Xinhoo | AI product development & delivery
Let AI solve real problems.Open new possibilities.
We connect intelligent devices, software and AI through our shared technology and product practice, helping businesses develop products that can be validated and evolved.




Start by listening to the person.
Technology grows from real product problems.

Help a child begin for themselves.
The device offers a suitable cue, AI gives specific feedback, and caregivers set boundaries. That experience shapes the product and system responsibilities.
Explore the development practiceA shared foundation for different product experiences.

Help a product listen and respond appropriately.
Multiple model services are connected; voice and model combinations are selected for the product.
- Speech recognition
- Model & context
- Voice & character
- Device response
Build continuity with clear boundaries.
Long-term memory, continuity across devices and complete deletion propagation remain ongoing development areas.
- Permitted information
- Context
- Relevant response
Connect a request to a result that can be checked.
Receiving a request and completing it on a device are different states. Execution capabilities are scoped to each project.
- Request
- Permission
- Bounded action
- Result
Coordinate the different parts of one product.
Evaluate a specific board, firmware and software combination. A chip name does not establish whole-product validation.
- Device
- App
- Platform
ESP32 · BK7258 · Android / Linux
Make control, updates and recovery part of engineering.
Safety, privacy, cost and operational evidence inform the product lifecycle; scope is agreed per project.
- Control
- Isolation
- Updates
- Recovery
From product definition to outcomes you can examine.
Define the product
Discuss needs and assess feasibility, scenarios, functions, timing and cost.
Design & integrate
Product and structural design, with hardware, software and AI developed together.
Prototype & validate
Build prototypes, test the experience and refine it using the results.
Deliver & evolve
Supply chain, manufacturing, quality control and shipping, followed by updates and ongoing support.
Start with what you already have.
Product adoption & branding
What you bring
Brand rights, target market, channels and product needs.
What Xinhoo does
Check a suitable product base, sample availability and configuration; discuss branding and content changes.
What can be agreed
A product adoption proposal, change list, and sample or delivery conditions.
Discuss a project directly, or first explore suitable products and samples. Product availability, quantities and delivery scope are confirmed together.
Pipipt brings technology into everyday life.
Pipipt is a Xinhoo brand. Children’s growth, older-adult companionship, personal expression and ambient experiences bring different questions to our product development.
Visit Pipipt