Business AI implementation
Turn an AI plan into a working process
Define the data, workflow and acceptance criteria around cost and revenue goals. Use a pilot to assess processing time, output quality and business value before training and handover.
- 01
Discovery
Review the current workflow, responsibilities and goals, then select a clearly scoped task.
DeliverableProblem list and pilot scope - 02
Design & build
Prepare knowledge and data, design the agent workflow and connect tools where practical.
DeliverableImplementation plan and working prototype - 03
Pilot & validate
Run a limited pilot and record output quality, processing time, employee feedback and exceptions.
DeliverablePilot records and improvement list - 04
Train & hand over
Provide operating instructions, maintenance guidance and application materials, and agree on ongoing support.
DeliverableOperating guide, maintenance checklist and training
Agree on three things before starting
- Which task to improve and who will approve the results.
- Which materials, systems and interfaces are available.
- The pilot scope, acceptance criteria and maintenance arrangements.
Validate before expanding
Timelines and fees are assessed against the actual scope. Demo results are not a promise of performance in your business environment.
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Training, AI agents or implementation
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For Vietnamese and Chinese businesses in Vietnam