AI Consulting

Functional Overview

Chinasoft International AI Consulting is built on the core philosophy of "scenarios as the core, mindset as the soul". Through an integrated service architecture of AI light consulting + AI BootCamp + allmeta Enterprise Intelligent Operating System + FDE on-site delivery, we provide full-lifecycle services covering "top-level strategic planning → high-value scenario identification → MVP rapid validation → production-grade system deployment → continuous operational evolution".

Customer Pain Points

  • Computing power without output — Enterprises invest heavily in computing resources, but the value realization of AI is shifting from "whether you have computing power" to "whether you know how to use it"; computing power is difficult to translate into measurable business outcomes.
  • Scenarios are vague and hard to land — Enterprises have enthusiasm for AI but cannot articulate clear requirements, unsure what specific problems AI can solve; AI applications remain at the "single-point trial" stage and struggle to grow into "towering trees" that support core business.
  • Organization cannot catch up — Review of more than 300 projects reveals that 70% of AI project failures are not rooted in technology; the real challenge is how to deeply integrate AI capabilities into the client's existing business processes and organizational collaboration mechanisms.
  • Data and system silos — Enterprise data is scattered across different departments and systems, and business processes involve cross-department collaboration; relying solely on technical teams makes it difficult to bridge data chains and process breakpoints.

Solution Advantages

  • Consulting-landing technology base allmeta: Already deployed in scenarios such as power dispatching, recruitment automation, and expense reimbursement; adaptable to mainstream large models at home and abroad, driving enterprise AI from "able to answer" to "able to execute", from "intelligent Q&A" to "intelligent operations", and from "model capability" to "business execution capability".
  • allmeta Ontology significantly reduces engineering costs of AI-native migration: Ontology generation and runtime are both AI-driven, treating Agents as code, greatly reducing the engineering cost for enterprises migrating from traditional systems to AI-native systems.
  • Symbiotic consultants on-site delivery: A "golden triangle" team of business experts, technical experts, and organizational change experts goes deep into the enterprise site, transforming fragmented industry tacit knowledge into machine-readable ontology rules.
  • Six-step application development methodology: Through "consulting introduction, planning and design, prototype validation, model fine-tuning, application integration, deployment and operations", providing full-cycle services from concept to deployment.
  • "Leading consulting + joint co-creation" service model: Deeply participating in the client's core processes, jointly identifying high-value scenarios, and being accountable for measurable business results.

Architecture Diagram

Architecture Diagram