Wrenth
AI intelligence background

Kuala Lumpur · AI Services

Thoughtful AI for
Organisations That Value Data

Wrenth builds practical AI systems — from structured document extraction to content moderation and data strategy — designed around how your team actually works.

What We Build

Three Focused AI Services

Each engagement is scoped, deliverable-driven, and aligned with your existing workflows. We work alongside your team — not instead of it.

Document table extraction

Table Extraction

Accurate identification and extraction of tabular data from PDFs, scanned images, and complex documents into structured spreadsheet or database formats — covering layout detection, cell segmentation, and output mapping.

  • Finance, research & operations ready
  • Handles mixed PDF and scanned inputs
  • 6-week engagement · RM 2,200
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AI content moderation

Content Moderation

Automated review systems for text, images, and video that flag content violating your platform policies. Includes category taxonomy design, model training on your definitions, and human-in-the-loop workflow setup.

  • Platforms with user-generated content
  • Custom taxonomy to your policies
  • 8-week engagement · RM 3,400
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Data strategy for AI

Data Strategy for AI

A consulting engagement that builds a comprehensive data strategy aligned with your AI ambitions — covering inventory assessment, quality improvement priorities, governance recommendations, and infrastructure roadmap.

  • For organisations planning AI adoption
  • Clear, actionable data roadmap
  • 4-week engagement · RM 1,200
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Why Teams Choose Wrenth

Practical AI Without the Overhead

No large retainers, no broad promises — just focused engagements with clear deliverables and honest communication throughout.

Scoped Engagements

Fixed timelines and well-defined deliverables mean you know what to expect and when — without open-ended commitments.

Built Around Your Data

Every system is trained and configured on your actual documents and policies, not generic datasets that don't reflect your context.

Human-in-the-Loop Ready

AI systems that include clear handoff points for your team — so people remain in control of the decisions that matter most.

Documentation Included

Every engagement ends with clear documentation that your team can follow, maintain, and build on independently.

Local Presence, MY Context

Based in Kuala Lumpur — we understand the operational and compliance landscape that Malaysian organisations navigate.

Transparent Pricing

Flat-fee engagements with no hidden costs. You see the full scope and price before any work begins.

Ready to Move Forward?

Let's Talk About What You're Working With

Whether you have a specific use case or you're still exploring how AI fits into your plans, a short conversation is often the clearest starting point.

Common Questions

Things People Usually Ask

What kinds of organisations does Wrenth typically work with?
We work with mid-sized Malaysian organisations — typically in finance, media, e-commerce, and professional services — that are beginning to formalise their data and AI practices. A common thread is teams that have valuable data but haven't yet built the systems to use it well.
Do we need to prepare anything before an engagement starts?
For table extraction and content moderation, it helps to have sample documents or a short policy document ready. For data strategy, a general sense of your current data landscape is a useful starting point. We guide you through the specifics during onboarding, so nothing needs to be fully polished before we begin.
How are engagements structured and billed?
Each service has a fixed-fee structure with a defined scope and timeline. We typically split billing into two stages — an initial deposit at the start and a final payment on delivery. This keeps things straightforward and predictable on both sides.
What do we receive at the end of a project?
Depending on the service: a working extraction pipeline with integration documentation, a configured moderation system with workflow guides, or a structured data strategy document with prioritised recommendations. All deliverables are written for your team to understand and work with independently.
Is my organisation's data kept confidential during the process?
Yes. We sign a mutual NDA before any data is shared. Sample documents and datasets are used solely for the purposes of the engagement and are not retained or used for any other purpose after the project concludes.
Can we run more than one engagement at the same time?
In most cases, yes — particularly if the projects are for different teams or business units. We'll discuss capacity and sequencing during an initial call to make sure each engagement gets the attention it deserves.

Where We Are

Our Location

6 Jalan Ceylon, 50200 Kuala Lumpur, Malaysia

Get in Touch

We'd Like to Hear From You

Use the form or reach out directly — whichever feels more comfortable.

Contact Details

Office Address

6 Jalan Ceylon
50200 Kuala Lumpur
Malaysia

Working Hours

Monday – Friday: 9:00 AM – 6:00 PM

Saturday: 10:00 AM – 1:00 PM

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