Our Solutions
Three AI Services. Each Built Around Your Data.
Wrenth offers three focused services — each with a defined scope, timeline, and deliverable set. Below is a full description of what each engagement involves and who it is suited for.
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Our Methodology
Every Wrenth engagement follows a consistent process designed to reduce ambiguity and keep delivery on track from day one.
Discovery
We review your data samples, understand your infrastructure, and confirm the scope before any technical work begins.
Build
Development happens in short iterations with regular check-ins. You see progress and provide feedback throughout the engagement.
Validate
Outputs are tested against real data from your environment and reviewed by your team before sign-off.
Handover
Delivery includes the working system, documentation, and a walkthrough session with your team to ensure confident ownership.
Solution 01
Table Extraction from Documents
Building systems that accurately identify and extract tabular data from PDFs, images, and scanned documents into structured formats. The service covers layout detection, cell segmentation, and output formatting for spreadsheets or databases. Suited for finance, research, or operations teams that regularly process documents containing important tables.
Process Steps
Sample document review and layout complexity assessment
Detection model configuration and cell segmentation pipeline build
Output format integration and accuracy validation with your team
Handover with documentation and walkthrough session
Duration
6 weeks
Price
RM 2,200
Solution 02
AI-Powered Content Moderation
Implementation of automated content review systems for text, images, or video that flag inappropriate, off-topic, or policy-violating content. The service includes category taxonomy design, model training on your policy definitions, and human-in-the-loop workflow setup. Designed for platforms hosting user-generated content.
Process Steps
Policy document review and category taxonomy workshop
Model training on client-provided labelled examples and policy definitions
Human-in-the-loop workflow design and review queue integration
Performance benchmarking, calibration, and operational handover
Duration
8 weeks
Price
RM 3,400
Solution 03
Data Strategy for AI
A consulting engagement to develop a comprehensive data strategy aligned with your AI ambitions. Covers data inventory assessment, quality improvement priorities, governance recommendations, and infrastructure roadmap. Designed for organisations that recognise data as the foundation of their AI efforts and want a clear plan to strengthen it.
Process Steps
Data landscape interviews with relevant team leads
Inventory documentation and quality scoring across data assets
Strategy draft with prioritised recommendations reviewed with client
Final strategy document delivery and stakeholder presentation
Duration
4 weeks
Price
RM 1,200
Choosing Your Solution
Which Engagement Fits?
Use this overview to understand which service addresses your current situation best.
| Feature | Table Extraction | Content Moderation | Data Strategy |
|---|---|---|---|
| Best for | Finance, research & ops teams with document volume | Platforms with user content to review | Orgs planning AI adoption |
| Duration | 6 weeks | 8 weeks | 4 weeks |
| Price (RM) | 2,200 | 3,400 | 1,200 |
| Working system delivered | |||
| Strategy document included | |||
| Documentation & handover |
Not sure which fits best? Reach out — we'll help you think it through without any sales pressure.
Across All Engagements
Technical & Professional Standards
Security & Privacy
Mutual NDA before data exchange. Client data used only within the agreed scope and deleted on project close.
Performance Benchmarks
Accuracy and performance metrics agreed at scope stage. Systems are validated against agreed benchmarks before handover.
Client Support
One-business-day response during active engagements. Post-delivery check-in offered at 30 days.
PDPA Compliance Awareness
All engagements involving personal data are handled with awareness of Malaysia's Personal Data Protection Act obligations.
Version-Controlled Delivery
All code and configuration is delivered via version-controlled repositories. You own the full codebase on handover.
Knowledge Transfer
A structured walkthrough session is included in each engagement to ensure your team is confident operating the deliverable.
Ready to Explore an Engagement?
Send us a message with a brief description of what you're working with. We'll follow up with a clear picture of how we might help and what to expect.
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