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Less manual work.Better decisions.

We improve inefficient workflows and build practical automation, data, and AI systems your team can use.

30 minutes. Practical advice. No hard sell.

01The operational problem

Find the work worth improving first.

01

Reporting takes too long

02

Follow-ups depend on memory

03

Knowledge is difficult to access

04

Tools do not work together

05

You know AI could help—but not where

02Free 5-minute scorecardTurn one bottleneck into a clear starting point.

+

Question 1 of 12

8%
The same report or update is assembled manually each week or month.

How often is this true for the workflow you have in mind?

Your answers stay in this browser and are not transmitted.

03How we work

From evidence to a focused first system.

  1. 101 / 04

    Discover

    Identify the workflow creating the most delay, repeated work, or uncertainty.

  2. 202 / 04

    Define

    Agree on the users, data, scope, success measure, and delivery plan.

  3. 303 / 04

    Build

    Deliver the smallest useful system and test it with the people who will use it.

  4. 404 / 04

    Improve

    Measure the first result, then expand or support only where it adds value.

04Productized solutions

Choose the result you need first.

01A

Find the opportunity

Workflow & AI Opportunity Assessment

For businesses that know something is inefficient but need clarity before investing in implementation.

Fixed fee

15,000 THB

What is included+

We examine up to two important workflows, identify where time or information is being lost, and determine what should be improved, automated, or left manual.

You receive

  • Current-workflow summary and key bottlenecks
  • Prioritized improvement and automation opportunities
  • Recommendation on where AI is—and is not—appropriate
  • Feasibility, data, and implementation considerations
  • Phased roadmap with a recommended first project
  • Review session to discuss findings and next steps

Up to two workflows and two stakeholder interviews. The full fee is credited toward an implementation started within 30 days.

Discuss this solution
02B

Make decisions faster

AI Decision Copilots

Move from scattered data to clear, repeatable decisions.

Project scope

Scoped around your workflow

What is included+

A decision copilot brings relevant business information together, identifies what changed, and helps the right person understand what deserves attention next.

Examples

  • Sales Copilot—pipeline risks, missed follow-ups, changing customer behavior, and priority accounts
  • Marketing Copilot—consolidated performance signals and a concise view of what to review next

Less time preparing reports, faster management visibility, and more consistent follow-through.

Discuss this solution
03C

Make knowledge accessible

Internal Knowledge Systems

Give employees reliable answers without making them search through folders.

Project scope

Scoped around your workflow

What is included+

We organize approved company knowledge into a practical system that helps employees find procedures, policies, product information, and operating guidance in natural language.

Useful for

  • Helping new employees learn how the company works
  • Answering repetitive internal questions
  • Making SOPs, policies, and reference documents easier to use
  • Reducing dependency on a few experienced employees
Discuss this solution
04D

Remove manual handoffs

Custom Automation & Business Systems

Connect the steps, tools, and information that require manual coordination.

Project scope

Scoped around your workflow

What is included+

When an off-the-shelf tool cannot solve the workflow, we design and build a focused system around how your business actually operates.

Examples

  • Automated reporting and document processing
  • Lead routing and follow-up workflows
  • Approval flows and operational handoffs
  • Order, inventory, and custom web applications
Discuss this solution

05Selected work

Systems built for real business decisions.

Cody AI business intelligence dashboard showing executive insights, business metrics, and review sentiment trends
Product interfaceAI Data Analysis Copilot

System 01

AI Data Analysis Copilot

Faster access to useful analysis and less friction between a business question and the information needed to answer it.

Value

Faster access to useful analysis and less friction between a business question and the information needed to answer it.

Marketing Copilot decision brief recommending a budget shift with evidence, confidence, and expected business impact
Product interfaceMarketing Decision Engine

System 02

Marketing Decision Engine

Less time assembling weekly updates and a more consistent rhythm for marketing decisions.

Value

Less time assembling weekly updates and a more consistent rhythm for marketing decisions.

SignalWise visibility dashboard comparing brand mention share, sentiment, competitors, and citation sources
Product interfaceAEO / GEO Tracking Platform

System 03

AEO / GEO Tracking Platform

A structured way to observe an emerging discovery channel and identify changes over time.

Value

A structured way to observe an emerging discovery channel and identify changes over time.

06Why JVL

Business judgment. Technical delivery.

01

We start with the business problem

AI is one possible tool—not the objective or a predetermined answer.

02

We can diagnose and build

You do not receive a report and then need to find another team to implement it.

03

We work in focused stages

The first project is designed to prove value before a larger commitment.

04

We communicate clearly

Scope, timeline, assumptions, and responsibilities are defined before development starts.

06.2About the team

The people behind the work.

Portrait of Jett Vuttipakdee

Jett Vuttipakdee

AI & Data Strategy / Solution Development

Profile details+

Jett translates business requirements into practical AI and data solutions, connecting workflow design, analytics, and application development from initial scoping through testing and delivery.

Focus

Solution strategy, requirements, data engineering, AI systems, and full-stack development.

Portrait of Pimlapas Narongrit

Pimlapas Narongrit

Data Analytics / Solution Implementation

Profile details+

Pimlapas turns business questions and operational data into usable analysis, clear recommendations, and dependable implementation, with experience spanning analytics, research, and business reporting.

Focus

Business analysis, data analytics, reporting, implementation, and quality assurance.

07Frequently asked questions

What business owners usually ask.

01Do we need to know exactly what to build?+

No. The discovery call determines whether the problem is clear enough to scope. If several workflows, teams, or systems are involved, we may recommend starting with the paid assessment.

02Do we need AI?+

Not necessarily. If a simpler automation, reporting process, or conventional application would solve the problem more reliably, we will recommend that instead.

03Is the assessment required before every project?+

No. It is useful when the problem is broad or the correct starting point is uncertain. Clear, focused requirements can move directly into scoping and implementation.

04How much does a project cost?+

The Workflow & AI Opportunity Assessment is 15,000 THB. Focused implementations typically begin around 35,000 THB and commonly range from 35,000 to 150,000 THB, depending on workflow complexity, data readiness, integrations, and required functionality. Larger systems are quoted separately.

05How long does implementation take?+

A focused first implementation typically takes four to six weeks. Larger systems are divided into phases with a defined timeline and deliverable for each stage.

06Can you work with our existing tools and data?+

Yes. We first assess what you already use and reuse suitable systems where possible. The objective is to improve the workflow, not replace tools unnecessarily.

07What happens after delivery?+

We test the solution, provide the agreed documentation or training, and define any ongoing support required. Maintenance and optimization are optional unless the system genuinely requires them.

08How do you handle company information?+

Access is limited to what the project requires. The specific data, permissions, storage, and confidentiality arrangements are agreed before implementation.

08Free discovery call

What workflow should work better?

  • 30 minutes
  • Practical discussion
  • No obligation

Book a discovery call

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