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SuGuang, Silicon-Based Co-Creation Guide

SERVICES / FDE

Turning business problems into runnable systems.

We are a custom enterprise service team, not selling a generic AI account. We combine diagnostic, development, integration, and operation capabilities based on business goals, data conditions, and existing systems.

Choose a service directionLearn how to co-build

Choose a starting point based on your current bottleneck

You don't need to decide on a model, tech stack, or whether blockchain is required first. First, determine which stage your business is in.

Not sure what to prioritize

Start with a diagnosis. Pick the three processes that take the most time or are most error-prone, the roles involved, and existing business metrics to first confirm a problem worth solving.

Have a demo but can't connect it to real work

Start with system co-building. Inventory login permissions, data interfaces, manual approval points, and exception paths to turn the demo into a complete task chain.

Already live, but results are unstable

Start with operations and governance. Sort out failure samples, delays, usage, costs and complaints, and establish evaluation thresholds and daily responsible persons.

Need space or brand experience

Start with one user task path. First verify target devices, interaction actions and content update methods, then add scenarios, roles and visual details.

Clear handover points at each stage

Agree on goals, deliverables, dependencies and acceptance evidence before start. Scope changes are recorded for their impact on time, resources and acceptance.

Provided by client

Business owners, representative samples, authorized test access to necessary systems, content and data owners, and real users who can participate in acceptance. Do not submit passwords, keys or unauthorized personal data in initial consultation.

We deliver

Deliver solutions, runnable systems, configurations or code, test records, operation instructions and handover training per confirmed scope; third-party software, cloud resources and model fees are explained separately.

Joint acceptance

First record the current baseline, then verify correctness, task completion, permissions and failure handling using agreed samples. Acceptance thresholds are set by scenario, not replaced by a unified accuracy promise.

Common questions before service cooperation

See the FAQ page for full question details.

Can I build only one module?

Yes. You can choose diagnostics, knowledge base, digital human, spatial prototype, or existing system governance only. Dependencies and exclusions for this phase will be clarified before starting.

Can it be deployed privately?

Private, cloud, or hybrid deployment can be assessed based on data, network, performance, and budget conditions. Hardware capacity, model licenses, and external service limitations need actual verification.

What should I prepare for project evaluation?

We need to confirm business goals, number of users and roles, data and interface conditions, target devices, delivery scope, and time constraints. If information is insufficient, we will first clarify the scope and will not provide fixed commitments without conditions.

From business systems to knowledge and review

Growth systems connect data, processes and reports; knowledge centers keep checklists, standards and technical judgments.

Growth and operations systems

Connect acquisition channels, attribution, orders and periodic operations reports.

View scenario blueprint

System delivery and talent development can be completed in one project

When you need more than outsourced development, enterprise engineers can participate in real blueprints, implementation, evaluation, launch and handover.

Enterprise FDE development

View six-dimensional capabilities, development paths, project outputs and capability self-assessment.

Learn about FDE training

Business AI Workspace

View delivery boundaries of six types of actionable workbenches and cross-system workflows.

View Workspace Solutions
Lixing, FDE Pre-Deployment Engineering

Describe a problem you most want to solve

After submission, it enters the project requirements center. We first understand the current situation and goals, then jointly determine the appropriate service combination.