AI PROGRAMMING · LEAN STARTUPPersonal sharing by Phi Nguyen
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Business Developments

The operating model planned for Thora Vietnam: Lean Startup experiments, business development and AI automation, from coding to deployment.

THORA VIETNAM / LEAN STARTUP IN PRACTICE

From assumptions to an operating practice.

An application guide for business development and AI automation, from discovery to coding, deployment and operation. These are proposed practices and experiments, rather than claims of completed customer results.

01 / START APPLYING

Discover before building

Choose one workflow, establish a baseline, discuss the need and separate observations from assumptions.

Output: a problem brief and an experiment card.
02 / WHEN A TEST IS JUSTIFIED

Deliver a bounded pilot

Agree the outcome, scope, pricing question, reviewer, spending limit and rollback path.

Entry condition: the customer confirms the problem and agrees to a test.
03 / WHEN EVIDENCE REPEATS

Standardize before expanding

Check repeat use, buyer commitment and support effort before testing a service package or reusable component.

Entry condition: repeat value and a workable delivery approach.

Five guides, one learning loop.

Read in order or start with the decision you face. Each guide includes applied examples, a working template or a checklist.

  1. 01

    Define the offer

    Choose a customer problem, map the business assumptions and set the next test.

  2. 02

    Understand the workflow

    Interview prompts and an evidence ledger before proposing automation.

  3. 03

    Test a small pilot

    Choose an MVP, test the commercial offer and prepare a supervised deployment.

  4. 04

    Measure value and cost

    Compare the baseline, review effort, repeat use and delivery economics.

  5. 05

    Decide the next commitment

    Use a short review and decision record to continue, change or stop.

Future updates should state what was tested, the evidence, what remains uncertain and the next decision. Publish figures or results only when actual records support them.

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