Three Services, One Team, Clear Scope
Each service is designed to address a specific AI integration challenge that Malaysian organisations commonly face. They can be engaged separately or in sequence.
← Back to HomeHow We Deliver
Our methodology is consistent across all services — collaborative, documented, and oriented toward leaving your team more capable than before.
Discovery
Understand your context, team, and infrastructure before recommending anything.
Scoping
Agree in writing on deliverables, timelines, benchmarks, and data handling.
Delivery
Build or train with regular check-ins and visible progress throughout.
Handover
Measure against agreed benchmarks, document, and train your team.
RM 820
Starting Price
4–8 wks
Typical Duration
Speech Recognition Integration
Implementation support for embedding speech recognition capabilities into your business applications. Use cases include meeting transcription systems, voice-activated search within internal tools, customer call analysis pipelines, and accessibility features for digital products. We cover platform evaluation, acoustic model customisation for local accents and terminology, API integration, and accuracy benchmarking against your specific use case.
Key Benefits
- Platform-agnostic evaluation across leading speech APIs
- Acoustic model tuning for Bahasa Malaysia and Manglish
- Integration with existing business applications and workflows
- Defined accuracy benchmarks measured before handover
- Team documentation so your staff can manage the system
Process Steps
- 1.
Scoping session to understand application type, language requirements, and accuracy expectations
- 2.
Platform evaluation and recommendation based on your use case and data privacy requirements
- 3.
Acoustic model customisation and vocabulary/terminology configuration
- 4.
API integration into your application and end-to-end testing
- 5.
Accuracy benchmark reporting and team handover with documentation
AI Project Management Foundations
A structured training programme for project managers and team leads overseeing AI initiatives who are doing so for the first time. The curriculum covers the full AI project lifecycle — from defining the problem correctly, through data requirements and vendor evaluation, to sprint planning for ML workflows and communicating progress with non-technical stakeholders. Participants leave with practical templates and frameworks they can apply immediately.
Key Benefits
- Designed specifically for non-technical project managers
- Practical templates usable in your next AI project
- Malaysian business context throughout examples
- HRDC claimable for eligible organisations
- Small group cohorts to enable real discussion and case sharing
Programme Structure
- D1
AI project lifecycle, problem framing, and data requirements
- D2
Vendor evaluation, sprint planning for ML, and risk management
- D3
Stakeholder communication, reporting frameworks, and practical workshop
RM 2,150
Per Person
3 Days
Programme Length
RM 3,700
Starting Price
3–5 mo
Typical Duration
Knowledge Graph Development
Consulting and technical support for building enterprise knowledge graphs that organise and connect your organisation's information assets. The engagement covers ontology design, data mapping, entity extraction, relationship modelling, and query interface development. The output is a connected information architecture that enables more intelligent search, recommendation, and decision support across your organisation.
Key Benefits
- Structured ontology design aligned to your domain
- Entity extraction from existing documentation and databases
- Relationship modelling that reflects how your organisation actually thinks
- Query interface for non-technical staff to access the graph
- Full documentation and internal team training included
Process Steps
- 1.
Discovery and information asset inventory
- 2.
Ontology design and stakeholder review
- 3.
Data mapping, entity extraction, and graph population
- 4.
Query interface development and integration testing
- 5.
Documentation, staff training, and handover
Which Service Is Right for You?
Use this matrix to understand which service fits your current situation. Many organisations start with one and expand into others.
| Feature | Speech Recognition | AI PM Training | Knowledge Graph |
|---|---|---|---|
| Best for | IT / Dev teams adding voice features | Project managers new to AI | Data / knowledge management teams |
| Timeframe | 4–8 weeks | 3 days | 3–5 months |
| Starting Price (RM) | 820 | 2,150 | 3,700 |
| Local Accent Support | — | — | |
| Training Included | |||
| PDPA-Aware Design | — | ||
| No In-House AI Team Required |
Technical & Professional Standards Across All Services
Data Privacy
PDPA-aware architecture in all technical work. Data handling responsibilities documented before engagement starts.
Documentation
All integrations and programmes are fully documented for the teams who will manage them going forward.
Benchmarking
Success criteria agreed before work begins. Results measured against benchmarks at handover.
Collaborative Delivery
Regular check-ins and client involvement throughout. No surprise reports at the end of a long silence.
Not Sure Which to Start With?
Reach out and we'll have an honest conversation about which service makes the most sense given your current situation and priorities.
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