// KUALA LUMPUR, MALAYSIA

AI ENGINEERING
BUILT TO LAST

Vindara works with engineering and creative teams to build, deploy, and sustain AI systems that fit your operations — from automated testing to image generation and beyond.

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+60 3-6247 1893

[email protected]

Damansara Heights, KL

// WHAT WE DO

THREE CORE SERVICES

Automated Testing with AI

Intelligent test generation that learns from your codebase to identify high-risk paths, generate cases, and streamline regression cycles — integrated directly into your CI/CD pipeline.

ML-driven test prioritisation
CI/CD pipeline integration
Defect pattern model updates

RM 3,000 • 8 weeks Enquire

Image Generation Pipeline

Setup and fine-tuning of generative image models shaped to your brand — product visuals, marketing assets, or design prototypes — deployed as an internal creative tool your team can use safely.

Brand-style training
Internal tool deployment
Usage guidelines included

RM 3,600 • 8 weeks Enquire

AI Operations Support

Retainer-based care for your live AI systems — monitoring, incident response, periodic performance reviews, and minor improvements, so your deployed tools stay healthy without an in-house MLOps team.

Live system monitoring
Incident response SLA
3 or 6-month retainers

RM 1,800/mo • Retainer Enquire

// WHY VINDARA

WHAT SETS US APART

Engineering-First Approach

Every engagement is grounded in solid engineering principles, not demo-ready prototypes. We build systems that hold up under real operational conditions.

Scoped & Transparent

Fixed-scope engagements with clear deliverables and timelines. You know what you're getting before any work begins — no ambiguous billing surprises.

Locally Present

Based in Kuala Lumpur. We work with Malaysian companies and understand the local technology landscape, compliance environment, and team culture.

Practical, Not Theoretical

We focus on AI that fits into existing workflows and teams — not technology for technology's sake. Solutions are designed around your current stack and processes.

Responsible AI Practices

Data handling, usage guidelines, and model governance are part of every delivery — not afterthoughts. We take the integrity of AI systems seriously.

Ongoing Support Options

Project-based work doesn't have to mean disappearing after delivery. Our AI Operations retainer keeps your systems maintained and performing well over time.

// NEXT STEP

READY TO BUILD SOMETHING SOLID?

Whether you have a clear brief or are still exploring what AI could do for your team, we're glad to have a considered conversation about where to begin.

Request Information

+60 3-6247 1893 [email protected]

// COMMON QUESTIONS

FREQUENTLY ASKED

What types of teams benefit from AI automated testing?

Engineering teams that maintain growing codebases with limited QA bandwidth find the most value. It works well when there are established CI/CD pipelines and the team wants coverage improvement without proportional manual effort — typically from mid-size product teams upward.

How does the image generation service handle our brand assets?

We fine-tune a generative model on a curated set of your existing visual assets — logos, colour palettes, product photography — so outputs stay within your brand identity. The trained model is deployed as an internal tool, and we provide usage guidelines to help your team use it appropriately.

What does AI Operations Support actually cover on a monthly basis?

Monthly coverage includes system health monitoring, incident response when issues arise, one scheduled performance review, and minor enhancements such as prompt adjustments or threshold tuning. It's designed for organisations that have already deployed AI systems and want professional attention without hiring a full MLOps function.

Do we need to have existing AI infrastructure before engaging Vindara?

Not at all. Our project-based services — testing automation and image pipelines — build from your existing codebase or assets. You don't need AI infrastructure in place beforehand. The AI Operations Support retainer, on the other hand, does assume you have a deployed AI system that needs ongoing care.

How are the 8-week project engagements structured?

We typically divide engagements into discovery and scoping (week 1–2), development and integration (weeks 3–6), and review and handover (weeks 7–8). Milestones are agreed at the outset so you have a clear picture of progress throughout. We schedule regular check-ins with your team to keep alignment close.

How is our data handled during an engagement?

Data handling is governed by a mutual confidentiality agreement signed before any work begins. We only access the data necessary for the engagement, store it securely during the project, and return or delete it at completion per your instructions. We're happy to work within your existing data governance policies.

// LOCATION

FIND US IN KUALA LUMPUR

8 Jalan Semantan, Damansara Heights, 50490 Kuala Lumpur

// GET IN TOUCH

CONTACT VINDARA

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