Client Success Stories

Real implementations, measured outcomes, and honest feedback from organizations that have worked with us across various sectors in Thailand.

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Client Success

What Our Clients Say

PS

Pim Sukhum

Operations Director, Bangkok

The readiness evaluation gave us clarity we didn't expect. Rather than pushing immediate implementation, the team identified three infrastructure improvements we needed first. We made those changes over six months, then returned for model development. That measured approach saved us from what would have been a costly false start.

January 8, 2026

NK

Narong Khao

Technical Lead, Finance Sector

Documentation quality exceeded expectations. Every decision in the model development process was explained clearly enough that our internal team could maintain and evolve the solution. The two refinement rounds incorporated our feedback effectively, and the final model performed within predicted parameters.

January 15, 2026

WT

Wanida Tancharoen

CTO, Logistics Company

The deployment service included infrastructure setup that integrated seamlessly with our existing systems. Monitoring dashboards provide the visibility we need, and the knowledge transfer sessions equipped our team to handle ongoing maintenance. Four weeks of post-deployment support smoothed the transition considerably.

December 28, 2025

SC

Somchai Chaiyaporn

Product Manager, Retail

Communication throughout the project was straightforward. Technical concepts were explained in terms that made sense for our business context. Weekly updates kept everyone aligned, and there were no surprises at milestone reviews. The timeline estimate proved accurate within a week.

January 19, 2026

AT

Apinya Thammasak

Data Analyst, Healthcare

The team took time to understand our specific constraints and regulatory requirements. Rather than applying a standard approach, they adapted methodology to fit our compliance framework. The validation process was thorough, with attention to edge cases that could cause issues in production.

January 3, 2026

KP

Kamon Prachaya

Managing Director, Manufacturing

We appreciated the honest assessment during initial conversations. When asked about a particularly ambitious timeline, the team explained why it wouldn't be realistic given our data maturity. They proposed an alternative phased approach that delivered initial value sooner while building toward the original goal.

January 24, 2026

Case Studies

Supply Chain Optimization

LOGISTICS | 10 WEEKS

A mid-sized logistics provider needed to optimize delivery routing across Bangkok's unpredictable traffic patterns. Existing manual planning was consuming excessive staff time while producing suboptimal routes.

Solution Approach

Custom model development combining historical traffic data, real-time updates, and operational constraints. The system generates optimized routes considering vehicle capacity, delivery windows, and traffic predictions.

Training on 18 months of delivery data
Integration with existing dispatch system
Dashboard for dispatcher decision support

Measured Outcomes

23% reduction

Average delivery time

31% decrease

Fuel consumption per delivery

12 hrs saved weekly

Planning time for dispatch team

Customer Behavior Analysis

RETAIL | 8 WEEKS

A retail chain wanted to understand purchase patterns across their Bangkok locations to inform inventory decisions and promotional strategies. Manual analysis was missing subtle patterns in customer behavior.

Solution Approach

Custom segmentation model identifying distinct customer groups based on purchase history, timing, and basket composition. Deployed as an API integrated with the inventory management system.

Analysis of 2.4 million transactions
Seven distinct customer segments identified
Automated reporting dashboard for managers

Measured Outcomes

18% improvement

Inventory turnover rate

27% increase

Promotional campaign effectiveness

14% reduction

Stock-out incidents

Document Processing Automation

FINANCE | 12 WEEKS

A financial services firm was manually processing thousands of loan applications monthly. The review process was time-consuming and inconsistent, creating bottlenecks during peak periods.

Solution Approach

Full deployment including document classification, information extraction, and preliminary risk assessment. The system flags applications requiring manual review while auto-processing straightforward cases.

Trained on 45,000 historical applications
Production deployment with monitoring
Four weeks post-deployment support

Measured Outcomes

67% reduction

Average processing time

89% accuracy rate

Information extraction

42% increase

Application throughput

By the Numbers

37
Projects Completed

Across eight industry sectors in Thailand

92%
Client Satisfaction

Based on post-project surveys

4.7
Average Rating

From client feedback assessments

28
Repeat Engagements

Clients returning for additional projects

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