Three Services, One Goal: Visual Intelligence That Works
From raw image assets to fully deployed vision systems — each service addresses a different stage of the AI pipeline.
Back to HomeOur Approach
Every engagement follows a structured process: we begin with a thorough requirements discussion, move into scoping and proposal, then execute in clearly defined phases with regular checkpoints. This approach keeps the project aligned with your expectations and allows for course corrections without disrupting the overall timeline.
What makes our methodology distinct is the emphasis on production readiness from the very first phase. We do not build models in isolation and hope they work when deployed — constraints like hardware specifications, inference speed requirements, and integration points are factored in from the start. Quality assurance is woven into every stage, not tacked on at the end.
Computer Vision System Development
End-to-end creation of visual recognition systems for applications such as object detection, image classification, quality inspection, and scene understanding. The engagement covers data annotation strategy, model architecture selection, training, and deployment optimisation for your target hardware. Each system is validated against your specific accuracy and latency requirements. Suitable for manufacturing, retail, logistics, and security domains.
- Data annotation strategy and model architecture design
- Training pipeline and hyperparameter tuning
- Deployment optimisation for target hardware
- Validation against agreed performance benchmarks
- Documentation and knowledge transfer
8–14 weeks
RM 8,700
Typical Process:
- 1. Requirements workshop and feasibility review
- 2. Data audit and annotation strategy
- 3. Model architecture selection and baseline
- 4. Iterative training and evaluation cycles
- 5. Deployment optimisation and integration
- 6. Final validation and handover
Video Analytics Platform
A purpose-built platform for extracting actionable insights from video streams. Capabilities include activity recognition, people counting, dwell-time analysis, and anomaly detection. The system is designed for both real-time and batch processing scenarios. Integration options cover existing CCTV infrastructure and cloud-based video storage. Delivered with a monitoring dashboard and alerting configuration.
- Activity recognition and people counting
- Dwell-time analysis and anomaly detection
- Real-time and batch processing support
- CCTV and cloud video integration
- Monitoring dashboard and alerting
6–10 weeks
RM 6,400
Typical Process:
- 1. Infrastructure assessment and use case definition
- 2. Camera feed integration and data pipeline setup
- 3. Analytics model configuration and training
- 4. Dashboard and alerting system build
- 5. Testing, calibration, and deployment
Image Data Preparation Service
Specialised support for curating, annotating, and augmenting image datasets to meet the quality standards required for training robust visual models. The service includes annotation guideline creation, quality assurance workflows, and dataset versioning. Particularly useful for teams that have raw image assets but need structured, model-ready datasets. Available as a one-time engagement or ongoing retainer.
- Annotation guideline creation
- Multi-format labelling (bounding box, segmentation, keypoint)
- Quality assurance and inter-annotator agreement checks
- Dataset versioning and augmentation
- One-time or retainer engagement models
3–5 weeks
RM 2,800
Typical Process:
- 1. Data audit and task definition
- 2. Annotation guideline development
- 3. Pilot annotation and quality calibration
- 4. Full-scale annotation and QA
- 5. Dataset delivery and versioning
Compare Solutions
Use this matrix to identify which service fits your current needs — or combine services for a complete pipeline.
| Feature | Vision System | Video Analytics | Data Preparation |
|---|---|---|---|
| Custom model development | |||
| Dataset annotation | |||
| Real-time processing | |||
| CCTV integration | |||
| Monitoring dashboard | |||
| Ongoing retainer option | |||
| Best for | Teams needing full vision systems | Facilities with existing cameras | Teams with raw image data |
Technical Standards
Shared standards and protocols that apply across all of our solution engagements.
Security & Privacy
PDPA-compliant data handling with encryption at rest and in transit. Access controls and NDA arrangements available for all engagements.
Performance Metrics
Pre-agreed accuracy, precision, recall, and latency thresholds. All models are validated on representative hold-out test data before delivery.
Post-Delivery Support
Each engagement includes a support window for bug fixes and configuration questions. Extended support and retainer options are available.
Pricing Overview
Starting prices for each solution. Final costs are confirmed during the scoping phase and detailed in the project proposal.
Vision System
- Full model development
- Deployment optimisation
- Performance validation
- Documentation & handover
Video Analytics
- Activity recognition
- CCTV integration
- Monitoring dashboard
- Alert configuration
Data Preparation
- Annotation guidelines
- Quality assurance
- Dataset versioning
- Retainer available
Not Sure Which Solution Fits Best?
Reach out and we will help you figure out the right starting point based on your current data, infrastructure, and objectives.
Request a Consultation