Our AI Solutions
Three focused service areas, each built around practical outcomes and long-term value for your organisation.
Back to HomeHow We Approach Every Project
Discovery
We listen, understand your context, and define what success looks like.
Design
Architecture, data pipeline design, and model selection tailored to your needs.
Build & Test
Iterative development with regular checkpoints and thorough testing.
Deliver & Support
Handover, documentation, team training, and optional ongoing support.
AI Audio & Speech Analytics
This service builds systems that extract meaningful information from audio content — call recordings, meetings, podcasts, or broadcast media. Capabilities include transcription, speaker identification, topic extraction, emotion detection, and compliance keyword monitoring.
We configure the analysis pipeline for your specific audio types and business context, with output formats tailored to your team's workflow.
Key Deliverables
- Custom audio processing pipeline
- Analysis dashboards with configurable views
- API for integration with existing systems
- Operational documentation and training
Process
- Audio data assessment and pipeline scoping
- Model selection and configuration for your audio types
- Pipeline development with iterative testing
- Dashboard and API integration
- Handover and team training
Recommendation System Architecture
A service that designs and builds recommendation engines for your digital platforms — suggesting products, content, connections, or actions based on user behaviour and preference patterns. We architect the system with a hybrid approach combining collaborative filtering and content-based methods, tuned to your specific domain.
The implementation includes real-time and batch processing capabilities, with A/B testing infrastructure to measure impact.
Key Deliverables
- Complete recommendation engine
- API documentation and integration support
- Performance metrics dashboard
- Optimization guide for ongoing tuning
Process
- User behaviour and data landscape analysis
- Algorithm selection and hybrid architecture design
- Engine development with A/B testing setup
- Performance benchmarking and refinement
- Deployment, documentation, and training
AI Model Explainability Service
This offering focuses on making your existing AI models more transparent and interpretable — essential for building stakeholder trust and meeting regulatory expectations. We apply explainability techniques (SHAP, LIME, feature importance analysis) to your deployed models and create interpretation layers that translate model decisions into understandable narratives.
A thoughtful addition for organisations that value transparency in their AI-driven decisions.
Key Deliverables
- Explainability dashboards for stakeholders
- Per-decision explanation APIs
- Non-technical stakeholder documentation
- Compliance-ready model card
Process
- Existing model audit and explainability assessment
- Technique selection (SHAP, LIME, feature analysis)
- Interpretation layer development
- Dashboard and API creation
- Model card documentation and training
Solutions at a Glance
| Feature | Audio Analytics | Recommendations | Explainability |
|---|---|---|---|
| Custom Pipeline | |||
| API Integration | |||
| Dashboards | |||
| A/B Testing | |||
| Compliance Model Card | |||
| Real-time Processing | |||
| Price | RM 6,500 | RM 5,800 | RM 3,600 |
| Best For | Organisations with valuable audio data | Platforms wanting to surface relevant content | Teams needing transparent AI decisions |
Technical Standards Across All Solutions
Data Security
Encryption at rest and in transit, role-based access controls, and audit logging. PDPA compliance as baseline.
Performance Monitoring
All solutions include monitoring infrastructure and performance metrics dashboards for ongoing visibility.
Full Documentation
Comprehensive operational docs, API references, model cards, and handover materials with every delivery.
Transparent Project Pricing
Audio Analytics
- Processing pipeline
- Analysis dashboards
- API integration
- Documentation & training
Recommendations
- Recommendation engine
- A/B testing infrastructure
- Performance dashboard
- Optimization guide
Explainability
- Explainability dashboards
- Per-decision explanation API
- Stakeholder documentation
- Compliance model card
Not Sure Which Solution Fits?
That's perfectly fine. Let's have a conversation about your goals and data landscape. We'll help you work out which approach makes the most sense for your situation.
Book a Conversation