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Enterprise management & export trade

Pre-review of investment proposals for state-owned groups, an end-to-end stack for export factories, and AI training any organisation can start with.

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AI pre-review of investment proposals

Deliverable

Checks investment proposals for completeness, accuracy, cross-sheet consistency, business sense and policy compliance before submission.

The problem
Proposals bounce back again and again, and headquarters reviewers are overloaded.
Who it's for
Investment management at state-owned and group enterprises
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Item-by-item checks against a standard template, pinned to the cell with the reason
  • Submitters resolve each item; revised uploads are re-reviewed automatically
  • Shows “pre-review passed” only after a reviewer confirms
  • Execution tracking and post-evaluation reminders

End-to-end AI for export factories

Deliverable

One foundation from lead generation, enquiries and orders through to the shop floor, purchasing and management.

The problem
Paid marketplace leads are expensive; enquiries get slow replies; shop-floor reporting and piece-rate pay are manual.
Who it's for
B2B export manufacturers
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Own website plus AI buyer prospecting, with prompt multilingual replies
  • Quotes computed by a rules engine, fully traceable
  • Barcode work reporting with automatic piece-rate pay
  • Daily management dashboard for the owner

AI training

Deliverable

AI strategy for leadership, hands-on courses for each role and coaching for in-house AI leads — so the organisation can use and govern AI itself.

The problem
AI tools get bought but not used; there's no one inside who knows both the business and AI.
Who it's for
Companies and public bodies in any sector
Delivery
On site or online
What it does
  • AI strategy programme for leadership
  • Hands-on classes for business and office roles, using your own material
  • Coaching for in-house AI leads
  • Course materials, prompt template library and playbooks delivered

Start with a half-day workshop

Your business owner and IT lead join us to pin down 1–3 candidate use cases and their success metrics.

Book a use-case workshop
  1. 1

    Use-case workshop

    Half a day, on site or online

    • Business owner and IT lead attend
    • Map 1–3 candidate use cases and the state of the data
    • Output: use-case list and draft success metrics
  2. 2

    PoC proposal

    Within a week of the workshop

    • Data and system boundaries, evaluation-set design
    • Milestones, commitments on both sides, acceptance bar
    • Output: a PoC proposal ready to sign
  3. 3

    Run the PoC

    2–4 weeks

    • Your real material, in a private or demo environment
    • Weekly check-ins with visible metrics
    • Output: evaluation report and launch plan