Industry · AI support for electronics

Reduce returns from misuse with interactive guides

Customers learn to use the product correctly through interactive setup wizards. Multi-language by default, integrated with your warranty and RMA flow.

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Hosted in the EU GDPR

Three problems specific to this sector

Customers return working products they couldn't set up

Support tickets for trivial pairing flows

Manuals in PDF nobody reads

Typical results — first 90 days

-60%

Returns from misuse

Languages supported

~15 min

Avg. setup time saved

Typical workflow

01 Upload. Manuals, schedules, brand documentation — indexed in minutes with chunking tuned for the vertical.

02 Tuning. Your reviewer validates the most-asked questions and the team tunes hybrid retrieval on the first-run false positives.

03 Deploy. Web widget, mobile or voice — whichever channel your customers already use. SSO to your CRM, CSV log export.

04 Iterate. Dashboard surfaces unanswered questions. Add a manual → indexed in 4-8 minutes → live.

Frequently asked questions

How quickly can we go live for consumer electronics?

It depends. You can be live in minutes — upload a few PDFs and you already get meaningful value. Timelines extend only when you want to connect more of your infrastructure (CRM, ticketing, knowledge base, voice channel, SSO).

How is data isolated between customers?

Per-tenant database + per-tenant retrieval scope. No training on customer data. DPA + sub-processor list public.

Languages supported?

Eight by default — English, German, Italian, French, Spanish, Dutch, Polish, Portuguese. More on request.

Can we integrate with our CRM / ticketing system?

Yes — bi-directional webhook to Salesforce, HubSpot, Zendesk, Freshdesk, Jira Service Management, Intercom, or any HTTP endpoint.

Concepts that matter here

Glossary

Hybrid retrieval

Semantic search + keyword search, combined and reranked. The helpcode default.

Glossary

Attribution

Tracking the source (document, paragraph) of an AI answer.

Glossary

Reranker

A secondary model that reorders retrieval results for relevance.

Related industries

Electrical appliances

Self-service troubleshooting with QR codes on each unit — from coffee machines to washing machines. Guides, error code resolution, spare parts identification.

Home appliances

Washing machines, ovens, dishwashers — guided fault isolation before a technician is dispatched.

Smart home

Pairing flows, network diagnostics, firmware updates and integration troubleshooting.