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contact@collect.vn
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We co-create

AI Automation, Solutions & Integrations

Do you really need it?

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Why this is worth investing in

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/01

Opportunity & Risk

We identify the recurring work, decisions, and constraints around the opportunity. The goal is to understand where AI could help and where human judgment must remain explicit.

Deliverables may include, but are not limited to:

  • Workflow and task audit
  • Stakeholder interviews
  • Opportunity and risk map
  • Data and privacy considerations
  • AI solution brief

Anything else? Feel free to reach out to us

agency@collect.vn
/02

Workflow & Data

We shape the process, information, roles, and boundaries the solution will depend on. Clear inputs and responsibilities create a better basis for evaluation.

Deliverables may include, but are not limited to:

  • Future-state workflow
  • Data and source inventory
  • Role and approval model
  • Prompt or logic principles
  • Success criteria
/03

Prototype & Evaluate

We test the solution against realistic tasks and edge cases before deciding how far it should go. Evaluation looks at usefulness, limitations, and the quality of the handoff to people.

Deliverables may include, but are not limited to:

  • Solution prototype
  • Test scenarios
  • Evaluation framework
  • Human review points
  • Iteration recommendations
/04

Deploy & Govern

We prepare the solution for the people and systems responsible for it after launch. Monitoring and review make it possible to improve without losing accountability.

Deliverables may include, but are not limited to:

  • Implementation requirements
  • Governance framework
  • Monitoring and escalation plan
  • Team enablement
  • Evolution roadmap

See what else we do and what might be right for you.

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