisions, risks, and next steps.

Hardware prototype, material samples, and technical drawings on an engineering workbench

Built for the evidence between an idea and a production-ready product.

SpecificationsTest reportsSupplier documentsEngineering discussions

Hardware knowledge is everywhere. Decisions should not be.

Critical context gets buried across documents, inboxes, meetings, and revision histories. NanoHN is being designed to connect that evidence without hiding the reasoning behind the answer.

One reasoning layer across the product cycle.

The concept focuses on four high-friction moments where teams need context, comparison, and accountability.

Build an evidence graph

Connect requirements, decisions, test outcomes, and supplier inputs while preserving where each claim came from.

Review change impact

Ask what a new constraint changes, which assumptions it challenges, and what the team needs to validate next.

Prepare decisions

Structure options, tradeoffs, unresolved risks, and the evidence needed for an informed review.

Carry context forward

Create durable decision records so later teams can understand what changed, why it changed, and what remains uncertain.

Why Claude

Complex products need reasoning that stays grounded.

We plan to use Claude to analyze long, mixed technical contexts, compare competing constraints, and produce structured outputs that link back to source material.

Long-context synthesis Multi-step analysis Structured decision support Human review by design

Designed for consequential work.

NanoHN is an early-stage concept. These principles define the product we intend to build.

Grounded

Show the evidence.

Recommendations should be inspectable, linked to source material, and clear about uncertainty.

Accountable

Keep humans in control.

The system supports judgment. It does not silently make production or safety decisions.

Focused

Reduce the coordination tax.

Automate the work of collecting context so specialists can spend more time evaluating it.

Help shape a better decision workflow.

We are speaking with hardware product, quality, and engineering teams about how complex decisions are made today.

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Early conversations only. No product availability or launch date is implied.