AI App Development (Soft-Hard Integration) Pricing
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Service Positioning:Custom AI apps with software-hardware integration (devices, sensors, industrial control, voice screens, etc.). Final quote depends on real needs.
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Discount information:Includes API assessment, integration plan
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Production Cycle:From 10~40 business days
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Project price:CNY 5000+/starting (custom quote based on real needs)
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Routine Services:
Dev Quote Ref
Starting reference prices below. Hardware/software types, protocols, integration env and scope vary—final fee is quoted separately based on real needs.
| Type | Ref. Price (CNY) | Description | Use Cases |
|---|---|---|---|
| AI Capability Integration | 5000+/起 | Integrate LLM / ASR·TTS / vision into existing systems, mini-programs or apps | Software-side AI upgrade |
| Basic Soft-Hard Integration | 8000+/起 | Device data & command I/O via HTTP/MQTT/serial/Modbus with AI linkage | IoT, industrial control, smart terminals |
| Edge / On-device AI Apps | 15000+/起 | Edge boxes, IPC, voice screens—local inference / cloud-edge hybrid | Showrooms, production lines, store terminals |
| Full AI App Customization | 单独报价 | One-stop: product plan, FE/BE, device QA, admin & go-live ops | New product R&D & industry solutions |
| Note: Starting references only; final quote after confirmation. Hardware choice, protocol docs, integration rounds and on-site support affect cost. | |||
Common Integration Directions
Bridge software and hardware so AI reaches the real workplace.
| Direction | Description |
|---|---|
| Business System AI-ization | Embed chat, summarization, QA and recommendations into ERP/CRM/CS/tickets |
| Device Data Collection | Collect sensors/meters/PLC/cameras into storage for AI analysis & alerts |
| Command Control Linkage | Write AI decisions back: switch, tune, broadcast, screen display |
| Voice & Interactive Terminals | ASR/TTS and dialogue orchestration for voice screens, holography, smart speakers |
| Cloud-Edge Collaboration | Local edge processing + cloud LLM boost for latency, cost and stability |
Dev Service Description
We provide software, API integration and joint debugging; hardware purchase/on-site work can be discussed separately.
| Project | Description | Notes |
|---|---|---|
| Requirements Assessment | Assess soft/hard env, protocols, data formats and feasible path | Custom quote issued at this stage |
| API / Protocol Design | Define protocols, message schemas, retries and security | Client provides device docs / samples |
| Build & Integration | AI features, device QA, business logic & admin | Reserve joint-debug windows |
| Test & Go-live | Stability tests, edge cases, deploy & training | On-site support may be billed separately |
| Revision service | Free reasonable revisions within agreed rounds | Hardware/protocol changes need re-quote |
Service Process
| Project | Description |
|---|---|
| Requirements | Discuss goals, device list, protocol docs and existing systems |
| Provide Quotation | Custom quote: scope, integration rounds and deliverables |
| Sign Contract | Sign after plan confirm; deposit to start development |
| Build & Integration | Software build + soft-hard QA with stage demos |
| Acceptance Delivery | Accept, deploy, docs & source (as agreed) |
Required Materials
| Application Goals | Problems to solve, success criteria and use cases |
|---|---|
| Device Materials | Model, protocol docs, comms, samples or remote debug env |
| System Environment | Current architecture, API access, deploy mode (cloud/local) |
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| Security Requirements | Permissions, audit, MLPS / intranet isolation compliance |
After-Sales Service
| Tech Support | Free software troubleshooting within 1 year (excl. hardware damage) |
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| Integration Assistance | Remote joint-debug guidance within agreed scope |
| Later Expansion | New device models/protocols/modules quoted separately |
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Cost Composition
Transparent costs, fair to all, no misleading customers
