AI-Native Development

From User Stories to Production
AI-Accelerated Delivery

We turn product requirements into production-ready systems using AI-driven engineering.

Faster Delivery · Higher Code Quality · Lower Total Cost

AI-Driven Lifecycle.

Once main flows are defined, our AI generates documentation, code, and tests in parallel — accelerating delivery without sacrificing quality.

Step 01A

Raw Inputs

AI structures raw inputs into clear, contradiction-free product requirements.

Step 01B

Legacy Code

Preserve and extend existing codebase for refresh projects.

Phase 02 — The Core

Main Flows

User journeys and system flows become the single source of truth.

Single Source of Truth
02A
AI Generate
02B
AI Review
02C
Human Review
Parallel AI Generation
Phase 03

Function Docs

03A
AI Generate
03B
AI Review
03C
Human Review
Phase 04

Technical Docs

04A
AI Generate
04B
AI Review
04C
Human Review
Phase 05

Code

05A
AI Generate
05B
AI Review
05C
Human Review
Phase 06

Tests

06A
AI Generate
06B
AI Review
06C
Human Review
Phase 07

CI/CD

Code and tests deployed through automated pipelines with quality gates.

07A
AI Generate
07B
AI Review
07C
Human Review

AI-Driven Maintenance.

From ticket to resolution — AI analyzes, diagnoses, and accelerates your support workflow.

Phase M1

Ticket Logged

Reporter submits issue to the ticket system.

Phase M2 — The Core

AI Triage

AI analyzes ticket against the codebase, classifies, and documents findings.

Intelligent Analysis
M2A
Check Info Sufficiency
M2B
Classify: Bug vs Data
M2C
Document: Cause, Solution, Impact
Phase M3

BA Review

Business Analyst confirms AI findings and approves solution approach.

AI Implementation
Phase M4

Code Fix

M4A
AI Generate
M4B
AI Review
Phase M5

Test Suite

M5A
AI Generate
M5B
AI Review
Phase M6

Human Verify

Developer reviews and verifies the AI-generated fix.

Phase M7

Deploy to Prod

Fix deployed through CI/CD pipeline to production.

Phase M8

User Confirms

Reporter validates that the fix resolves their issue.

Phase M9 — Resolution

Close Ticket

AI updates ticket status to RESOLVED.

Resolved
URA
Government & Infrastructure

URA Car Parks
E-Services.

The digital backbone of Singapore’s parking management. We engineered the platform for Season Parking and Enforcement Appeals.

High-Vol
Transactions
Critical
Citizen Service
Container Depot Assoc.

CDAS Ecosystem

National platform digitizing payments and CTR fleet tracking for Singapore’s logistics.

LogisticsFintech
ComfortDelGro

Zig Super-App

Mobility platform merging taxi booking, food discovery, and loyalty rewards.

ConsumerE-Commerce
PRIMA Network

DSP / Rintis Network

Indonesian payment network transformation, consumer e-wallet, and high-traffic kiosks.

FintechRegional
Singapore Pools

Live Sports Streaming

High-security application for live sports streaming with strict OAuth 2.0 compliance.

MediaSecurity
EZ-Link

The Trust Programme

Consumer protection platform for spa package redemptions integrated with digital wallets.

FintechB2B2C
So Drama! Ent.

Camokakis Radio

Interactive social radio app with live lyrics, contests, and real-time streaming.

MediaSocial
Singapore Pools

eBetslip Mobile

Digital bet formulation system with complex lottery rules and native QR integration.

FintechConsumer
ST Engineering

Taxi Sharjah

International taxi booking and trip tracking system for Sharjah Roads & Transport Authority.

GlobalMobility
SG Enable

Carelendar Portal

Single touchpoint event management and calendar system for caregivers in Singapore.

GovernmentSocial
Yayasan Mendaki

Tutor Briefing Portal

Digitized recruitment and e-briefing portal with automated test marking and e-contracts.

EducationE-Service
MINDEF / ST Land

3D VR Training

Multi-user virtual reality simulations for complex task-based training and role play.

IndustrialAR/VR
ST Logistics

AR Smart Glass

Warehouse stock picking prototype using indoor navigation and augmented reality glasses.

LogisticsAR/VR
ST Engineering

Electronic Manuals

Digital manual platform for Singapore Army with parts catalogues and diagnostic modules.

DefenseIndustrial
MGG Internal

ABATA AI Learning

AI-powered language learning app using OCR, Speech-to-Text, and Object Recognition.

AIEducation
Donorbox

Donorbox Portal

Live-event donation platform featuring appreciation screens and cloud reporting.

SocialPayments

Start a
Revolution.

Specializing in turning complex industrial requirements into elegant digital realities.

Singapore HQ
71 Ubi Road 1, #06-44, 408732

Briefing Inquiry.